@book{cisuc-5421-2018,
author={Vieira, A. and Ribeiro, B. },
title={Introduction to Deep Learning Business Applications for Developers: From Conversational Bots in Customer Service to Medical Image Processing},
publisher={APress, Nature Springer},
volume={1},
edition={1st},
isbn={1484234529},
year=2018,
address={n/a},
}
@book{cisuc-5422-2018,
author={Silva, C. and Ribeiro, B. },
title={Aprendizagem Computacional em Engenharia},
publisher={Imprensa da Universidade de Coimbra / Coimbra University Press},
volume={1},
edition={1st},
isbn={978-9892615073},
year=2018,
address={n/a},
}
@book{cisuc-3825-2014,
author={Noel Lopes and Ribeiro, B. },
title={Machine Learning for Adaptive Many-Core Machines - A Practical Approach",  Studies in Big Data Series, Ed. Springer, ISBN 978-3-319-06937-1},
publisher={Springer},
volume={7},
edition={1},
isbn={978-3319069371},
year=2014,
address={n/a},
}
@book{cisuc-2197-2010,
author={Silva, C. and Ribeiro, B. },
title={Inductive Inference  for Large Scale Text  Classification: Kernel Approaches and Techniques", Computational Intelligence Series, Springer, ISBN: 978-3-642-04532-5},
publisher={Springer},
volume={1},
edition={1},
isbn={978-3-642-04532-5},
year=2010,
address={n/a},
}
@book{cisuc-5423-1998,
author={Ribeiro, B. },
title={Engenharia da Programação e dos Processos Algorítmicos,},
publisher={VicentImagem},
volume={1},
edition={1st},
isbn={972-8525-00-1},
year=1998,
address={n/a},
}
@article{cisuc-5948-2020,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={A Survey on Home Energy Management},
editor={Derek Abbott},
journal={IEEE Access},
number={n/a},
pages={5699--5722},
year=2020,
address={n/a},
}
@article{cisuc-6146-2020,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso },
title={Exploring Geometric Feature Hyper-Space in Data to Learn Representations of Abstract Concepts},
journal={Applied Sciences},
volume={10},
number={6},
pages={1--24},
year=2020,
address={n/a},
}
@article{cisuc-6174-2020,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso },
title={Learning non-convex abstract concepts with regulated activation networks},
journal={Annals of Mathematics and Artificial Intelligence},
number={n/a},
pages={n/a},
year=2020,
address={n/a},
}
@article{cisuc-6182-2020,
author={Marques, A. and Prates, P. and Oliveira, M. and Fernandes, V. and Ribeiro, B. },
title={Performance Comparison of Parametric and Non-Parametric Regression Models for Uncertainty Analysis of Sheet Metal Forming Processe},
editor={open access},
journal={Metals, Special Issue Recent Advances and Applications of Machine Learning in Metal Forming Processes},
volume={10},
number={4},
pages={4570},
year=2020,
address={n/a},
}
@article{cisuc-6190-2020,
author={Lucas, P. and Silva, J. and Araujo, F. and Silva, C. and P. Gil and Arrais, J.P. and Coutinho, D. and Salgueiro, P. and Rato, L. and Saias, J. and Nogueira, V. and Alberto Cardoso and Ribeiro, B. },
title={NanoSen-AQM: From Sensors to Users},
journal={International Journal of Online and Biomedical Engineering (iJOE)},
volume={16},
pages={n/a},
number={4},
year=2020,
address={n/a},
}
@article{cisuc-6191-2020,
author={Azevedo, D. and Ribeiro, B. and Alberto Cardoso },
title={Prediction of the Remaining Useful Life of Aircraft Systems via Web Interface},
journal={International Journal of Online and Biomedical Engineering (iJOE)},
volume={16},
number={4},
pages={23--32},
year=2020,
address={n/a},
}
@article{cisuc-6202-2020,
author={Uribe-Hurtado, A. and Alzate, M.O. and Noel Lopes and Ribeiro, B. },
title={GPU-based fast clustering via $K$-Centres and $k$-NN mode seeking for geospatial industry applications},
journal={Computers in Industry, Elsevier (in press)},
number={n/a},
pages={n/a},
year=2020,
address={n/a},
}
@article{cisuc-6211-2020,
author={Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. },
title={Drug-Target Interaction Prediction: End-to-End Deep Learning Approach},
journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics},
number={n/a},
pages={1--1},
year=2020,
address={n/a},
}
@article{cisuc-5481-2019,
author={Chen, N. and Ribeiro, B. },
title={Optimization of Selective Ensemble for Cost-Sensitive Classification: An Empirical Study},
editor={IOS Press},
journal={Intelligent Decision Technologies, IOS Press},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5813-2019,
author={Francisco Antunes and , M.A. and Pereira, F.C. and Ribeiro, B. },
title={Active learning metamodeling for policy analysis: application to an Emergency Medical Service simulator},
journal={Simulation Modelling Practice and Theory},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5868-2019,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Boosting Dynamic Ensemble’s Performance in Twitter},
editor={Springer},
journal={Neural Computing and Applications},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5897-2019,
author={Dib, M. and Oliveira, N. and Oliveira, M. and Fernandes, V. and Ribeiro, B. and Prates, P. },
title={Single and ensemble classifiers for defect prediction in sheet metal forming under variability},
editor={Springer},
journal={Neural Computing & Applications},
number={n/a},
pages={n/a},
year=2019,
address={n/a},
}
@article{cisuc-5946-2019,
author={Leitão, J. and Simões, N.E. and Marques, A.S. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Detecting urban water consumption patterns: a time-series clustering approach},
editor={Slobodan Djordjevi?},
journal={Water Supply},
volume={19},
number={8},
pages={2323--2329},
year=2019,
address={n/a},
}
@article{cisuc-5464-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. and Gomes, R. },
title={Efficient Transport Simulation With Restricted Batch-Mode Active Learning},
journal={IEEE Transactions in Intelligent Transportation Systems (T-ITS)},
number={n/a},
pages={n/a},
year=2018,
address={n/a},
}
@article{cisuc-5525-2018,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={DENSER: deep evolutionary network structured representation},
journal={Genetic Programming and Evolvable Machines},
number={n/a},
pages={n/a},
year=2018,
address={n/a},
}
@article{cisuc-5535-2018,
author={Chen, N. and Ribeiro, B. and Chen, A. },
title={Multi-label Learning Vector Quantization for Semi-supervised Classication},
editor={IOS Press},
journal={Intelligent Data Analysis },
number={n/a},
pages={n/a},
year=2018,
address={n/a},
}
@article{cisuc-4720-2017,
author={Khalighi, S. and Ribeiro, B. and Nunes, U. },
title={Importance Weighted Import Vector Machine for Unsupervised Domain Adaptation},
journal={IEEE Transactions on Cybernetics, },
number={n/a},
pages={n/a},
year=2017,
address={n/a},
}
@article{cisuc-4734-2017,
author={Ribeiro, B. and Chen, N. and Kovacec, A. },
title={Shaping Graph Pattern Mining for Financial Risk },
editor={Zidong Wang},
journal={NeuroComputing, Elsevier },
number={n/a},
pages={n/a},
year=2017,
address={n/a},
}
@article{cisuc-4739-2017,
author={Ribeiro, B. and Chen, N. },
title={Financial Credit Risk Assessment via Learning-based Hashing},
journal={Intelligent Decision Technologies, IOS Press },
volume={11},
number={n/a},
pages={1--10},
year=2017,
address={n/a},
}
@article{cisuc-4781-2017,
author={Rodrigues, F. and Borysov, S. and Ribeiro, B. and Pereira, F.C. },
title={A Bayesian additive model for understanding public transport usage in special events},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
number={n/a},
pages={n/a},
year=2017,
address={n/a},
}
@article{cisuc-4809-2017,
author={Rodrigues, F. and , M.L. and Ribeiro, B. and Pereira, F.C. },
title={Learning Supervised Topic Models for Classification and Regression from Crowds},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
number={n/a},
pages={n/a},
year=2017,
address={n/a},
}
@article{cisuc-5081-2017,
author={Ribeiro, B. and Oliveira, G. and Laranjeira, A.F.F. and Arrais, J.P. },
title={Deep Learning in Digital Marketing: Brand Detection and Emotion Recognition},
editor={InderScience Publishers},
journal={Machine Intelligence and Sensory Signal Processing, InderScience  Publishers},
volume={2},
number={1},
pages={32--50},
year=2017,
address={n/a},
}
@article{cisuc-5086-2017,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Adaptive Learning for Dynamic Environments: a Comparative Approach },
editor={A Abraham},
journal={Engineering Applications of Artificial Intelligence, Elsevier },
number={n/a},
pages={336--345},
year=2017,
address={n/a},
}
@article{cisuc-5120-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Probabilistic Modeling and Visualization for Bankruptcy Prediction},
journal={Applied Soft Computing, Elsevier},
volume={60},
number={n/a},
pages={831--843},
year=2017,
address={n/a},
}
@article{cisuc-4285-2016,
author={Chen, N. and Ribeiro, B. and Chen, A. },
title={Financial Credit Risk Assessment: A Recent Review},
editor={Springer},
journal={Artificial Intelligence Review, Springer},
volume={45},
number={1},
pages={1--23},
year=2016,
address={n/a},
}
@article{cisuc-4683-2016,
author={Ribeiro, B. and Chen, N. and Chen, A. },
title={Towards Tangible Benefits of Corporate Failure Prediction with Business Sector: A Comparative Study},
editor={IOS Press},
journal={International Journal of Intelligent Technologies, IOS Press},
number={n/a},
pages={n/a},
year=2016,
address={n/a},
}
@article{cisuc-4706-2016,
author={Ali AghaeiRad and Chen, N. and Ribeiro, B. },
title={Improve Credit Scoring using Transfer of Learned Knowledge from Self-Organizing Map},
editor={Springer London},
journal={Neural Computing and Applications, Springer},
volume={28},
number={6},
pages={1329--1342},
year=2016,
address={n/a},
}
@article{cisuc-4713-2016,
author={Koirala, S. and Sung, A.H. and Wang, H. and Ribeiro, B. and Liu, Q. },
title={RtpExtSteg: A Practical VoIP Network Steganography Exploiting RTP Extension Header},
editor={IEEE},
journal={IEEE COMSOC MMTC Communications - Frontiers},
volume={11},
number={62},
pages={660},
year=2016,
address={n/a},
}
@article{cisuc-4733-2016,
author={Jorge Luis Rivero Pérez and Ribeiro, B. },
title={Comparison of Algorithms for Intrusion Detection on Batch and Streaming Environments },
journal={Revista Universidad y Sociedad},
volume={8},
pages={n/a},
number={3},
year=2016,
address={n/a},
}
@article{cisuc-2988-2015,
author={Ribeiro, B. and Chen, N. },
title={Dimensionality Reduction using Graph Weighted Subspace Learning for Bankruptcy Prediction},
editor={Springer },
journal={Real World Data Mining Applications, Annals of Information Systems (AIS) , Springer},
volume={1},
number={n/a},
pages={155--178},
year=2015,
address={n/a},
}
@article{cisuc-3600-2015,
author={Chen, N. and Ribeiro, B. and Chen, A. },
title={Comparative Study of Classifier Ensembles for Cost-sensitive Credit Risk Assessment},
editor={IOS Press},
journal={Intelligent Data Analysis, IOS Press},
volume={19},
number={1},
pages={127--144},
year=2015,
address={n/a},
}
@article{cisuc-3991-2015,
author={Ribeiro, B. and Chen, N. },
title={Aggregated local models via subspace clustering },
editor={IOS Press},
journal={Intelligent Decision Technologies Journal, IOS Press},
volume={9},
pages={n/a},
number={2},
year=2015,
address={n/a},
}
@article{cisuc-4263-2015,
author={Figueiredo, M. and Ribeiro, B. and Ana Maria de Almeida },
title={Analysis of Trends in Seasonal Electrical Energy Consumption via Non-negative Tensor Factorization,},
editor={Elsevier},
journal={Neurocomputing, Elsevier},
volume={170},
number={1},
pages={318--327},
year=2015,
address={n/a},
}
@article{cisuc-4286-2015,
author={Freiria, S. and Ribeiro, B. and Tavares, A.O. },
title={Understanding road network dynamics: Link-based topological patterns},
editor={Elsevier},
journal={Journal of Transport Geography, Elsevier},
volume={46},
number={n/a},
pages={55--66},
year=2015,
address={n/a},
}
@article{cisuc-4648-2015,
author={Alves, A. and Ribeiro, B. },
title={Consensus-based Approach for Keyword Extraction from Urban Event Collections},
journal={Advances in Distributed Computing and Artificial Intelligence Journal},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-3443-2014,
author={Noel Lopes and Ribeiro, B. },
title={Towards Adaptive Learning with Improved Convergence of Deep Belief Networks on Graphics Processing Units},
editor={Elsevier},
journal={Pattern Recognition, Elsevier },
volume={47},
number={1},
pages={114--127},
year=2014,
address={n/a},
}
@article{cisuc-3495-2014,
author={Figueiredo, M. and Ribeiro, B. and Ana Maria de Almeida },
title={Electrical signal source separation via non-negative tensor factorization using on-site measurements in a smart home},
journal={IEEE Transactions on Instrumentation and Measurement},
volume={63},
number={2},
pages={364--373},
year=2014,
address={n/a},
}
@article{cisuc-3990-2014,
author={Ali AghaeiRad and Ribeiro, B. },
title={Authentication and Security, issues of modern banking services in Iranian banking sector},
journal={Life Science},
number={n/a},
pages={n/a},
year=2014,
address={n/a},
}
@article{cisuc-2681-2013,
author={Chen, N. and Ribeiro, B. },
title={Influence of class distribution on cost-sensitive learning: a case study of French bankruptcy analysis},
editor={IOS Press},
journal={Intelligent Data Analysis, IOS Press},
volume={17},
number={3},
pages={423--437},
year=2013,
address={n/a},
}
@article{cisuc-2972-2013,
author={Chen, N. and Ribeiro, B. and Vieira, A. },
title={Clustering and Visualization of Bankruptcy Trajectory using Self-Organizing Map},
editor={Elsevier Ltd},
journal={Expert Systems and Applications, Elsevier},
volume={40},
number={1},
pages={385--393},
year=2013,
address={n/a},
}
@article{cisuc-3202-2013,
author={Ludwig, O. and Nunes, U. and Ribeiro, B. and Premebida, C. },
title={Improving the Generalization Capacity of Cascade  Classifiers},
journal={IEEE Transactions on Systems Man and Cybernetics: Part B },
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@article{cisuc-3422-2013,
author={Rodrigues, F. and Pereira, F.C. and Ribeiro, B. },
title={Learning from Multiple Annotators: Distinguishing Good from Random Labelers},
journal={Pattern Recognition Letters, Elsevier},
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@article{cisuc-3501-2013,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Customized Crowds and Active Learning to Improve Classification},
editor={Jay Liebowitz },
journal={Expert Systems With Applications, Elsevier},
volume={40},
number={18},
pages={7212--7219},
year=2013,
address={n/a},
}
@article{cisuc-3564-2013,
author={Rodrigues, F. and Pereira, F.C. and Ribeiro, B. },
title={Sequence labeling with multiple annotators},
editor={Hal Daume, III},
journal={Machine Learning, Springer},
number={n/a},
pages={n/a},
year=2013,
address={n/a},
}
@article{cisuc-2431-2012,
author={Noel Lopes and Ribeiro, B. },
title={Towards a Hybrid NMF-based Neural Approach for Face Recognition on GPUs},
editor={John Wang},
journal={International Journal of Data Mining, Modelling and Management (IJDMMM)},
volume={4},
number={2},
pages={138--155},
year=2012,
address={n/a},
}
@article{cisuc-2647-2012,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={Home Electrical Signal Disaggregation for Non-intrusive Load Monitoring (NILM) Systems},
editor={Elsevier},
journal={Neurocomputing, Elsevier},
volume={96},
number={n/a},
pages={66--73},
year=2012,
address={n/a},
}
@article{cisuc-2712-2012,
author={Ribeiro, B. and Silva, C. and Chen, N. and Vieira, A. and Neves, J.C. },
title={Enhanced Default Risk Models with SVM+},
editor={Elsevier},
journal={Expert Systems With Applications, Elsevier},
volume={39},
number={n/a},
pages={10140--10152},
year=2012,
address={n/a},
}
@article{cisuc-2941-2012,
author={Noel Lopes and Ribeiro, B. },
title={Handling Missing Values via a Neural Selective Input Model },
editor={Mirko Novák},
journal={Neural Network World  },
volume={22},
number={4},
pages={357--370},
year=2012,
address={n/a},
}
@article{cisuc-2948-2012,
author={Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and Sales, F. and António Dourado },
title={Modeling epileptic brain states using EEG spectral analysis and topographic mapping},
editor={Vincenzo Crunelli},
journal={Journal of Neuroscience Methods, Elsevier},
number={2},
pages={220--229},
year=2012,
address={n/a},
}
@article{cisuc-2380-2011,
author={Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. },
title={Extension of Learning  Vector Quantization to Cost-Sensitive Learning},
journal={International Journal of Computer Theory and Engineering, Vol.3, No.3, June, 2011},
number={n/a},
pages={n/a},
year=2011,
address={n/a},
}
@article{cisuc-2432-2011,
author={Noel Lopes and Ribeiro, B. },
title={GPUMLib: An Efficient Open-Source GPU Machine Learning Library},
editor={K. Saeed, A. Abraham},
journal={International Journal of Computer Information Systems and Industrial Management Applications},
volume={3},
number={n/a},
pages={355--362},
year=2011,
address={n/a},
}
@article{cisuc-2433-2011,
author={Noel Lopes and Ribeiro, B. },
title={An Evaluation of Multiple Feed-Forward Networks on GPUs},
editor={Hojjat Adeli},
journal={International Journal of Neural Systems (IJNS)},
volume={21},
number={1},
pages={31--47},
year=2011,
address={n/a},
}
@article{cisuc-2434-2011,
author={Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. },
title={Incorporate Cost Matrix into Learning Vector Quantization Modeling: a Comparative Study of Genetic Algorithm, Simulated Annealing and Particle Swarm Optimization},
journal={International Journal of Computer Theory and Engineering, vol. 3, no. 1, pp. 122-129, 2011},
number={n/a},
pages={n/a},
year=2011,
address={n/a},
}
@article{cisuc-2435-2011,
author={Chen, N. and Vieira, A. and Ribeiro, B. and Duarte, J. and Neves, J.C. },
title={A Stable Credit Rating Model based on Learning Vector Quantization},
journal={Intelligent Data Analysis},
volume={15},
pages={n/a},
number={2},
year=2011,
address={n/a},
}
@article{cisuc-2598-2011,
author={Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. },
title={A genetic algorithm-based approach to cost-sensitive bankruptcy prediction},
journal={Expert Systems with Applications - Elsevier},
volume={38},
number={10},
pages={12939--12945},
year=2011,
address={n/a},
}
@article{cisuc-2746-2011,
author={Chen, N. and Ribeiro, B. and Chen, A. },
title={Using Non-negative Matrix Factorization for Bankruptcy Analysis},
editor={INFOCOMP},
journal={Journal of Computer Science},
volume={10},
number={4},
pages={57--64},
year=2011,
address={n/a},
}
@article{cisuc-2199-2010,
author={Silva, C. and Lotrič, U. and Ribeiro, B. and Dobnikar, A. },
title={Distributed Text Classification with an Ensemble Kernel-based Learning Approach},
journal={IEEE Transactions on Systems Man and Cybernetics, Part C - Applications and Reviews},
volume={40},
number={3},
pages={287--297},
year=2010,
address={n/a},
}
@article{cisuc-2360-2010,
author={Gaspar-Cunha, A. and Mendes, F. and Duarte, J. and Vieira, A. and Ribeiro, B. and Ribeiro, A. and Neves, J.C. },
title={"Feature Selection for Bankruptcy Prediction: A Multi-Objective Optimization Approach"},
journal={Int Journal of Natural Computing Research},
number={n/a},
pages={n/a},
year=2010,
address={n/a},
}
@article{cisuc-2408-2010,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
title={An improved approach to steganalysis of JPEG images},
journal={Information Sciences Volume 180, Issue 9},
number={n/a},
pages={1643--1655},
year=2010,
address={n/a},
}
@article{cisuc-2184-2009,
author={Beliczynski, B. and Ribeiro, B. },
title={Some Enhancements to Approximation of One-Variable Functions by Orthonormal Basis},
journal={Neural Network World},
volume={19},
number={n/a},
pages={401--412},
year=2009,
address={n/a},
}
@article{cisuc-2185-2009,
author={Ferreira, J. and Crisóstomo, M. and Coimbra, P. and Ribeiro, B. },
title={'Control of a biped robot with support vector regression in sagittal plane},
journal={IEEE Transactions on Instrumentation and Measurement},
volume={58},
number={9},
pages={3167--3167},
year=2009,
address={n/a},
}
@article{cisuc-3270-2009,
author={Torres, G.J. and Basnet, R.B. and Sung, A.H. and Mukkamala, S. and Ribeiro, B. },
title={A Similarity Measure for Clustering and its Applications},
journal={Int. J. of Electrical, Computer, and Systems Engineering},
volume={3},
pages={n/a},
number={3},
year=2009,
address={n/a},
}
@article{cisuc-1567-2008,
author={Silva, C. and Ribeiro, B. },
title={Towards Expanding Relevance Vector Machines to Large Scale Datasets},
editor={World Scientific Publishing Company},
journal={International Journal of Neural Systems},
volume={18},
number={1},
pages={45--58},
year=2008,
address={n/a},
}
@article{cisuc-1573-2008,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
title={Image Complexity and Feature Mining for Steganalysis of Least Significant Bit Matching Steganography},
editor={Elsevier Science Inc.   New York, NY, USA},
journal={Information Sciences},
volume={178},
number={1},
pages={21--36},
year=2008,
address={n/a},
}
@article{cisuc-1826-2008,
author={Ferreira, J. and Crisóstomo, M. and Coimbra, P. and Ribeiro, B. },
title={Simulation Control of a Biped Robot with Support Vector Regression},
journal={IEEE Transactions on Instrumentation and Measurement},
number={n/a},
pages={n/a},
year=2008,
address={n/a},
}
@article{cisuc-1118-2007,
author={Silva, C. and Ribeiro, B. },
title={On Text-based Mining with Active Learning and Background Knowledge using SVM},
editor={Springer Verlag},
journal={Journal of Soft Computing - A Fusion of Foundations, Methodologies and Applications, Springer Verlag},
volume={11},
number={6},
pages={519--530},
year=2007,
address={n/a},
}
@article{cisuc-1270-2007,
author={Silva, C. and Ribeiro, B. },
title={RVM Ensemble for Text Classification},
journal={International Journal of Computational Intelligence Research},
volume={3},
number={1},
pages={31--35},
year=2007,
address={n/a},
}
@article{cisuc-1348-2007,
author={Ribeiro, B. and Marques, A. and Henriques, J. and Antunes, M. },
title={Choosing Real-Time Predictors For Ventricular Arrhythmias Detection},
editor={World Scientific Publishing Company},
journal={International Journal of Pattern Recognition and Artificial Intelligence},
volume={21},
number={8},
pages={1--15},
year=2007,
address={n/a},
}
@article{cisuc-1117-2006,
author={Silva, C. and Ribeiro, B. },
title={Rare Class Text Categorization with SVM Ensemble},
journal={Journal of Electrotechnical Review (Przeglad Elektrotechniczny)},
volume={1},
number={n/a},
pages={28--31},
year=2006,
address={n/a},
}
@article{cisuc-1204-2006,
author={Mukkamala, S. and Sung, A.H. and Ribeiro, B. and Vieira, A. },
title={Computational Intelligent Techniques for Financial Distress Detection},
editor={Research India Publications},
journal={Journal of Computational Intelligence Research (IJCIR)},
volume={2},
number={1},
pages={60--65},
year=2006,
address={n/a},
}
@article{cisuc-1317-2006,
author={Beliczynski, B. and Ribeiro, B. },
title={Tuning Parameters of the Simple Forecasting Models},
editor={(Przeglad Elektrotechniczny)},
journal={Journal of Electrotechnical Review},
volume={1},
number={5},
pages={104--108},
year=2006,
address={n/a},
}
@article{cisuc-1069-2005,
author={Ribeiro, B. },
title={Support Vector Machines for Quality Monitoring in a Plastic Injection Molding Machine},
editor={IEEE},
journal={IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews},
volume={35},
number={3},
pages={401--410},
year=2005,
address={n/a},
}
@article{cisuc-1070-2005,
author={Ribeiro, B. },
title={On the Evaluation of Minkovsky Kernel for SVMs},
editor={Dynamic Publishers},
journal={Neural Parallel & Scientific Computations},
volume={13},
number={n/a},
pages={77--90},
year=2005,
address={n/a},
}
@article{cisuc-1123-2005,
author={Ribeiro, B. },
title={Selective Classification and Regression Models Based on Support Vector Clustering},
editor={Dynamic Publishers},
journal={Neural, Parallel & Scientific Computations},
volume={13},
number={n/a},
pages={327--336},
year=2005,
address={n/a},
}
@article{cisuc-3391-2004,
author={Ribeiro, B. },
title={Computational Intelligence in Manufacturing Quality Control},
journal={Prezeglad Elektrotechiniczny (Electrotecnical Review Journal)},
volume={80},
number={4},
pages={286--290},
year=2004,
address={n/a},
}
@article{cisuc-398-2003,
author={Noel Lopes and Ribeiro, B. },
title={An efficient Gradient-Based Learning Algorithm Applied to Neural Networks with Selective Actuation Neurons},
journal={Neural, Parallel and Scientific Computations},
volume={11},
number={n/a},
pages={253--272},
year=2003,
address={n/a},
}
@article{cisuc-482-2003,
author={Silva, C. and Ribeiro, B. },
title={Navigating mobile robots with a modular neural architecture},
editor={Springer-Verlag London Ltd},
journal={Journal of Neural Computing & Applications, Springer-Verlag },
number={n/a},
pages={200--211},
year=2003,
address={n/a},
}
@article{cisuc-486-2002,
author={Ribeiro, B. },
title={Support Vector Machines in Fault Tolerance Control},
journal={American Institute of Physics (AIP) Conf Proc},
number={n/a},
pages={458--467},
year=2002,
address={n/a},
}
@article{cisuc-484-2001,
author={Araujo, F. and Ribeiro, B. and rodrigues, L. },
title={A Neural Network for Shortest Path Computation},
editor={IEEE},
journal={IEEE Transactions on Neural Networks},
volume={15},
number={5},
pages={1067--1073},
year=2001,
address={n/a},
}
@article{cisuc-249-1999,
author={P. Carvalho and Ribeiro, B. and António Dourado },
title={On the Use of Neural Networks and Geometrical Criteria for Localisation of Highly Irregular Elliptical Shapes},
editor={Springer-Verlag},
journal={Pattern Analysis and Applications},
volume={2},
number={n/a},
pages={321--342},
year=1999,
address={n/a},
}
@article{cisuc-252-1998,
author={P. Carvalho and Ribeiro, B. and António Dourado },
title={Industrial Visual Inspection of Lime Granules By Neural Networks},
editor={Pergamon},
journal={Journal Computers and Industrial Engineering},
volume={35},
number={3},
pages={539--542},
year=1998,
address={n/a},
}
@inproceedings{cisuc-6192-2020,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Incremental Evolution and Development of Deep Artificial Neural Networks},
booktitle={EuroGP2020},
year=2020,
address={n/a},
}
@inproceedings{cisuc-6193-2020,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution},
booktitle={EvoAPPS2020},
year=2020,
address={n/a},
}
@inproceedings{cisuc-6213-2020,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso },
title={Reconstructing Abstract Concepts and their Blends Via Computational Cognitive Modeling},
booktitle={International Joint Conference on Neural Network},
year=2020,
address={n/a},
}
@inproceedings{cisuc-6214-2020,
author={Pereira, T. and Maryam Abbasi and Ribeiro, B. and Arrais, J.P. },
title={Deep Reinforcement Learning for Optimized Drug Design},
booktitle={Bioinformatics Open Days},
year=2020,
address={n/a},
}
@inproceedings{cisuc-6216-2020,
author={Torres, L.H.M. and Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. },
title={Siamese Neural Networks for One-Shot Drug Discovery},
booktitle={Bioinformatics Open Days (BOD) 2020},
year=2020,
address={n/a},
}
@inproceedings{cisuc-5717-2019,
author={Francisco Antunes and , M.A. and Ribeiro, B. and Pereira, F.C. },
title={An active learning metamodeling approach for policy analysis: application to an emergency medical service simulator},
booktitle={Transportation Research Board (TRB)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5741-2019,
author={Alberto Cardoso and Leitão, J. and Azevedo, D. and P. Gil and Ribeiro, B. },
title={Application for Monitoring and Prediction of Energy and Water Consumption in Domestic Cyber-Physical Systems},
booktitle={REV2019 - 16th International Conference on Remote Engineering and Virtual Instrumentation},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5787-2019,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Fast DENSER: Efficient Deep NeuroEvolution},
booktitle={EuroGP 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5814-2019,
author={Francisco Antunes and , M.A. and Pereira, F.C. and Ribeiro, B. },
title={Policy Analysis for Emergency Medical Systems using Simulation Metamodels},
booktitle={Encontro Ciência 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5815-2019,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Hierarchical Deep Learning Approach for Plant Disease Detection},
booktitle={9th Iberian Conference on Pattern Recognition and Image Analysis},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5816-2019,
author={Phong, N.H. and Costa, J. and Ribeiro, B. },
title={An Improvement for Capsule Networks using Depthwise Separable Convolution},
booktitle={9th Iberian Conference on Pattern Recognition and Image Analysis},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5818-2019,
author={Phong, N.H. and Ribeiro, B. },
title={Advanced Capsule Networks via Context Awareness},
booktitle={28th International Conference on Artificial Neural Networks},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5819-2019,
author={Phong, N.H. and Ribeiro, B. },
title={Context-Aware Capsule Networks},
booktitle={National Science '19},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5836-2019,
author={Francisco Antunes and , M.A. and Pereira, F.C. and Ribeiro, B. },
title={Metamodeling based on active learning: application to an Emergency Medical System simulator},
booktitle={12th CITTA INTERNATIONAL CONFERENCE ON PLANNING RESEARCH},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5883-2019,
author={Silva, J. and Lucas, P. and Araujo, F. and Silva, C. and P. Gil and Alberto Cardoso and Arrais, J.P. and Ribeiro, B. and Coutinho, D. and Salgueiro, P. and Rato, L. and Saias, J. and Nogueira, V. },
title={A Hybrid Application for Real-Time Air Quality Monitoring},
booktitle={2019 5th Experiment International Conference (exp.at'19)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5885-2019,
author={Silva, J. and Lucas, P. and Araujo, F. and Silva, C. and P. Gil and Alberto Cardoso and Arrais, J.P. and Ribeiro, B. and Coutinho, D. and Salgueiro, P. and Rato, L. and Saias, J. and Nogueira, V. },
title={An Online Platform For Real-Time Air Quality Monitoring},
booktitle={2019 5th Experiment International Conference (exp.at'19)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5930-2019,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Smart Home Energy Management Supported by Cloud Computing},
booktitle={2019 5th Experiment International Conference (exp.at'19)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5941-2019,
author={Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. },
title={Deep Neural Network Architecture for Drug-Target Interaction Prediction},
booktitle={Artificial Neural Networks and Machine Learning – ICANN 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5944-2019,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Cyber-Physical Energy Management in Smart Homes},
booktitle={Encontro Ciência '19 (Poster)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5945-2019,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Smart Home Energy Management Supported by Cloud Computing},
booktitle={2019 5th Experiment International Conference (exp.at'19)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6033-2019,
author={Coutinho, D. and Salgueiro, P. and Saias, J. and Rato, L. and Nogueira, V. and Silva, J. and Lucas, P. and Araujo, F. and Silva, C. and P. Gil and Alberto Cardoso and Arrais, J.P. and Ribeiro, B. },
title={Considerations for a cloud-based system for IoT data acquisition from heterogeneous sensors},
booktitle={III CONGRESSO LUSO-EXTREMADURENSE},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6036-2019,
author={Azevedo, D. and Ribeiro, B. and Alberto Cardoso },
title={Web-based tool for predicting the Remaining Useful Lifetime of Aircraft Components},
booktitle={2019 5th Experiment International Conference (exp.at'19)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6037-2019,
author={Azevedo, D. and Ribeiro, B. and Alberto Cardoso },
title={Online Simulation of Methods to Predict the Remaining Useful Lifetime of Aircraft Components},
booktitle={2019 5th Experiment International Conference (exp.at'19)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6047-2019,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Directional Grid-based Search for Simulation Metamodeling using Active Learning},
booktitle={3rd EAI International Conference on Intelligent Transport Systems (INTSYS 2019)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6049-2019,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Studying the behavior of a simulated Emergency Medical System using Active Learning},
booktitle={Portuguese Conference on Pattern Recognition (RECPAD 2019)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6212-2019,
author={Maryam Abbasi and Ribeiro, B. and Arrais, J.P. },
title={Deep Recurrent Networks for Molecular Drug Design},
booktitle={RECPAD2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6217-2019,
author={Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. },
title={Drug-Target Interaction Prediction: End-to-End Deep Learn-ing Approach},
booktitle={Bioinformatics Open Days (BOD) 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6218-2019,
author={Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. },
title={End-to-End Deep Learning Approach for Drug-Target Interaction Prediction},
booktitle={Ciência2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5276-2018,
author={Ribeiro, B. and Silva, J.M. and Sung, A.H. },
title={Critical Feature Selection and Critical Sampling for Data Mining },
booktitle={3rd International Conference on Computational Intelligence, Cyber Security & Computational Models, Springer Nature Singapore, G. Ganapathi (eds.): ICC3, CCIS 844, pp. 13-24},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5418-2018,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Evolving the Topology of Large Scale Deep Neural Networks},
booktitle={EuroGP 2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5419-2018,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Using GP is NEAT: Evolving Compositional Pattern Production Functions},
booktitle={EuroGP 2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5428-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Active Learning for Input Space Exploration in Traffic Simulators},
booktitle={International Joint Conference in Neural Networks (IEEE WCCI - IJCNN)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5429-2018,
author={Assunção, F. and Serero, D. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Automatic Evolution of AutoEncoders for Compressed Representations},
booktitle={World Congress on Computational Intelligence},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5430-2018,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso },
title={Modeling Abstract Concepts For Internet of Everything: A Cognitive Artificial System},
booktitle={13th APCA International Conference on Control and Soft Computing (CONTROLO 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5431-2018,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso },
title={Perceiving Abstract Concepts Via Evolving Computational Cognitive Modeling},
booktitle={IEEE World Congress on Computational Intelligence (IEEE WCCI)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5432-2018,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Adaptive Learning Models Evaluation in Twitter's Timelines},
booktitle={International Joint Conference on Neural Networks},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5485-2018,
author={Leitão, J. and Simões, N.E. and Marques, A.S. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Categorisation of Urban Water Consumptions},
booktitle={13th International Conference on Hydroinformatics (HIC)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5486-2018,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Adaptive Supervisory Framework for Cyber-Physical Systems},
booktitle={Encontro Ciência '18 (Poster)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5488-2018,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Improving Household's Efficiency via Scheduling of Water and Energy Appliances},
booktitle={13th APCA International Conference on Automatic Control and Soft Computing (Controlo)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5511-2018,
author={Coimbra, L. and Francisco Antunes and Seco, Á. and Ribeiro, B. },
title={Exploratory Scenario Design in Transportation Planning},
booktitle={8th Luso-Brazilian Congress for Urban, Regional, Integrated and Sustainable Planning (PLURIS 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5533-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Application of active learning metamodels and clustering techniques to emergency medical service policy analysis},
booktitle={RECPAD},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5536-2018,
author={Phong, N.H. and Ribeiro, B. },
title={Action Recognition for American Sign Language},
booktitle={24th Portuguese Conference on Pattern Recognition (RECPAD)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5537-2018,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso and Duarte Raposo and Ngombo Armando and Rodrigues, A. and Jorge Sá Silva and Gonçalo Oliveira, H,  and Macedo, L. and Boavida, F. },
title={Unveiling Markers of Stress Via Smartphone Usage},
booktitle={Pattern Recognition (RecPad)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5541-2018,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Exploring the Output Behavior of Traffic Simulators using Batch-mode Active Learning},
booktitle={Ciência 2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5571-2018,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Twitter message: is bigger the better for classification purposes?},
booktitle={24th edition of the Portuguese Conference on Pattern Recognition (RecPad)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5572-2018,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Learning in Twitter streams with 280 character tweets},
booktitle={10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5573-2018,
author={Oliveira, N. and Costa, J. and Silva, C. and Ribeiro, B. },
title={Retweet Predictive Model for Predicting the Popularity of Tweets},
booktitle={10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5617-2018,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Application of Bees Algorithm to Improve Household’s Efficiency via Scheduling of Energy and Water Appliances},
booktitle={10th International Conference on Information Technology and Electrical Engineering (ICITEE)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5619-2018,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Forecasting Household Energy Consumptions using Capsule Networks},
booktitle={24th Portuguese Conference on Pattern Recognition (RECPAD)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5664-2018,
author={Barata, R.J.D. and Ribeiro, B. and António Dourado and Teixeira, C. },
title={Epileptic Seizure Prediction with Stacked Auto-encoders: Lessons from the Evaluation on a Large and Collaborative Database},
booktitle={Precision Medicine Powered by pHealth and Connected Health},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5671-2018,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso },
title={Identifying Psychological Bio-markers Computationally with Regulated Activation Networks},
booktitle={ Encontro Ciência '18 (Poster)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5985-2018,
author={Silva, C. and Ribeiro, B. and Costa, J. and Oliveira, N. },
title={Retweet Predictive Model for Predicting the Popularity of Tweets},
booktitle={10th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-6219-2018,
author={Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. },
title={Drug-Target Interaction Prediction: End-to-End Deep Learning Approach},
booktitle={EJIBCE2018},
year=2018,
address={n/a},
}
@inproceedings{cisuc-4878-2017,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Performance Metrics for Model Fusion in Twitter Data Drifts},
booktitle={IbPRIA 2017: 8th Iberian Conference on Pattern Recognition and Image Analysis, LNCS, Springer},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5061-2017,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Automatic Generation of Neural Networks with Structured Grammatical Evolution},
booktitle={IEEE Congress on Evolutionary Computation (CEC)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5062-2017,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach},
booktitle={Genetic and Evolutionary Computation Conference (GECCO)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5064-2017,
author={Silva, J.M. and Ribeiro, B. and Sung, A.H. },
title={Finding the Critical Sampling of Big Data Sets, ACM International Conference on Computing Frontiers 2017  May 15 - 17, 2017, Siena, Italy },
booktitle={ACM International Conference on Computing Frontiers 2017  May 15 - 17, 2017, Siena, Italy },
year=2017,
address={n/a},
}
@inproceedings{cisuc-5079-2017,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Active Learning for Scenario Exploration in Transport & Land-Use Simulation Models},
booktitle={14th Annual Transports Study Group Meeting, February 20-21, Fatima, Portugal.},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5080-2017,
author={Phong, N.H. and Ribeiro, B. },
title={Offline and Online Deep Learning for Image Recognition},
booktitle={4th IEEE Experiment@ International Conference, Faro, Algarve, Portugal},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5121-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. and Zegras, C. },
title={Active Learning Metamodeling for Scenario Discovery in Transportation Simulators},
booktitle={Transport Summer Summit at Technical University of Denmark},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5133-2017,
author={Jorge Luis Rivero Pérez and Ribeiro, B. and Chen, N. and Leite, F.S. },
title={A Grassmannian Approach to Zero-Shot Learning for Network Intrusion Detection, },
booktitle={International Conference on Neural Information Processing, November 14-18, Guangzhou, China,  LNCS, Springer},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5134-2017,
author={Silva, J.M. and Ribeiro, B. and Sung, A.H. },
title={Critical Sample Size for Mining Data},
booktitle={EPIA 2017 - BAAI (Business Applications of Artificial Intelligence) Track},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5176-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. },
title={Active Learning GP-based Metamodels for Input Exploration in Transportation Simulation Models},
booktitle={23rd Portuguese Conference on Pattern Recognition - RECPAD 2017},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5188-2017,
author={Silva, J.M. and Ribeiro, B. and Sung, A.H. and Teixeira, C. },
title={Importance of the critical sampling size on data analytics},
booktitle={23rd Portuguese Conference on Pattern Recognition },
year=2017,
address={n/a},
}
@inproceedings{cisuc-5189-2017,
author={Oliveira, N. and Costa, J. and Silva, C. and Ribeiro, B. },
title={On the importance of Users' Features in Retweeting},
booktitle={23rd Portuguese Conference on Pattern Recognition - RECPAD 2017},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5201-2017,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Evolutionary Machine Learning: An Essay on Bechmarking},
booktitle={Portuguese Conference on Pattern Recognition (RecPad)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5202-2017,
author={Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado },
title={Evolutionary Machine Learning: An Essay on Experimental Design},
booktitle={Portuguese Conference on Pattern Recognition (RecPad)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-5275-2017,
author={Noel Lopes and Ribeiro, B. },
title={Novel Trends in Scaling Up Machine Learning Algorithms},
booktitle={16th IEEE International Conference On Machine Learning And Applications. ICMLA 2017},
year=2017,
address={n/a},
}
@inproceedings{cisuc-4643-2016,
author={Silva, C. and Ribeiro, B. },
title={Visualization of Individual Ensemble Classifier Contributions},
booktitle={IPMU 2016 - International Conference on Information Processing and Management of Uncertainty in Knowledge-based Systems, LNCS, Netherlands},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4644-2016,
author={Silva, C. and Ribeiro, B. },
title={Multiclass Ensemble of One-Against-All SVM Classifiers},
booktitle={ISNN 2016 - International Symposium on Neural Networks, LNCS, Springer, S Petersburg, Russia},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4647-2016,
author={Oliveira, G. and Pimentel, A. and Ribeiro, B. },
title={Automatic Graphic Logo Detection via Fast Region-based Convolutional Networks},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, July 24-29},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4649-2016,
author={Sung, A.H. and Ribeiro, B. and Liu, Q. },
title={Sampling and Evaluating the Big Data in Knowledge Discovery},
booktitle={International Conference on Internet of Things and Big Data (IoTBD)},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4657-2016,
author={Oliveira, G. and Pimentel, A. and Ribeiro, B. },
title={Autonomic Graphic Logo Detection via Fast Region-based Convolutional Networks},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, July 24-29},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4661-2016,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Choice of Best Samples for Building Ensembles in Dynamic Environments},
booktitle={17th International Conference on Engineering Applications of Neural Networks (EANN)},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4682-2016,
author={Jorge Luis Rivero Pérez and Ribeiro, B. },
title={Mahalanobis Distance Metric Learning Algorithm for Instance-based Data Stream Classification},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN)},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4693-2016,
author={Jorge Luis Rivero Pérez and Ribeiro, B. },
title={Attribute Learning for Network Intrusion Detection},
booktitle={International Neural Network Society Conference on Big Data (INNS), Springer },
year=2016,
address={n/a},
}
@inproceedings{cisuc-4702-2016,
author={Laranjeira, A.F.F. and Pimentel, A. and Ribeiro, B. },
title={ How Deep can we Rely on Emotion Recognition},
booktitle={IberoAmerican  Congress on Pattern Recognition, LNCS, Springer},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4703-2016,
author={Noel Lopes and Ribeiro, B. },
title={Trading off Distance Metrics vs Accuracy in Incremental Learning Algorithms},
booktitle={IberoAmerican  Congress on Pattern Recognition, LNCS, Springer},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4743-2016,
author={Laranjeira, A.F.F. and Frazão, X. and Pimentel, A. and Ribeiro, B. },
title={A simple Net for a Deep Problem -  Emotion Recognition},
booktitle={Portuguese Conference on Pattern Recognition},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4744-2016,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Twitter classification: are some examples better than others?},
booktitle={22nd Portuguese Conference on Pattern Recognition},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4745-2016,
author={Barata, R.J.D. and Ribeiro, B. and António Dourado and Teixeira, C. },
title={Epileptic Seizure Prediction with univariated EEG features and Stacked AutoEncoders},
booktitle={Recpad 2016},
year=2016,
address={n/a},
}
@inproceedings{cisuc-5543-2016,
author={Sinche Soraya and Ribeiro, B. and Jorge Sá Silva },
title={Motion Recognition from Accelerometer, Gyroscope and ECG Data},
booktitle={22nd Conference RecPad 2016, Aveiro},
year=2016,
address={n/a},
}
@inproceedings{cisuc-3996-2015,
author={Ribeiro, B. and Liu, Q. and Sung, A.H. },
title={The Critical Feature Dimension and Critical Sampling Problems},
booktitle={International Conference on Pattern Recognition Applications and Methods (ICPRAM)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4295-2015,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={The Impact of Longstanding Messages in Micro-Blogging Classification},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN'15)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4296-2015,
author={Ribeiro, B. and Noel Lopes and Silva, C. },
title={Learning the Hash Code with Generalised Regression Neural Networks for Biometric Data Retrieval},
booktitle={International Joint Conference on Neural Networks (IJCNN'15)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4324-2015,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={DOTS: Drift Oriented Tool System},
booktitle={22nd International Conference on Neural Information Processing (ICONIP2015)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4331-2015,
author={Ribeiro, B. and Chen, N. and Kovacec, A. },
title={A Structural Pattern Mining Approach for Credit Risk Assessment, Lecture Notes in Artificial Intelligence, LNAI 9121, Springer},
booktitle={Hybrid Artificial Intelligent Systems,Vol 9121 of the series Lecture Notes in Computer Science pp 73-84},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4333-2015,
author={Noel Lopes and Ribeiro, B. },
title={Novel Trends in Scaling Up Machine Learning Algorithms},
booktitle={Proceedings of European Conference on Machine Learning (ECML), CEUR Workshop on Parallel and Distributed Computing, Porto, September},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4334-2015,
author={Ali AghaeiRad and Ribeiro, B. },
title={Credit Prediction Using Transfer of Learning via Self-Organizing Maps to Neural Networks},
booktitle={In L. Iliadis et al. (Eds.),  Springer International Publishing Switzerland, EANN 2015, CCIS 517, pp. 1–8},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4335-2015,
author={Noel Lopes and Ribeiro, B. },
title={On the Impact of Distance Metrics in Instance-Based Learning Algorithms},
booktitle={Pattern Recognition and Image Analysis,Lecture Notes in Computer Science (LNCS), Vol 9117,Springer International Publishing},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4339-2015,
author={Silva, C. and Antunes, M. and Costa, J. and Ribeiro, B. },
title={Active Manifold Learning with Twitter Big Data},
booktitle={2015 INNS BigData International Conference, Procedia Computer Science , vol. 53, pp. 208-215},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4348-2015,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Generating datasets with drift},
booktitle={21th edition of the Portuguese Conference on Pattern Recognition (RecPad)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4350-2015,
author={Frutuoso, D. and Ribeiro, B. and Pimentel, A. },
title={Glucose Level Prediction in Diabetic Patients},
booktitle={21th edition of the Portuguese Conference on Pattern Recognition - RecPad 2015},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4351-2015,
author={Oliveira, G. and Ribeiro, B. and Pimentel, A. and Frazão, X. },
title={SABADO - SmArt BrAnd DetectiOn},
booktitle={21th edition of the Portuguese Conference on Pattern Recognition (RecPad), 2015},
year=2015,
address={n/a},
}
@inproceedings{cisuc-4357-2015,
author={Rodrigues, F. and , M.L. and Ribeiro, B. and Pereira, F.C. },
title={Learning Supervised Topic Models from Crowds},
booktitle={The Third AAAI Conference on Human Computation and Crowdsourcing (HCOMP)},
year=2015,
address={n/a},
}
@inproceedings{cisuc-3823-2014,
author={Figueiredo, M. and Ribeiro, B. and Ana Maria de Almeida },
title={Exploring the Performance of Non-negative Multi-way Factorization for Household Electrical Seasonal Consumption Disaggregation},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN) },
year=2014,
address={n/a},
}
@inproceedings{cisuc-3824-2014,
author={Ribeiro, B. and Noel Lopes and João Gonçalves },
title={Signature Identification via Efficient Feature Selection and GPU-based  SVM Classifier},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN)},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3827-2014,
author={Rodrigues, F. and Pereira, F.C. and Ribeiro, B. },
title={Gaussian Process Classification and Active Learning with Multiple Annotators},
booktitle={International Conference on Machine Learning (ICML 2014)},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3829-2014,
author={Geadas, P. and Alves, A. and Ribeiro, B. },
title={ Ensemble Learning for Keyword Extraction from Event Descriptions},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN), July 2014},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3992-2014,
author={Liu, Q. and Ribeiro, B. and Sung, A.H. },
title={Mining the Big Data: The Critical Feature Dimension Problem},
booktitle={IEEE Advanced Applied Informatics (IIAIAAI)},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3994-2014,
author={Ribeiro, B. and Chen, N. },
title={Hashing for Financial Credit Risk Analysis},
booktitle={Int Conf Neural Information Processing (ICONIP), LNCS, Springer,},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3995-2014,
author={Sung, A.H. and Ribeiro, B. and Liu, Q. },
title={Finding Critical Samples for Mining Big Data},
booktitle={WorldComp Conference},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3998-2014,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Concept Drift Awareness in Twitter Streams},
booktitle={IEEE International Conference on Machine Learning and Applications},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3999-2014,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Learning with Drift in Twitter},
booktitle={Portuguese Conference on Pattern Recognition},
year=2014,
address={n/a},
}
@inproceedings{cisuc-4001-2014,
author={João Gonçalves and Noel Lopes and Ribeiro, B. },
title={Handwritten Signature Matching using GPUMLib},
booktitle={20th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2014},
year=2014,
address={n/a},
}
@inproceedings{cisuc-4004-2014,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={On the Optimization of Appliance Loads Inferred by Probabilistic Models},
booktitle={NILM Workshop 2014},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3203-2013,
author={Figueiredo, M. and Ribeiro, B. and Ana Maria de Almeida },
title={On the regularization parameter selection for sparse code learning in electrical source separation},
booktitle={Proc. Intl. Conf. on Adaptive and Natural Computing Algorithms,  pp. 277-286, LNCS 7824},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3204-2013,
author={Chen, N. and Ribeiro, B. },
title={A Consensus Approach for Combining Multiple Classifiers in Cost-Sensitive Bankruptcy Prediction},
booktitle={in:  M. Tomassini et al. (Eds.): ICANNGA 2013, LNCS 7824, pp. 266--276. Springer, Heidelberg (2013)},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3205-2013,
author={Costa, J. and Silva, C. and Antunes, M. and Ribeiro, B. },
title={Defining Semantic Meta-Hashtags for Twitter Classification},
booktitle={M. Tomassini et al. (Eds.): ICANNGA 2013, LNCS 7824, pp. 226--235. Springer, Heidelberg (2013)},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3454-2013,
author={Bruno Direito and Teixeira, C. and Ribeiro, B. and António Dourado and Gomes, M.d.P.C. and Loureiro, M.C. },
title={Spatial dynamics of the topographic representation of electroencephalogram spectral features during general anaesthesia},
booktitle={13th Mediterranean Conference on Medical and Biological Engineering (MEDICON 2013)},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3505-2013,
author={Ribeiro, B. and Noel Lopes },
title={Extreme Learning Classifier With Deep Concepts},
booktitle={18th Iberoamerican Congress on Pattern Recognition (CIARP 2013), LNCS; Springer},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3521-2013,
author={Costa, J. and Silva, C. and Ribeiro, B. and Antunes, M. },
title={CrowdTargeting: Making Crowds More Personal},
booktitle={Semantic and Social Media Adaptation and Personalization (SMAP), 2013 8th International Workshop on},
year=2013,
address={n/a},
}
@inproceedings{cisuc-3538-2013,
author={Figueiredo, M. and Ribeiro, B. and Ana Maria de Almeida },
title={Forecasting the Usage of Home Appliances with Denoised Signal Patterns},
booktitle={19th edition of the Portuguese Conference on Pattern Recognition.},
year=2013,
address={n/a},
}
@inproceedings{cisuc-2669-2012,
author={Noel Lopes and Pereira, C. and Ribeiro, B. and António Dourado },
title={An Incremental Hypersphere Learning Framework for Protein Membership Prediction},
booktitle={International Conference on Hybrid Artificial Intelligence Systems, LNCS 7208, pp. 429-439},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2715-2012,
author={Noel Lopes and Ribeiro, B. },
title={Restricted Boltzmann Machines and Deep Belief Networks on Multi-Core Processors},
booktitle={IEEE World Congress on Computational Intelligence (WCCI 2012), IEEE, Brisbane, Australia (DOI: 10.1007/978-3-642-32639-4_90)},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2940-2012,
author={Noel Lopes and Ribeiro, B. },
title={Improving convergence of restricted Boltzmann machines via a learning adaptive step size},
booktitle={17th Iberoamerican Congress on Pattern Recognition (CIARP 2012), LNCS vol. 7441, pp: 511-518},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2976-2012,
author={Ribeiro, B. and Chen, N. },
title={Biclustering and Subspace Learning with Regularization for Financial Risk Analysis},
booktitle={International Conference on Neural Information Processing,  Part II, LNCS 7664, pp. 616--623. Springer, Heidelberg },
year=2012,
address={n/a},
}
@inproceedings{cisuc-2977-2012,
author={João Gonçalves and Noel Lopes and Ribeiro, B. },
title={Multi-Thread Support Vector Machines for Pattern Recognition},
booktitle={International Conference on Neural Information Processing, Part III, LNCS 7665, pp. 228--235. Springer, Heidelberg},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2978-2012,
author={Vieira, A. and Ribeiro, B. and Chen, N. },
title={ Credit Scoring for SME Using a Manifold Supervised Learning Algorithm},
booktitle={ Intelligent Data Engineering and Automated Learning - IDEAL 2012 Lecture Notes in Computer Science, 2012, Volume 7435/2012, 763-770, DOI: 10.1007/978-3-642-32639-4_90},
year=2012,
address={n/a},
}
@inproceedings{cisuc-3105-2012,
author={Bruno Direito and Teixeira, C. and Ribeiro, B. and Castelo-Branco, M. and António Dourado },
title={Space Time Frequency (STF) Code Tensor for the Characterization of the Epileptic Preictal Stage},
booktitle={34th Annual International Conference of the IEEE EMBS},
year=2012,
address={n/a},
}
@inproceedings{cisuc-3233-2012,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={Another perspective on NILM systems for informed energy consumer behavior},
booktitle={International Workshop on Energy Efficiency for a More Sustainable World, September, 2012},
year=2012,
address={n/a},
}
@inproceedings{cisuc-3235-2012,
author={Ana Maria de Almeida and Figueiredo, M. and Ribeiro, B. },
title={Non Intrusive Load Monitoring Revisited},
booktitle={PCEEE Portugal em Conferencia para uma Europa Energeticamente Inteligente, Portugal, Junho 2012},
year=2012,
address={n/a},
}
@inproceedings{cisuc-4686-2012,
author={Noel Lopes and Ribeiro, B. and João Gonçalves },
title={Restricted Boltzmann machines and deep belief networks on multi-core processors},
booktitle={The 2012 international joint conference on neural networks (IJCNN)},
year=2012,
address={n/a},
}
@inproceedings{cisuc-2430-2011,
author={Noel Lopes and Ribeiro, B. },
title={A Robust Learning Model for Dealing with Missing Values in Many-Core Architectures},
booktitle={ICANNGA'11 - International Conference on Adaptive and Natural Computing Algorithms, pp. 108-117},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2449-2011,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={An Experimental Study on Electrical Signature Identification of non-intrusive load monitoring (NILM) systems},
booktitle={Proc Intl Conf on Adaptive and Natural Computing Algorithms, pp 31-40, Part II, LNCS 6594},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2450-2011,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={Non-intrusive Residential Electrical Consumption Traces},
booktitle={ Ambient Intelligence - Software and Applications - 2nd International Symposium on Ambient Intelligence, (ISAmI2011), Springer, Vol. 92,pp. 51-58, 2011 (DOI: 10.1007/978-3-642-19937-0_7)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2451-2011,
author={Ribeiro, B. and Quintas, R. and Noel Lopes },
title={Evaluation of a Resource Allocating Network with Long Term Memory using GPU},
booktitle={Proc Int Conf on Adaptive and Natural Computing Algorithms, pp 41-47, Part II, LNCS 6594, 2011},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2453-2011,
author={Silva, C. and Antunes, M. and Ribeiro, B. and Correia, M. },
title={A hybrid AIS-SVM ensemble approach for Text Classification},
booktitle={Proc Int Conf on Adaptive and Natural Computing Algorithms, pp. , Part II, LNCS 6594, 2011},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2472-2011,
author={Qiao, M. and Sung, A.H. and Liu, Q. and Ribeiro, B. },
title={Locating Information-Hidding In MP3 AUDIO},
booktitle={Int Conf Agents and Artificial Intelligence (ICAART)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2600-2011,
author={Noel Lopes and Ribeiro, B. },
title={A Fast Optimized Semi-Supervised Non-Negative Matrix Factorization Algorithm},
booktitle={IEEE  International Joint Conference on Neural Networks (IJCNN)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2601-2011,
author={Ribeiro, B. and Chen, N. },
title={Graph Weighted Subspace Learning Models in Bankruptcy},
booktitle={IEEE International Joint Conference on Neural Networks (IJCNN), July 2011},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2636-2011,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={Wavelet Decomposition and Singular Spectrum Analysis for Electrical Signal Denoising},
booktitle={Proc of the IEEE Intl Conf on Systems, Man and Cybernetics (SMC2011), pp.3329-3334, 2011 (DOI: 10.1109/ICSMC.2011.6084183)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2637-2011,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={Smart Home: A Novel Model for Denoising an Electrical Signal},
booktitle={Proc of Intelligent Systems Design and Applications (ISDA 2011) pp.784-789, 2011 (DOI: 10.1109/ISDA.2011.6121752)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2638-2011,
author={Ribeiro, B. and Ivo Gonçalves and Santos, S. and Kovacec, A. },
title={Deep Learning Networks for Off-Line Handwritten Signature Recognition},
booktitle={16th Iberoamerican Congress on Pattern Recognition, C. San Martin and S.-W. Kim (Eds.): CIARP 2011, LNCS 7042, pp. 523-532, 2011. Springer-Verlag Berlin Heidelberg 2011},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2639-2011,
author={Chen, N. and Ribeiro, B. and Vieira, A. },
title={Bankruptcy Trajectory Analysis on French Companies using Self-Organizing Map},
booktitle={EPIA2011 - 15th Portuguese Conference on Artificial Intelligence},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2640-2011,
author={Ribeiro, B. and Noel Lopes },
title={Deep Belief Networks for Financial Prediction},
booktitle={B.-L. Lu, L. Zhang, and J. Kwok (Eds.):ICONIP 2011, Part III, LNCS 7064, pp. 766--773. Springer, Heidelberg (2011)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2649-2011,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. },
title={Impact of Temporal Window-size on Pattern Denoising of a Smart Home Electrical Signal},
booktitle={17th Portuguese Conference on Pattern Recognition (RecPad)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2665-2011,
author={Noel Lopes and Ribeiro, B. },
title={An Incremental Class Boundary Preserving Hypersphere Classifier},
booktitle={B.-L. Lu, L. Zhang, and J. Kwok (Eds.):ICONIP 2011, Part II, LNCS 7063, pp. 690--699. Springer, Heidelberg (2011)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2666-2011,
author={Noel Lopes and Ribeiro, B. },
title={Incremental Learning for Non-Stationary Patterns},
booktitle={17th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2011},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2668-2011,
author={Qiao, M. and Sung, A.H. and Liu, Q. and Ribeiro, B. },
title={A Novel Approach for Detection of Copy-Move Forgery},
booktitle={The Fifth International Conference on Advanced Engineering Computing and Applications in Sciences, ADVCOMP 2011, pp. 44-47 , November 20-25, 2011 - Lisbon, Portugal},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2973-2011,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={On Using Crowdsourcing and Active Learning to Improve Classification Performance},
booktitle={Proceedings of 11th International Conference on Intelligent Systems Design and Applications (ISDA 2011), IEEE; pp. 469-474; November, Cordoba, Spain (DOI:10.1109/ISDA.2011.6121700)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2974-2011,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={Get Your Jokes Right: Ask The Crowd},
booktitle={ Proceedings of 1st International Conference on Model and Data Engineering (MEDI 2011),  Lecture Notes Computer Science; Vol. 6918, pp. 178-185, Springer, September, Óbidos, Portugal  (DOI:10.1007/978-3-642-24443-8_20)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2975-2011,
author={Costa, J. and Silva, C. and Ribeiro, B. },
title={The Importance of Precision in humour Classification},
booktitle={"; Proceedings of 12th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2011),Lecture Notes Computer Science, Vol. 6936, pp.271-278, Springer, September, Norwich, UK (10.1007/978-3-642-23878-9_33)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-3555-2011,
author={Silva, C. and Ribeiro, B. },
title={Purging False Negatives in Cancer Diagnosis Using Incremental Active Learning},
booktitle={ Proceedings of 12th International Conference on Intellingent Data Engineering and Automated Learning (IDEAL 2011),Lecture Notes Computer Science, Vol. 6936, pp.394-402, Springer, September, Norwich, UK (10.1007/978-3-642-23878-9_33)},
year=2011,
address={n/a},
}
@inproceedings{cisuc-2182-2010,
author={Noel Lopes and Ribeiro, B. },
title={Stochastic GPU-based Multithread Implementation of Multiple Back-Propagation},
booktitle={Second International Conference on Agents and Artificial Intelligence (ICAART 2010), pp. 271-276},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2198-2010,
author={Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. },
title={Hybrid Genetic Algorithm and Learning Vector Quantization modeling for Cost-Sensitive Bankruptcy Prediction},
booktitle={IEEE International Conference on Machine Learning and Computing (ICMLC 2010)},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2344-2010,
author={Silva, C. and Ribeiro, B. and Noel Lopes },
title={Improving Recall Values in Breast Cancer Diagnosis with Incremental Background Knowledge},
booktitle={IEEE World Congress on Computational Intelligence (WCCI 2010)},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2345-2010,
author={Noel Lopes and Ribeiro, B. },
title={A Strategy for Dealing With Missing Values by Using Selective Activation Neurons in a Multi-Topology Framework},
booktitle={IEEE World Congress on Computational Intelligence (WCCI 2010)},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2346-2010,
author={Ribeiro, B. and Noel Lopes and Silva, C. },
title={High-Performance Bankruptcy Prediction Model using Graphics Processing Units},
booktitle={IEEE World Congress on Computational Intelligence (WCCI 2010)},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2347-2010,
author={Noel Lopes and Ribeiro, B. and Quintas, R. },
title={GPUMLib: A New Library to Combine Machine Learning Algorithms with Graphics Processing Units},
booktitle={10th International Conference on Hybrid Intelligent Systems (IEEE)},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2348-2010,
author={Noel Lopes and Ribeiro, B. },
title={Non-Negative Matrix Factorization Implementation Using Graphic Processing Units},
booktitle={11th International Conference on Intelligent Data Engineering and Automated Learning, LNCS 6283, Springer, pp. 275-283},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2354-2010,
author={Ribeiro, B. and Silva, C. and Vieira, A. and Neves, J.C. },
title={Financial  Distress Prediction using SVM+},
booktitle={IEEE World Congress on Computational Intelligence (WCCI 2010), Barcelona, Spain, July 2010},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2355-2010,
author={Figueiredo, M. and Ana Maria de Almeida and Ribeiro, B. and Martins, A. },
title={Extracting features from an electrical signal of a non-intrusive load monitoring system},
booktitle={Proc Int Conf on Intelligent Data Engineering and Automated Learning, pp 210-217, LNCS 6283},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2359-2010,
author={Chen, N. and Ribeiro, B. and Vieira, A. and Duarte, J. and Neves, J.C. },
title={Weighted learning vector quantization to cost-sensitive learning},
booktitle={I International Conference on Artificial Neural Networks (ICANN 2010), LNCS, Springer},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2379-2010,
author={Noel Lopes and Ribeiro, B. },
title={A Hybrid Face Recognition Approach Using GPUMLib},
booktitle={Iberoamerican Congress on Pattern Recognition, CIARP 2010, LNCS 6419, Springer, pp. 96-103},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2381-2010,
author={Gaspar-Cunha, A. and Mendes, F. and Duarte, J. and Vieira, A. and Ribeiro, B. and Ribeiro, A. and Neves, J.C. },
title={Multi-Objective Evolutionary Algorithms for Feature Selection: Application in Bankruptcy Prediction},
booktitle={SEAL-2010},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2452-2010,
author={Silva, C. and Antunes, M. and Ribeiro, B. and Correia, M. },
title={On using an ensemble approach of AIS and SVM for Text Classification},
booktitle={WACI’10,  5th Workshop on Applications of Computational Intelligence, December, 2010},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2588-2010,
author={Gaspar-Cunha, A. and Duarte, J. and Vieira, A. and Ribeiro, B. and Ribeiro, A. and Neves, J.C. },
title={Feature Selection for Bankruptcy Prediction Using Multi-Objective Evolutionary Algorithms},
booktitle={LIO-INFORMS, Buenos Aires, 2010},
year=2010,
address={n/a},
}
@inproceedings{cisuc-2179-2009,
author={Noel Lopes and Ribeiro, B. },
title={GPU implementation of the multiple back-propagation algorithm},
booktitle={10th International Conference on Intelligent Data Engineering and Automated Learning - IDEAL 2009},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2180-2009,
author={Noel Lopes and Ribeiro, B. },
title={MBPGPU: A Supervised Pattern Classifier for Graphical Processing Units},
booktitle={15th edition of the Portuguese Conference on Pattern Recognition - RECPAD 2009},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2181-2009,
author={Noel Lopes and Ribeiro, B. },
title={Fast pattern classification of ventricular arrhythmias using graphics processing units},
booktitle={14th Iberoamerican Congress on Pattern Recognition (CIARP 2009)},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2186-2009,
author={Chen, N. and Vieira, A. and Ribeiro, B. and Duarte, J. and Neves, J.C. },
title={Cost-Sensitive Learning Vector Quantization for Financial Distress Prediction},
booktitle={EPIA 2009, Springer-Verlag, Lecture Notes in Artificial Intelligence (LNAI) vol. 5816, pp. 374 â?? 385},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2187-2009,
author={Silva, C. and Ribeiro, B. },
title={Improving Text Classification Performance with Incremental Background Knowledge},
booktitle={International Conference on Artificial Neural Networks - ICANN 2009, pp. 923-931},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2188-2009,
author={Silva, C. and Ribeiro, B. },
booktitle={n/a},
title={Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2189-2009,
author={Ribeiro, B. and Silva, C. and Vieira, A. and Neves, J.C. },
booktitle={n/a},
title={Extracting Discriminative Features Using Non-Negative Matrix Factorization in Financial Distress Data},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2190-2009,
author={Vieira, A. and Duarte, J. and Ribeiro, B. and Neves, J.C. },
booktitle={n/a},
title={Accurate Prediction of Financial Distress of Companies with Machine Learning Algorithms},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2191-2009,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
title={Classification of Mass Spectrometry Data Using Manifold and Supervised Distance Metric Learning},
booktitle={International Conference on Bio-Inspired Systems and Signal Processing (BioSignals 2009)},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2192-2009,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
booktitle={n/a},
title={Using Expanded Markov Process  and Joint Distribution Features for JPEG Steganalysis},
year=2009,
address={n/a},
}
@inproceedings{cisuc-2224-2009,
author={Pereira, L.L. and Licinio Roque and Ribeiro, B. },
title={Classificação da estratégia de jogo utilizando Radial Basis Function e Support Vector Machines},
booktitle={Videojogos 2009},
year=2009,
address={n/a},
}
@inproceedings{cisuc-1655-2008,
author={Ferreira, R. and Ribeiro, B. and Silva, C. and Liu, Q. and Sung, A.H. },
title={Building Resilient Classifiers for LSB Matching Steganography},
booktitle={WCCI 2008},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1657-2008,
author={Silva, C. and Ribeiro, B. and Lotrič, U. and Dobnikar, A. },
title={Distributed Ensemble Learning in Text Classification},
booktitle={ICEIS 2008},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1658-2008,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. and Ferreira, R. },
title={Steganalysis of Multi-Class JPEG Images Based on Expanded  Markov Features and Polynomial Fitting},
booktitle={IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1659-2008,
author={Sankarapani, M.K. and Mukkamala, S. and Sung, A.H. and Ribeiro, B. },
title={Translation Based Arabic Text Categorization},
booktitle={ICISTM 2008},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1756-2008,
author={Silva, C. and Ribeiro, B. },
title={Text Classification on Embedded Manifolds},
booktitle={IBERAMIA 2008},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1757-2008,
author={Silva, C. and Ribeiro, B. },
title={Selecting Examples in Manifold Reduced Feature Space for Active Learning},
booktitle={IEEE ICMLA 2008},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1819-2008,
author={Ribeiro, B. and Alberto Cardoso },
title={Evaluation System for E-Learning with Pattern Mining Tools},
booktitle={2008 IEEE International Conference on Systems, Man and Cybernetics},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1822-2008,
author={Ribeiro, B. and Vieira, A. and Neves, J.C. },
booktitle={n/a},
title={Supervised Isomap with Dissimilarity Measures in Embedding Learning},
volume={5197},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1823-2008,
author={Beliczynski, B. and Ribeiro, B. },
booktitle={n/a},
title={Several Enhancements to Hermite-Based Approximation of One-Variable Functions},
volume={5163},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1824-2008,
author={Ribeiro, B. and Henriques, J. and Marques, A. and Antunes, M. },
title={Manifold Learning for Premature Ventricular Contractions Detection},
booktitle={Proc. of the Conference on Computers in Cardiology}, Bologna, Italy, Vol.  35, pp. 917--920},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1825-2008,
author={Torres, G.J. and Sung, A.H. and Mukkamala, S. and Ribeiro, B. },
title={A Similarity Measure for Clustering and its Applications},
booktitle={World Academy of Science, Engineering and Technology},
volume={31},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1871-2008,
author={Ribeiro, B. and Vieira, A. and Duarte, J. and Silva, C. and Neves, J.C. and Liu, Q. and Sung, A.H. },
title={Bankruptcy Analysis for Credit Risk using Manifold Learning},
booktitle={International Conference on Neural Information Processing},
year=2008,
address={n/a},
}
@inproceedings{cisuc-4654-2008,
author={Ribeiro, B. and Silva, C. and Sung, A.H. and Vieira, A. and Neves, J.C. and Duarte, J. and Liu, Q. },
title={Learning Manifolds for Bankruptcy Analysis},
booktitle={International Conference on Neural Information Processing - ICONIP, Auckland, New Zealand},
year=2008,
address={n/a},
}
@inproceedings{cisuc-4655-2008,
author={Vieira, A. and Duarte, J. and Ribeiro, B. and Neves, J.C. },
title={Improving Personal Credit Scoring with HLVQ-C},
booktitle={International Conference on Neural Information Processing - ICONIP, Auckland, New Zealand},
year=2008,
address={n/a},
}
@inproceedings{cisuc-1315-2007,
author={Silva, C. and Ribeiro, B. and Sung, A.H. },
title={Boosting RVM Classifiers for Large Data Sets},
booktitle={ICANNGA 2007},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1316-2007,
author={Ribeiro, B. },
booktitle={n/a},
title={Support, Relevance and Spectral Learning for Time Series},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1509-2007,
author={Ribeiro, B. and Alberto Cardoso },
title={Behavior Pattern Mining during the Evaluation Phase in an e-Learning Course},
booktitle={ICEE 2007 - International Conference on Engineering Education},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1566-2007,
author={Silva, C. and Ribeiro, B. },
title={Combining Active Learning and Relevance Vector Machines for Text Classification},
booktitle={IEEE ICMLA 2007},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1568-2007,
author={Brito, M. and Henriques, J. and P. Carvalho and Ribeiro, B. and Antunes, M. },
title={An ECG compression approach based on a segment dictionary and Bezier approximations},
booktitle={15th European Signal Processing Conference (EUSIPCO-2007)},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1569-2007,
author={Brito, M. and Henriques, J. and P. Carvalho and Ribeiro, B. and Antunes, M. },
title={ECG Compression through segment matching and progressive error encoding},
booktitle={EMBC -2007, 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1570-2007,
author={Henriques, J. and P. Carvalho and P. Gil and Marques, A. and Rocha, T. and Ribeiro, B. and Antunes, M. and Sal, R. and Habetha, J. },
booktitle={n/a},
title={Ventricular Arrhythmias Assessment},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1574-2007,
author={Ribeiro, B. and Marques, A. and Henriques, J. and Antunes, M. },
title={Premature Ventricular Beat Detection by Using Spectral Clustering Methods},
booktitle={Conference on Computers in Cardiology},
volume={34},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1575-2007,
author={Ferreira, J. and Crisóstomo, M. and Coimbra, P. and Ribeiro, B. },
title={Simulation control of a biped robot with Support Vector Regression},
booktitle={IEEE International Symposium on Intelligent Signal Processing-},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1578-2007,
author={Yendrapalli, K. and Mukkamala, S. and Sung, A.H. and Ribeiro, B. },
title={Biased Support Vector Machines and Kernel Methods for Intrusion Detection},
booktitle={World Congress on Engineering (WCE)},
year=2007,
address={n/a},
}
@inproceedings{cisuc-1205-2006,
author={Ribeiro, B. and Vieira, A. and Neves, J.C. },
title={Sparse Bayesian Classifiers: Bankruptcy-Predictors of Choice?},
booktitle={World Congress On Computational Intelligence, IEEE-IJCNN},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1207-2006,
author={Mukkamala, S. and Sung, A.H. and Ribeiro, B. and Vieira, A. },
title={Model Selection and Feature Ranking for Financial Distress Classification.},
booktitle={International Symposium on Neural Networks},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1251-2006,
author={Silva, C. and Ribeiro, B. and Lotrič, U. },
title={Fast-Decision SVM Ensemble Text Classifier Using Cluster Computing},
booktitle={ICNPSC\'06},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1252-2006,
author={Silva, C. and Ribeiro, B. },
title={Scaling Text Classification with Relevance Vector Machines},
booktitle={IEEE SMC06},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1269-2006,
author={Silva, C. and Ribeiro, B. },
title={Expanding Working Set Approaches to RVM for Text Classification},
booktitle={Summer School on Neural Networks - Poster Presentation},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1271-2006,
author={Silva, C. and Ribeiro, B. },
title={Automated Learning of RVM for Large Scale Text Sets: Divide to Conquer},
booktitle={IDEAL 2006},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1272-2006,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
title={Comparison of Gene Selection And Machine Learning For Tumor Classification},
booktitle={ICINCO 2006 - 3rd international Conference on Informatics in Control, Automation and Robotics, Workshop on Signal Processing, Systems Modeling and Control},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1273-2006,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
title={Image Complexity and Feature Extraction for Steganalysis of LSB Matching Steganography},
booktitle={The 2006 International Conference of Pattern Recognition (ICPR2006)},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1274-2006,
author={Ribeiro, B. and Marques, A. and Henriques, J. and Antunes, M. },
title={Choosing Real-Time Predictors For Ventricular Arrhythmias Detection},
booktitle={International Conference on Neural Information Processing,  ICONIP 2006},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1275-2006,
author={Ribeiro, B. and Brito, M. and Henriques, J. and Antunes, M. },
title={Sparse Bayesian Simplified Models for ECG Compression},
booktitle={International Conference on Natural Computation (ICNC\'06)},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1276-2006,
author={Mukkamala, S. and Sung, A.H. and Ribeiro, B. and Vieira, A. and Neves, J.C. },
title={Model Selection and Feature Ranking for Financial Distress Classification},
booktitle={8th International Conference on Enterprise Information Systems (ICEIS 2006),},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1289-2006,
author={Silva, C. and Ribeiro, B. },
title={Two-level hierarchical hybrid SVM-RVM classification model},
booktitle={IEEE ICMLA 2006},
year=2006,
address={n/a},
}
@inproceedings{cisuc-1304-2006,
author={Silva, C. and Ribeiro, B. },
title={RVM Ensemble for Text Classification},
booktitle={ICONIP 2006 - 13th International Conference on Neural Information Processing (Poster presentation)},
year=2006,
address={n/a},
}
@inproceedings{cisuc-922-2005,
author={Silva, C. and Ribeiro, B. },
title={Text Classification from Partially Labeled Distributed Data},
booktitle={ICANNGA 2005},
year=2005,
address={n/a},
}
@inproceedings{cisuc-1024-2005,
author={Silva, C. and Ribeiro, B. and Lotrič, U. },
title={Speeding-up Text Classification In a GRID Computing Environment},
booktitle={ICMLA 2005},
year=2005,
address={n/a},
}
@inproceedings{cisuc-1072-2005,
author={Vieira, A. and Neves, J.C. and Ribeiro, B. },
title={A Method to Improve Generalization of Neural Networks: Application to the Problem of Bankruptcy Prediction},
booktitle={International Conference on Adaptive and Natural Computing Algorithms},
year=2005,
address={n/a},
}
@inproceedings{cisuc-1073-2005,
author={Mukkamala, S. and Sung, A.H. and Ribeiro, B. },
title={Model Selection for Kernel Based Intrusion Detection Systems},
booktitle={International Conference on Adaptive and Natural Computing Algorithms},
year=2005,
address={n/a},
}
@inproceedings{cisuc-1074-2005,
author={Liu, Q. and Sung, A.H. and Ribeiro, B. },
title={Statistical Correlations and Machine Learning for Steganalysis},
booktitle={International Conference on Adaptive and Natural Computing Algorithms},
year=2005,
address={n/a},
}
@inproceedings{cisuc-1076-2005,
author={Lotrič, U. and Ribeiro, B. and Silva, C. and Dobnikar, A. },
title={Modeling Execution Times of Data Mining Problems in Grid Environments},
booktitle={ERK 2005},
year=2005,
address={n/a},
}
@inproceedings{cisuc-789-2004,
author={Silva, C. and Ribeiro, B. },
title={Labeled and Unlabeled Data in Text Categorization},
booktitle={IJCNN 2004},
year=2004,
address={n/a},
}
@inproceedings{cisuc-855-2004,
author={Silva, C. and Ribeiro, B. },
title={Margin-based Active Learning and Background Knowledge in Text Mining},
booktitle={HIS 2004},
year=2004,
address={n/a},
}
@inproceedings{cisuc-1075-2004,
author={Vieira, A. and Ribeiro, B. and Mukkamala, S. and Neves, J.C. and Sung, A.H. },
title={On the Performance of Learning Machines for Bankruptcy Detection"},
booktitle={International Conference on Computational Cybernetics},
year=2004,
address={n/a},
}
@inproceedings{cisuc-401-2003,
author={Ribeiro, B. },
title={Support Vector Machines For Medical Data Bases Classification},
booktitle={EUNITE Summer Course on Soft Computing in Medicine},
year=2003,
address={n/a},
}
@inproceedings{cisuc-431-2003,
author={Silva, C. and Ribeiro, B. },
title={The Importance of Stop Word Removal on Recall Values in Text Categorization},
booktitle={IJCNN 2003},
year=2003,
address={n/a},
}
@inproceedings{cisuc-432-2003,
author={Silva, C. and Ribeiro, B. },
title={On the Evaluation of Text Processing in Text Categorization},
booktitle={ICMLA 2003},
year=2003,
address={n/a},
}
@inproceedings{cisuc-433-2003,
author={Silva, C. and Ribeiro, B. },
title={An Inductive Inference Approach to Large Scale Text Categorisation},
booktitle={ICANNGA 2003},
year=2003,
address={n/a},
}
@inproceedings{cisuc-487-2003,
author={Ribeiro, B. },
title={Kernelized based functions with Minkovsky's norm for SVM Regression},
booktitle={INNS-IEEE International Joint Conference on Neural Networks},
volume={2},
year=2003,
address={n/a},
}
@inproceedings{cisuc-653-2003,
author={Ribeiro, B. },
title={Computational intelligence in manufacturing quality control},
booktitle={Impact of Artificial Intelligence Methods and Models},
year=2003,
address={n/a},
}
@inproceedings{cisuc-254-2002,
author={P. Carvalho and Santos, A. and Ribeiro, B. and António Dourado },
title={Bayes Information Criterion for Tikhonov Problems with Linear Constraints: Application to Radiometric Image Correction},
booktitle={Int. Conf. on Image and Signal Processing},
year=2002,
address={n/a},
}
@inproceedings{cisuc-255-2002,
author={P. Carvalho and Santos, A. and Ribeiro, B. and António Dourado },
title={Bayes Information Criterion for Tikhonov Problems with Linear Constraints: Application to Spectral Data Estimation},
booktitle={IAPR Int. Conf. on Pattern Recognition},
year=2002,
address={n/a},
}
@inproceedings{cisuc-256-2002,
author={P. Carvalho and António Dourado and Ribeiro, B. },
title={Radiometric Image Correction with Automatic Model Selection},
booktitle={IFAC bâ??02 15th World Congress},
year=2002,
address={n/a},
}
@inproceedings{cisuc-488-2002,
author={Ribeiro, B. },
title={On Data Support Vector Clustering},
booktitle={IEEE 9th International Conference on Neural Information Processing (ICONIP 2002)},
volume={2},
year=2002,
address={n/a},
}
@inproceedings{cisuc-257-2001,
author={P. Carvalho and Santos, A. and Ribeiro, B. and António Dourado },
title={On the Estimation of Spectral Data: a Genetic Algorithm Approach},
booktitle={IEEE Int. Conf. on Image Processing},
year=2001,
address={n/a},
}
@inproceedings{cisuc-258-2001,
author={P. Carvalho and Santos, A. and Ribeiro, B. and António Dourado },
title={Learning Spectral Calibration Parameters For Color Inspection},
booktitle={IEEE Int. Conf. on Computer Vision},
year=2001,
address={n/a},
}
@inproceedings{cisuc-436-2001,
author={Silva, C. and Ribeiro, B. },
title={Angular Memory and Supervisory Modules in a Neural Architecture for Navigating NOMAD},
booktitle={ICANNGA 2001},
year=2001,
address={n/a},
}
@inproceedings{cisuc-489-2001,
author={Ribeiro, B. },
title={Support Vector Machines in Fault Monitoring Control},
booktitle={International Conference on Computing Anticipatory Systems (CASYS'2001)},
year=2001,
address={n/a},
}
@inproceedings{cisuc-490-2001,
author={Ribeiro, B. },
title={Support Vector Machines and RBF Neural Networks For Fault Detection and Diagnosis},
booktitle={IEEE 8th International Conference on Neural Information Processing (ICONIP0)1},
volume={2},
year=2001,
address={n/a},
}
@inproceedings{cisuc-491-2001,
author={Noel Lopes and Ribeiro, B. },
title={Hybrid learning in a multi-neural network architecture},
booktitle={INNS-IEEE International Joint Conference on Neural Networks (IJCNN'01)},
year=2001,
address={n/a},
}
@inproceedings{cisuc-497-2001,
author={Ribeiro, B. },
title={Fault Detection in a Thermoplastic Molding Injection Process Using Neural Networks},
booktitle={INNS-IEEE International Joint Conference on Neural Networks ( IJCNN'99)},
year=2001,
address={n/a},
}
@inproceedings{cisuc-437-2000,
author={Silva, C. and Ribeiro, B. },
title={A Neural Modular Architecture for Navigating Mobile Robots},
booktitle={CONTROLO 2000},
year=2000,
address={n/a},
}
@inproceedings{cisuc-438-2000,
author={Silva, C. and Ribeiro, B. },
title={MONODA: A Neural Modular Architecture for Obstacle Avoidance Without Knowledge of the Environment},
booktitle={IJCNN 2000},
year=2000,
address={n/a},
}
@inproceedings{cisuc-439-2000,
author={Silva, C. and Ribeiro, B. },
title={A Modular Neural Architecture for Navigating NOMAD Mobile Robot},
booktitle={IPMU 2000},
year=2000,
address={n/a},
}
@inproceedings{cisuc-633-2000,
author={Araujo, F. and rodrigues, L. and Ribeiro, B. },
title={Aplicação das Redes Neuronais no Encaminhamento em Redes de dados},
booktitle={Redes de Computadores (CRC2000)},
year=2000,
address={n/a},
}
@inproceedings{cisuc-1589-2000,
author={Dimirovski, G.M. and António Dourado and Ribeiro, B. },
title={On learning control in industrial furnaces and boilers},
booktitle={Proceedings of the 2000 IEEE International Symposium on Intelligent Control},
year=2000,
address={n/a},
}
@inproceedings{cisuc-492-1999,
author={Costa, N.A. and Ribeiro, B. },
title={Monitoring an Industrial Plastic Injection Moulding Machine Using Neural Networks},
booktitle={International Conference on Neural Networks and Genetic Algorithms (ICANNGA99)},
year=1999,
address={n/a},
}
@inproceedings{cisuc-493-1999,
author={Costa, N.A. and Ribeiro, B. },
title={A Neural Prediction Model for Monitoring and Fault Diagnosis of a Plastic Injection Moulding Machine},
booktitle={European Conference Control, ECC'99},
year=1999,
address={n/a},
}
@inproceedings{cisuc-494-1999,
author={Costa, N.A. and Ribeiro, B. },
title={Artificial Neural Networks for Data Modelling of a Plastic Injection Moulding Machine},
booktitle={IEEE 6th International Conference on Neural Information Processing (ICONIP'99)},
year=1999,
address={n/a},
}
@inproceedings{cisuc-495-1999,
author={Noel Lopes and Ribeiro, B. },
title={A Data Pre-Processing Tool for Neural Networks (DTPNN) Use in a Moulding Injection Machine},
booktitle={Second World Manufacturing Congress (WMC'99)},
year=1999,
address={n/a},
}
@inproceedings{cisuc-496-1999,
author={Noel Lopes and Ribeiro, B. },
title={Part Quality Prediction in an Injection Moulding Process using Neural Networks},
booktitle={Second World Manufacturing Congress (WMC\'99)},
year=1999,
address={n/a},
}
@inproceedings{cisuc-2072-1999,
author={Ribeiro, B. },
title={Fault detection in a thermoplastic injection molding process using neural networks},
booktitle={International Joint Conference on Neural Networks},
volume={5},
year=1999,
address={n/a},
}
@inproceedings{cisuc-498-1998,
author={Ribeiro, B. },
title={Prediction of Lime Availability of an Industrial Kiln by Neural Networks'},
booktitle={IEEE World Congress on Computational Intelligence (WCCI98)},
volume={3},
year=1998,
address={n/a},
}
@inproceedings{cisuc-499-1998,
author={Ribeiro, B. and Alberto Cardoso },
title={A Model-based Neural Network Controller for a Process Trainer Laboratory Equipment},
booktitle={International Conference on Neural Networks and Genetic Algorithms (ICANNGA97)},
year=1998,
address={n/a},
}
@inproceedings{cisuc-652-1998,
author={P. Carvalho and Costa, N.A. and Ribeiro, B. and António Dourado },
title={Highly Irregular Eliptical Object Localisation in Multi-Connected Regions using Neural Networks},
booktitle={International Symposium on Engineering Intelligent Systems},
year=1998,
address={n/a},
}
@inproceedings{cisuc-647-1997,
author={P. Carvalho and Costa, N.A. and Ribeiro, B. and António Dourado },
title={Lime Ball Quality Inspection Using a Neural Network and Geometrical Based Decision Criteria},
booktitle={International Conference on Systems Engineering},
year=1997,
address={n/a},
}
@inproceedings{cisuc-651-1997,
author={P. Carvalho and Costa, N.A. and Ribeiro, B. and António Dourado },
title={Industrial Visual Inspection of Lime Balls by Neural Networks},
booktitle={International Conference for Computers and Industrial Engineering},
year=1997,
address={n/a},
}
@inproceedings{cisuc-635-1996,
author={Ribeiro, B. and António Dourado and Costa, E. },
title={Integrated Process Supervision and Control by Neural Networks},
booktitle={IEEE World Conference on Neural Networks (WCNN96)},
year=1996,
address={n/a},
}
@inproceedings{cisuc-636-1996,
author={Ribeiro, B. and Alberto Cardoso },
title={Neurocontroller Synthesis of a Scaled Heating laboratory Process},
booktitle={2nd Portuguese Conference on Automatic Control (CONTROLO96)},
year=1996,
address={n/a},
}
@inproceedings{cisuc-637-1996,
author={Ribeiro, B. },
title={Application of Neural Networks for Diagnosing and Predicting the Condition of an Industrial Lime Kiln},
booktitle={Computational Engineering in Systems Applications (CESA96)},
year=1996,
address={n/a},
}
@inproceedings{cisuc-638-1995,
author={Ribeiro, B. and Kovacec, A. and António Dourado },
title={Example of Finding the Architecture of a BPNN for a Pulp and Paper Engineering Application looking at the Geometry of a given Classification task},
booktitle={International Conference on Engineering Applications of Neural Networks (EANN95)},
year=1995,
address={n/a},
}
@inproceedings{cisuc-639-1995,
author={Ribeiro, B. and António Dourado and Costa, E. },
title={Lime Kiln fault Detection and Diagnosis by Neural Networks},
booktitle={International Conference on Artificial Neural Networks and Genetics Algorithms},
year=1995,
address={n/a},
}
@inproceedings{cisuc-640-1995,
author={Ribeiro, B. and António Dourado },
title={Industrial Kiln Multivariable Control: MNN and RBFNN Approaches},
booktitle={International Conference on Artificial Neural Networks and Genetics Algorithms},
year=1995,
address={n/a},
}
@inproceedings{cisuc-649-1994,
author={Ribeiro, B. and António Dourado },
title={Controlo Multivariável de um Forno Industrial baseado em Redes Neuronais Artificiais MNN e RBFNN},
booktitle={1º Encontro Portugues de Controlo Automático},
year=1994,
address={n/a},
}
@inproceedings{cisuc-650-1994,
author={Gonçalves, C. and Alberto Cardoso and António Dourado and Ribeiro, B. and Pereira, C. and Henriques, J. },
title={Aplicação Multimédia para Treino e Aprendizagem em Controlo Automático},
booktitle={1º Encontro Portugues de Controlo Automático},
year=1994,
address={n/a},
}
@inproceedings{cisuc-641-1993,
author={Ribeiro, B. and António Dourado and Costa, E. },
title={A Neural Network based Control of a Simulated Industrial Lime Kiln},
booktitle={INNS-IEEE International Joint Conference on  Neural Networks},
year=1993,
address={n/a},
}
@inproceedings{cisuc-642-1993,
author={Kovacec, A. and Ribeiro, B. },
title={Kolmogorov's Theorem: From Algebraic Equations and Nomography to Neural Networks},
booktitle={International Conference on Artificial Neural Networks and Genetics Algorithms},
year=1993,
address={n/a},
}
@inproceedings{cisuc-643-1993,
author={Ribeiro, B. and António Dourado },
title={Lime Kiln Process Identification and Control: A Neural Network Approach},
booktitle={International Conference on Artificial Neural Networks and Genetics Algorithms},
year=1993,
address={n/a},
}
@inproceedings{cisuc-644-1993,
author={Ribeiro, B. and António Dourado },
title={Dynamic Modelling and simulation of a Pulp Mill Lime Kiln},
booktitle={International Symposium on Modelling, Identification and Control},
year=1993,
address={n/a},
}
@proceedings{cisuc-5840-2019,
author={Morales, A. and Fierrez, J. and Sánchez, J. and Ribeiro, B. },
title={9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part I},
publisher={Springer},
volume={I},
edition={I},
isbn={978-3-030-31332-6},
year=2019,
address={n/a},
}
@proceedings{cisuc-5841-2019,
author={Morales, A. and Fierrez, J. and Sánchez, J. and Ribeiro, B. },
title={9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1–4, 2019, Proceedings, Part II},
publisher={Springer},
volume={II},
edition={1},
isbn={978-3-030-31321-0},
year=2019,
address={n/a},
}
@proceedings{cisuc-6040-2018,
author={Alberto Cardoso and Teixeira, C. and Henriques, J. and P. Gil and Guerra, H. and Garcia, A.M. and Ribeiro, B. and Leite, F.S. and Araújo, R. },
title={13th APCA - International Conference on Automatic Control and Soft-Computing – CONTROLO 2018},
publisher={IEEE},
volume={1},
edition={1},
isbn={978-1-5386-5346-3},
year=2018,
address={n/a},
}
@proceedings{cisuc-1576-2007,
author={Beliczynski, B. and Dzielinski, A. and Iwanowski, M. and Ribeiro, B. },
title={Adaptive and Natural Computing Algorithms Part I},
publisher={LNCS, Springer-Verlag},
volume={4431},
edition={1},
isbn={978-3-540-71589-4},
year=2007,
address={n/a},
}
@proceedings{cisuc-1577-2007,
author={Beliczynski, B. and Dzielinski, A. and Iwanowski, M. and Ribeiro, B. },
title={Adaptive and Natural Computing Algorithms Part II},
publisher={LNCS, Springer-Value},
volume={4432},
edition={1},
isbn={978-3-540-71590-0},
year=2007,
address={n/a},
}
@proceedings{cisuc-1071-2005,
author={Ribeiro, B. },
title={Adaptive and Natural Computing Algorithms},
publisher={Springer-Verlag},
volume={1},
edition={1},
year=2005,
address={n/a},
}
@inbook{cisuc-6048-2020,
author={Francisco Antunes and Pereira, F.C. and Ribeiro, B. },
title={Directional Grid-based Search for Simulation Metamodeling using Active Learning},
chapter={3},
publisher={Springer},
booktitle={Intelligent Transport Systems. From Research and Development to the Market Uptake },
volume={310},
edition={1},
pages={32--46},
year=2020,
address={n/a},
}
@inbook{cisuc-3573-2014,
author={Freiria, S. and Tavares, A.O. and Ribeiro, B. },
title={Road infrastructures for risk management: From regional to local dynamics},
chapter={*},
publisher={Taylor & Francis Group, London},
booktitle={Safety, Reliability and Risk Analysis: Beyond the Horizon, Steenbergen et al.(Eds)Taylor & Francis Group, London, ISBN 978-1-138-00123-7},
volume={*},
edition={*},
pages={669--677},
year=2014,
address={n/a},
}
@inbook{cisuc-2454-2011,
author={Ferreira, J. and Crisóstomo, M. and Coimbra, P. and Ribeiro, B. },
booktitle={n/a},
pages={n/a},
publisher={n/a},
title={SVR controller for a biped robot with a human-like gait subjected to external sagittal forces},
editor={Intech},
chapter={Book Chapter, pp. 77},
year=2011,
address={n/a},
}
@inbook{cisuc-2455-2011,
author={Liu, Q. and Sung, A.H. and Qiao, M. and Ribeiro, B. and Chen, N. },
booktitle={n/a},
pages={n/a},
publisher={n/a},
title={Feature Mining and Pattern Recognition in Multimedia Forensics - Detection of JPEG Image Based Steganography, Double-Compression, Interpolations and WAV Audio Based Steganography},
editor={Patrick Wang},
chapter={Pattern Recognition,},
year=2011,
address={n/a},
}
@inbook{cisuc-632-2003,
author={Ribeiro, B. },
title={Learning Adaptive Kernels for Model Diagnosis},
editor={Eds. A. Abraham, M. Koppen, K Franke, IOS Press},
publisher={IOS Press},
booktitle={Design and Application of Hybrid Intelligent Systems},
volume={104},
pages={563--571},
year=2003,
address={n/a},
}
@inbook{cisuc-250-2002,
author={Ribeiro, B. and P. Carvalho },
title={Mercer's Kernel Based Learning},
editor={Eds. A. Abraham, J.},
publisher={IOS Press (ISBN: 1-58603-297-6)},
booktitle={Soft Computing: Design, Management and Applications, Frontiers in Artificial  Intelligence and Applications, IOS Press},
pages={341--350},
year=2002,
address={n/a},
}
@inbook{cisuc-434-2001,
author={Silva, C. and Ribeiro, B. },
title={A Modular Constructive Approach to Mobile Robot Navigation},
editor={Norio Baba et. al},
publisher={IOS Press},
booktitle={Fifth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies 2001},
pages={313--317},
year=2001,
address={n/a},
}
@inbook{cisuc-1990-2000,
author={Dimirovski, G.M. and António Dourado and Ribeiro, B. },
title={Learning Control of Thermal Systems},
editor={K- Aström and all. (Cosy)},
chapter={14},
publisher={Springer},
booktitle={Control of Complex Systems},
volume={1},
edition={1},
pages={317--337},
year=2000,
address={n/a},
}
@inbook{cisuc-646-1995,
author={Ribeiro, B. and António Dourado },
title={Lime Kiln Simulation and Control by Neural Networks},
editor={Ed. A. Bulsary, Elsevier Science Publishers, North-Holland},
chapter={7},
publisher={Elsevier Science Publishers, North-Holland},
booktitle={Neural Networks for Chemical Engineers},
pages={163--191},
year=1995,
address={n/a},
}
@inbook{cisuc-645-1993,
author={Ribeiro, B. and António Dourado },
title={Industrial Lime Kiln Simulation and Control by Neural Networks},
editor={Eds. P. A. Pilavachi, Elsevier Science Publishers, London},
publisher={Elsevier Science Publishers, London},
booktitle={Energy Efficiency in Process Technology},
pages={779--788},
year=1993,
address={n/a},
}
@techreport{cisuc-6259-2020,
author={Phong, N.H. and Ribeiro, B. },
title={Rethinking Recurrent Neural Networks and other Improvements for Image Classification},
number={2007.15161},
year=2020,
address={n/a},
}
@techreport{cisuc-6063-2019,
author={Assunção, F. and Lourenço, Nuno and Penousal Machado and Ribeiro, B. },
title={Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks},
number={arXiv:1905.02969},
year=2019,
address={n/a},
}
@techreport{cisuc-5395-2018,
author={Leitão, J. and P. Gil and Ribeiro, B. and Alberto Cardoso },
title={Adaptive Supervisory Framework for Cyber-Physical Systems},
number={TR 2018-001},
year=2018,
address={n/a},
}
@techreport{cisuc-5744-2018,
author={Azevedo, D. and Ribeiro, B. and Alberto Cardoso },
title={Benchmark of methods applied to PHM08 Challenge Dataset},
number={TR_DA2018_1},
year=2018,
address={n/a},
}
@techreport{cisuc-5386-2017,
author={Francisco Antunes and Ribeiro, B. and Pereira, F.C. and Gomes, R. },
title={Active Learning Metamodels for Transportation Simulators},
number={TR-2017-005},
year=2017,
address={n/a},
}
@techreport{cisuc-5408-2017,
author={Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso and Duarte Raposo and Marcelo, . and Rodrigues, A. and Jorge Sá Silva and Boavida, F. },
title={Computational concept modeling for student centric lifestyle analysis: A technical report on socialite case study},
number={TR 2017-02},
year=2017,
address={n/a},
}
@techreport{cisuc-5424-2017,
author={Vieira, A. and Ribeiro, B. and Ferreira, J. },
title={GAIT Analysis: Methods & Data Review},
number={4},
year=2017,
address={n/a},
}
@techreport{cisuc-5425-2017,
author={Dib, M. and Ribeiro, B. and Prates, P. },
title={Comparison of Machine Learning Algorithms to Build a Model for Predicting Defects in Sheet Metal Forming Processes},
number={3},
year=2017,
address={n/a},
}
@techreport{cisuc-1108-2005,
author={Silva, C. and Ribeiro, B. and Lotrič, U. and Dobnikar, A. },
title={Intelligent Data Mining in the GRID Environment - Report 10/2005},
year=2005,
address={n/a},
}
@techreport{cisuc-402-2003,
author={Kovacec, A. and Ribeiro, B. },
title={Convex Hull Calculations: A MATLAB implementation and Correctness Proofs for the LRS-Algorithm},
number={Tech R: 03-26},
year=2003,
address={n/a},
}
@techreport{cisuc-634-2000,
author={Araujo, F. and Ribeiro, B. and rodrigues, L. },
title={A Neural Network for Shortest path Computation},
year=2000,
address={n/a},
}
@techreport{cisuc-1082-2000,
author={Araujo, F. and Ribeiro, B. and rodrigues, L. },
title={A Neural Network for Short Path Computation},
year=2000,
address={n/a},
}