@article{cisuc-6140-2020,
author={Martins, N. and Cruz, J.M. and Tiago Cruz and Pedro Henriques Abreu },
title={Adversarial Machine Learning applied to Intrusion and Malware Scenarios: a systematic review},
journal={IEEE Access},
number={n/a},
pages={n/a},
year=2020,
address={n/a},
}
@article{cisuc-5773-2019,
author={Miriam Seoane Santos and Ricardo Cardoso Pereira and Costa, A. and Soares, J.P. and Santos, J. and Pedro Henriques Abreu },
title={Generating Synthetic Missing Data: A Review by Missing Mechanism},
journal={IEEE Access},
volume={7},
number={n/a},
pages={11651--11667},
year=2019,
address={n/a},
}
@article{cisuc-5902-2019,
author={Inês Domingues and Duarte, H. and Santos, J. and Pedro Henriques Abreu },
title={Computer vision in esophageal cancer: a literature review},
journal={IEEE Access},
volume={7},
number={n/a},
pages={103080--103094},
year=2019,
address={n/a},
}
@article{cisuc-5903-2019,
author={Inês Domingues and Pereira, G. and Martins, P. and Duarte, H. and Santos, J. and Pedro Henriques Abreu },
title={Using deep learning techniques in medical imaging: a systematic review of applications on CT and PET},
journal={Artificial Intelligence Review},
number={n/a},
pages={1--68},
year=2019,
address={n/a},
}
@article{cisuc-5641-2018,
author={Miriam Seoane Santos and Pedro Henriques Abreu and , G.R. and Gárcia-Laencina, P.J. },
title={Improving the Classifier Performance in Motor Imagery Task Classification: What are the steps in the classification process that we should worry about?},
journal={ International Journal of Computational Intelligence Systems},
volume={11},
number={1},
pages={1278--1293},
year=2018,
address={n/a},
}
@article{cisuc-5642-2018,
author={Pedro Henriques Abreu and Daniel Castro Silva and Gomes, A. },
title={Multiple Choice Questions In Programming Courses: Can We Use Them And Are Students Motivated By Them? (To appear)},
journal={ACM Transactions on Computing Education},
number={n/a},
pages={n/a},
year=2018,
address={n/a},
}
@article{cisuc-5643-2018,
author={Miriam Seoane Santos and Soares, J.P. and Pedro Henriques Abreu and Araújo, H. and Santos, J. },
title={Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches},
journal={IEEE Computational Intelligence Magazine},
volume={13},
number={4},
pages={59--76},
year=2018,
address={n/a},
}
@article{cisuc-4846-2017,
author={Nogueira, M. and Pedro Henriques Abreu and Martins, P. and Penousal Machado and Duarte, H. and Santos, J. },
title={An Artificial Neural Networks Approach for Automatic Assessment of Treatment Response in Oncological Patients using PET/CT images},
journal={BMC Medical Imaging},
volume={17},
pages={n/a},
number={1},
year=2017,
address={n/a},
}
@article{cisuc-4810-2016,
author={Abreu, M.H. and Afonso, N. and Pedro Henriques Abreu },
title={Male breast cancer: Looking for better prognostic subgroups},
journal={The Breast},
volume={26},
number={n/a},
pages={18--24},
year=2016,
address={n/a},
}
@article{cisuc-4811-2016,
author={Daniel Castro Silva and Pedro Henriques Abreu and Reis, L.P. and Oliveria, E. },
title={Development of Flexible Languages for Scenario and Team Description in Multi-Robot Missions},
journal={Journal of Artificial Intelligence for Engineering Design},
number={n/a},
pages={180},
year=2016,
address={n/a},
}
@article{cisuc-4812-2016,
author={Abreu, M.H. and Pedro Henriques Abreu and Afonso, N. },
title={Patterns of Recurrence and Treatment in Male Breast Cancer: A Clue to Prognosis?},
journal={International Journal of Cancer},
volume={139},
number={8},
pages={1715--1720},
year=2016,
address={n/a},
}
@article{cisuc-4813-2016,
author={Nogueira, M. and Pedro Henriques Abreu and Martins, P. and Penousal Machado and Duarte, H. and Santos, J. },
title={Image Descriptors in Healthcare Contexts: A Systematic Review},
journal={Artificial Intelligence Review},
number={n/a},
pages={290},
year=2016,
address={n/a},
}
@article{cisuc-4814-2016,
author={Pedro Henriques Abreu and Santos, M. and Abreu, M.H. and Daniel Castro Silva },
title={Predicting Breast Cancer Recurrence using Machine Learning Techniques: A Systematic Review},
journal={Journal Of ACM Computing Surveys},
volume={49},
number={3},
pages={1--40},
year=2016,
address={n/a},
}
@article{cisuc-5198-2016,
author={Pedro Henriques Abreu and Miriam Seoane Santos and Abreu, M.H. and Daniel Castro Silva },
title={ Predicting Breast Cancer Recurrence Using Machine Learning Techniques: A Systematic Review},
journal={ACM Computing Surveys (CSUR)},
volume={49},
number={3},
pages={1--40},
year=2016,
address={n/a},
}
@article{cisuc-4411-2015,
author={Gárcia-Laencina, P.J. and Pedro Henriques Abreu and Abreu, M.H. and Afonso, N. },
title={Missing data imputation on the 5-year survival prediction of breast cancer patients with unknown discrete values},
journal={CBM - Computers in Biology and Medicine},
volume={59},
number={2015},
pages={125--133},
year=2015,
address={n/a},
}
@article{cisuc-4412-2015,
author={Daniel Castro Silva and Pedro Henriques Abreu and Reis, L.P. and Oliveria, E. },
title={Development of a Flexible Language for Disturbance Description for Multi-Robot Missions},
journal={Journal of Simulation},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-4413-2015,
author={Abreu, M.H. and Afonso, N. and Pedro Henriques Abreu },
title={CYP2D6*4 polymorphism: a new marker of response to hormonotherapy in male breast cancer?},
journal={The Breast},
volume={24},
number={4},
pages={481--486},
year=2015,
address={n/a},
}
@article{cisuc-4414-2015,
author={Penousal Machado and Tiago Martins and Amaro, H. and Pedro Henriques Abreu },
title={Beyond Interactive Evolution: Expressing Intentions Through Fitness Functions},
journal={Leonardo},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-4415-2015,
author={Santos, M. and Pedro Henriques Abreu and Gárcia-Laencina, P.J. and Simão, A. and Carvalho, A. },
title={A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients},
journal={Journal of Biomedical Informatics},
volume={58},
number={2015},
pages={49--59},
year=2015,
address={n/a},
}
@article{cisuc-4416-2015,
author={Pedro Henriques Abreu and Daniel Castro Silva and Amaro, H. and Magalhães, R. },
title={Identification of Residential Energy Consumption Behaviours},
editor={(To Appear)},
journal={Journal of Energy Engineering},
volume={142},
number={4},
pages={100},
year=2015,
address={n/a},
}
@article{cisuc-4417-2015,
author={Abreu, M.H. and Afonso, N. and Pedro Henriques Abreu },
title={Male Breast Cancer: Looking for better prognostic subgroups},
journal={The Breast},
number={n/a},
pages={n/a},
year=2015,
address={n/a},
}
@article{cisuc-5197-2015,
author={Miriam Seoane Santos and Pedro Henriques Abreu and Gárcia-Laencina, P.J. and Simão, A. and Carvalho, A. },
title={ A new cluster-based oversampling method for improving survival prediction of hepatocellular carcinoma patients },
journal={Journal of Biomedical Informatics},
volume={58},
number={n/a},
pages={49--59},
year=2015,
address={n/a},
}
@article{cisuc-3427-2014,
author={Pedro Henriques Abreu and Daniel Castro Silva and Portela, J. and Mendes-Moreira, J. and Reis, L.P. },
title={Using Model-Based Collaborative Filtering Techniques to Recommend the Expected Best Strategy to Defeat a Simulated Soccer Opponent},
journal={IDA – Intelligent Data Analysis },
volume={18},
number={5},
pages={973--991},
year=2014,
address={n/a},
}
@article{cisuc-3909-2014,
author={Pedro Henriques Abreu and Xavier, J. and Daniel Castro Silva and Reis, L.P. and Petry, M. },
title={Using Kalman Filters to Reduce Noise from RFID Location System,},
journal={The Scientific World Journal},
volume={2014},
pages={n/a},
number={9},
year=2014,
address={n/a},
}
@article{cisuc-3910-2014,
author={Pedro Henriques Abreu and Daniel Castro Silva and Almeida, F. and Mendes-Moreira, J. },
title={Improving a Simulated Soccer Team Performance Through a Collaborative Filtering Approach},
journal={Applied Soft Computing},
volume={23},
number={n/a},
pages={180--193},
year=2014,
address={n/a},
}
@article{cisuc-3911-2014,
author={Dias, J.C. and Penousal Machado and Daniel Castro Silva and Pedro Henriques Abreu },
title={An Inverted Ant Colony Optimization approach to Traffic},
journal={Engineering Applications of Artificial Intelligence},
volume={36},
number={n/a},
pages={122--133},
year=2014,
address={n/a},
}
@article{cisuc-3912-2014,
author={Daniel Castro Silva and Pedro Henriques Abreu and Reis, L.P. and Oliveria, E. },
title={Development of a Flexible Language for Mission Description for Multi- Robot Missions},
journal={Information Sciences Journal},
volume={288},
number={n/a},
pages={27--44},
year=2014,
address={n/a},
}
@article{cisuc-4076-2014,
author={Cravo, J. and Almeida, F. and Pedro Henriques Abreu and Reis, L.P. and Lau, N. and Mota, L. },
title={Strategy planner: Graphical definition of soccer set-plays},
journal={Data & Knowledge Engineering},
volume={94},
number={n/a},
pages={110--131},
year=2014,
address={n/a},
}
@article{cisuc-3428-2013,
author={Pedro Henriques Abreu and Daniel Castro Silva and Mendes-Moreira, J. and Reis, L.P. and Garganta, J. },
title={Using Multivariate Adaptive Regression Splines in the Construction of Simulated Soccer Team's Behavior Models},
journal={International Journal of Computational Intelligence},
volume={6},
number={5},
pages={893--910},
year=2013,
address={n/a},
}
@article{cisuc-3201-2012,
author={Almeida, F. and Pedro Henriques Abreu and Lau, N. and Reis, L.P. },
title={An automatic approach to extract goal plans from soccer simulated matches},
editor={DOI 10.1007/s00500-012-0952-z},
journal={Soft Computing - A Fusion of Foundations, Methodologies and Applications},
volume={17},
number={5},
pages={835--848},
year=2012,
address={n/a},
}
@inproceedings{cisuc-5784-2019,
author={Ricardo Cardoso Pereira and Pedro Henriques Abreu and Polisciuc, E. and Penousal Machado },
title={A Data Visualization Approach for Intersection Analysis using AIS Data},
booktitle={Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2019) - Volume 3: IVAPP},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5821-2019,
author={Martins, N. and Cruz, J.M. and Tiago Cruz and Pedro Henriques Abreu },
title={Analysing the Footprint of Classifiers in Adversarial Denial of Service Contexts},
booktitle={in Proc of 19th EPIA Conference on Artificial Intelligence, Vila Real, Portugal, September 3rd-6th, 2019},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5833-2019,
author={Ricardo Cardoso Pereira and Miriam Seoane Santos and Rodrigues, P.P. and Pedro Henriques Abreu },
title={MNAR Imputation with Distributed Healthcare Data},
booktitle={19th EPIA Conference on Artificial Intelligence},
year=2019,
address={n/a},
}
@inproceedings{cisuc-6122-2019,
author={Marques, F. and Inês Domingues and Amorim, J.P.P. and Duarte, H. and Santos, J. and Pedro Henriques Abreu },
title={Evaluation of Oversampling Data Balancing Techniques in the Context of Ordinal Classification},
booktitle={2018 International Joint Conference on Neural Networks (IJCNN)},
year=2019,
address={n/a},
}
@inproceedings{cisuc-5473-2018,
author={Frazão, I. and Pedro Henriques Abreu and Tiago Cruz and Araújo, H. and Simões, P. },
title={Denial of Service Attacks: Detecting the frailties of machine learning algorithms in the Classication Process},
booktitle={13th International Conference on Critical Information Infrastructures Security (CRITIS 2018), ed. Springer, Kaunas, Lithuania, September 24-26, 2018, Springer series on Security and Cryptology },
year=2018,
address={n/a},
}
@inproceedings{cisuc-5582-2018,
author={Inês Domingues and Martins, P. and Pedro Henriques Abreu },
title={Registration of CT with PET: a comparison of intensity-based approaches},
booktitle={International Workshop on Combinatorial Image Analysis (IWCIA)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5583-2018,
author={Inês Domingues and Pedro Henriques Abreu },
title={BI-RADS classification of breast cancer: a new pre-processing pipeline for deep models training},
booktitle={IEEE International Conference on Image Processing (ICIP)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5585-2018,
author={Inês Domingues and Amorim, J.P.P. and Pedro Henriques Abreu },
title={Evaluation of oversampling data balancing techniques in the context of ordinal classification},
booktitle={International Joint Conference on Neural Networks (IJCNN)},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5592-2018,
author={Amorim, J.P.P. and Inês Domingues and Pedro Henriques Abreu },
title={Interpreting Deep Learning Models for Ordinal Problems},
booktitle={European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5644-2018,
author={Costa, S. and Miriam Seoane Santos and Pedro Henriques Abreu and Pessoa, T. and Gomes, A. },
title={The role of computer programming as a partner in the English classroom},
booktitle={EdMedia: World Conference on Educational Media and Technology, pp.1113-1122},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5645-2018,
author={Pedro Henriques Abreu and Martins, P. and Penousal Machado and Arrais, J.P. and Gomes, A. },
title={The Relationship Between Learning Styles and Creativity Students: An Information Visualization Class Case Study},
booktitle={EdMedia: World Conference on Educational Media and Technology, pp.1246-1255},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5646-2018,
author={Soares, J.P. and Miriam Seoane Santos and Pedro Henriques Abreu and Araújo, H. and Santos, J. },
title={Exploring the Effects of Data Distribution in Missing Data Imputation},
booktitle={International Symposium on Intelligent Data Analysis, pp. 251-263},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5647-2018,
author={Mercier, M. and Miriam Seoane Santos and Pedro Henriques Abreu and Soares, C. and Soares, J.P. and Santos, J. },
title={Analysing the footprint of classifiers in overlapped and imbalanced contexts},
booktitle={International Symposium on Intelligent Data Analysis, pp. 200-212},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5648-2018,
author={Costa, A. and Miriam Seoane Santos and Soares, J.P. and Pedro Henriques Abreu },
title={Missing Data Imputation via Denoising Autoencoders: the untold story},
booktitle={International Symposium on Intelligent Data Analysis, pp. 87-98},
year=2018,
address={n/a},
}
@inproceedings{cisuc-5199-2017,
author={Miriam Seoane Santos and Soares, J.P. and Pedro Henriques Abreu and Santos, J. },
title={ Influence of Data Distribution in Missing Data Imputation},
booktitle={Artificial Intelligence in Medicine in Europe (AIME)},
year=2017,
address={n/a},
}
@inproceedings{cisuc-4418-2016,
author={Maia, A. and Cunha, T. and Soares, C. and Pedro Henriques Abreu },
title={TweeProfiles3: visualization of spatio-temporal patterns on Twitter},
booktitle={4th World Conference on Information Systems and Technologies},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4798-2016,
author={Gomes, A. and Correia, F.B. and Pedro Henriques Abreu },
title={Types of assessing student-programming knowledge},
booktitle={Proceedings of 44th ASEE/IEEE Frontiers in Education Conference (FIE’16)},
year=2016,
address={n/a},
}
@inproceedings{cisuc-4180-2015,
author={Simão, A. and Silva, R. and Correia, P. and Santos, M. and Pedro Henriques Abreu and Alberto Cardoso and Carvalho, A. },
title={Carcinoma Hepatocelular: Heterogeneidade do Estádio Avançado BCLC},
booktitle={Congresso Português de Hepatologia 2015 - 18 ª Reunião Anual da APEF},
year=2015,
address={n/a},
}
@inproceedings{cisuc-3447-2014,
author={Pedro Henriques Abreu and Amaro, H. and Daniel Castro Silva and Penousal Machado and Abreu, M.H. and Afonso, N. and António Dourado },
title={Overall Survival Prediction for Women Breast Cancer using Ensemble Methods and Incomplete Clinical Data},
booktitle={Medicon 2013 - XIII Mediterranean Conference on Medical and Biological Engineering and Computing},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3660-2014,
author={Pedro Henriques Abreu and Amaro, H. and Daniel Castro Silva and Penousal Machado and Abreu, M.H. },
title={Personalizing Breast Cancer Patients with Heterogeneous Data},
booktitle={IFMBE International Conference on Health Informatics},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3913-2014,
author={Pereira, F. and Daniel Castro Silva and Pedro Henriques Abreu },
title={Augmented Reality Mobile Tourism Application},
booktitle={World Conference on Information Systems and Technologies (WorldCIST’14), pp. 175 – 185},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3914-2014,
author={Simões, D. and Pedro Henriques Abreu and Daniel Castro Silva },
title={MusE Central: A Data Aggregation System for Music Events},
booktitle={World Conference on Informa- tion Systems and Technologies (WorldCIST’14), pp. 187 – 197},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3915-2014,
author={Penousal Machado and Tiago Martins and Amaro, H. and Pedro Henriques Abreu },
title={Feature Selection and Novelty in Computational Aesthetics},
booktitle={3rd International Conference on Evolutionary and Biologically Inspired Music, Sound, Art and Design, pp. 133–144 (Best Paper Award)},
year=2014,
address={n/a},
}
@inproceedings{cisuc-4077-2014,
author={Câmara, Á. and Daniel Castro Silva and Pedro Henriques Abreu and Oliveria, E. },
title={Comparing a Centralized and Decentralized Multi-Agent Approaches to Air Traffic Control},
booktitle={ 28th European Simulation and Modelling Conference (ESM'2014),pp.189-193},
year=2014,
address={n/a},
}
@inproceedings{cisuc-4125-2014,
author={Santos, M. and Amaro, H. and Alberto Cardoso and Pedro Henriques Abreu and Simão, A. and Carvalho, A. },
title={Identificação de Perfis de Doentes com Carcinoma Hepatocelular através de um método de Agrupamento Hierárquico},
booktitle={Congresso Português de Hepatologia 2014 - 17 ª Reunião Anual da APEF},
year=2014,
address={n/a},
}
@inproceedings{cisuc-4858-2014,
author={Penousal Machado and Tiago Martins and Amaro, H. and Pedro Henriques Abreu },
title={An Interface for Fitness Function Design},
booktitle={Evolutionary and Biologically Inspired Music, Sound, Art and Design},
year=2014,
address={n/a},
}
@inproceedings{cisuc-3610-2013,
author={Dias, J.C. and Pedro Henriques Abreu and Daniel Castro Silva and Fernandes, G. and Penousal Machado and Leitão, A.P.d.A. },
title={Preparing data for urban traffic simulation using sumo},
booktitle={SUMO 2013: the First SUMO User Conference, May 15–17 2013, Berlin, Germany, May},
year=2013,
address={n/a},
}
@inproceedings{cisuc-2991-2012,
author={Santos, J. and Alves, A. and Pereira, F.C. and Pedro Henriques Abreu },
title={Semantic Enrichment of Places for the Portuguese Language},
booktitle={INForum2012},
year=2012,
address={n/a},
}