Latest Publications
Adaptive Computation
- Simões, M. and Leitão, B. and Henriques, J. and Castelo-Branco, M. and P. Carvalho ,"BCIAUT-P300: A Multi-Session and Multi-Subject Benchmark Dataset on Autism for P300-Based Brain-Computer-Interfaces, Frontiers in Neuroscience, vol. 14, 2020
- Phong, N.H. and Ribeiro, B. ,"Rethinking Recurrent Neural Networks and other Improvements for Image Classification, 2020
- Simões, M. and Abreu, R. and Leitão, B. and Castelhano, J. and P. Carvalho and Castelo-Branco, M. ,"How much of the BOLD-fMRI signal can be approximated from simultaneous EEG data: relevance for the transfer and dissemination of neurofeedback interventions, Journal of Neural Engineering, vol. 17, 2020
- Maryam Abbasi and Martins, P.M.O. ,"An Overview of Search and Match Algorithms Complexity and Performance, in International Work-Conference on Bioinformatics and Biomedical Engineering, 2020
- Torres, L.H.M. and Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. ,"Siamese Neural Networks for One-Shot Drug Discovery, in Bioinformatics Open Days (BOD) 2020, 2020
- Pereira, T. and Maryam Abbasi and Ribeiro, B. and Arrais, J.P. ,"Deep Reinforcement Learning for Optimized Drug Design, in Bioinformatics Open Days, 2020
- Rahul Sharma and Ribeiro, B. and A. M. Pinto and Amilcar Cardoso ,"Reconstructing Abstract Concepts and their Blends Via Computational Cognitive Modeling, in International Joint Conference on Neural Network, 2020
- Nelson R. C. Monteiro and Ribeiro, B. and Arrais, J.P. ,"Drug-Target Interaction Prediction: End-to-End Deep Learning Approach, IEEE/ACM Transactions on Computational Biology and Bioinformatics, pp. 1-1, 2020
- Uribe-Hurtado, A. and Alzate, M.O. and Noel Lopes and Ribeiro, B. ,"GPU-based fast clustering via $K$-Centres and $k$-NN mode seeking for geospatial industry applications, Computers in Industry, Elsevier (in press), 2020
- Assunção, F. and Lourenço, Nuno and Ribeiro, B. and Penousal Machado ,"Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution, in EvoAPPS2020, 2020
Cognitive and Media Systems
- Leitão, B. and Mouga, S. and Simões, M. and Castelo-Branco, M. ,"Training the social brain: Clinical and neural effects of an 8-week real-time functional magnetic resonance imaging neurofeedback Phase IIa Clinical Trial in Autism, Autism, vol. 25, pp. 1746-1760, 2021
- Simões, M. and Leitão, B. and Henriques, J. and Castelo-Branco, M. and P. Carvalho ,"BCIAUT-P300: A Multi-Session and Multi-Subject Benchmark Dataset on Autism for P300-Based Brain-Computer-Interfaces, Frontiers in Neuroscience, vol. 14, 2020
- Santos, J. and Duarte, L. and Ferreira, J. and Alves, A. and Gonçalo Oliveira, H, ," Developing Amaia: A Conversational Agent for Helping Portuguese Entrepreneurs—An Extensive Exploration of Question-Matching Approaches for Portuguese, Information, vol. 11, 2020
- Simões, M. and Abreu, R. and Leitão, B. and Castelhano, J. and P. Carvalho and Castelo-Branco, M. ,"How much of the BOLD-fMRI signal can be approximated from simultaneous EEG data: relevance for the transfer and dissemination of neurofeedback interventions, Journal of Neural Engineering, vol. 17, 2020
- Andrade, R. and Alves, A. and Bento, C. ,"POI Mining for Land Use Classification: A Case Study, ISPRS International Journal of Geo-Information, vol. 9, pp. 1-23, 2020
- Gomes, A. and Marcelino, M.J.P. and Correia, F.B. and Antonio Jose Mendes ,"Study Methods in Introductory Programming Courses, in IEEE Global Engineering Education Conference (EDUCON), 2020
- Silva, L. and Antonio Jose Mendes and Gomes, A. ,"Computer-supported Collaborative Learning in Programming Education: A Systematic Literature Review, in IEEE Global Engineering Education Conference (EDUCON), 2020
- Lopes, Daniel and Correia, J. and Penousal Machado ,"Adea: Evolving Glyphs for Aiding Creativity in the Graphic Design Workflow, in 8th Conference on Computation, Communication, Aesthetics & X (xCoAx 2020), 2020
- Lopes, Daniel and Penousal Machado and Correia, J. ,"Adea – Evolving Glyphs for Aiding Creativity in Typeface Design, in Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020
- Tiago Martins and Correia, J. and S. Rebelo and Bicker, J. and Penousal Machado ,"Portraits of No One: An Interactive Installation, in Artificial Intelligence in Music, Sound, Art and Design - 9th International Conference, EvoMUSART 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings, 2020
Communications and Telematics
- Ngombo Armando and J. Fernandes and Rodrigues, A. and Jorge Sá Silva and Boavida, F. ,"Exploring Approaches to the Management of Physical, Virtual, and Social Sensors, in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2020
- Paulo Silva and Casaleiro, R. and Simões, P. and Nuno Antunes and Marilia Curado and Edmundo Monteiro ,"Risk Management and Privacy Violation Detection in the PoSeID-on Data Privacy Platform, SN Computer Science, vol. 1, 2020
- Carvalho, G. and Bruno Cabral and Vasco Pereira and Jorge Bernardino ,"Computation offloading in Edge Computing environments using Artificial Intelligence techniques, Engineering Applications of Artificial Intelligence, vol. 95, pp. 103840-103840, 2020
- Lima, A. and Rosa, L. and Tiago Cruz and Simões, P. ,"A Security Monitoring Framework for Mobile Devices, Electronics (ISSN 2079-9292), 2020
- João Henriques and Caldeira, F. and Tiago Cruz and Simões, P. ,"Combining K-Means and XGBoost Models for Anomaly Detection Using Log Datasets, Electronics (ISSN 2079-9292). Special Issue "Advanced Cybersecurity Services Design", vol. 9, 2020
- Tiago Cruz and Simões, P. ,"Fostering cybersecurity awareness among computing science undergraduate students: motivating by example, in 19th European Conference on Cyber Warfare and Security (ECCWS 2020), Chester, UK, 2020
- Sinche Soraya and Hidalgo, P. and J. Fernandes and Duarte Raposo and Jorge Sá Silva and Rodrigues, A. and Ngombo Armando and Boavida, F. ,"Analysis of Student Academic Performance Using Human-in-the-Loop Cyber-Physical Systems, Telecom , vol. 1, pp. 18-31, 2020
- Freitas, M.B.d. and Quitério, P. and Rosa, L. and Tiago Cruz and Simões, P. ,"SDN-assisted containerized security and monitoring components, in IEEE/IFIP Network Operations and Management Symposium (NOMS) 2020, 2020
- Karima Velasquez and David Perez Abreu and Paquete, L. and Marilia Curado and Edmundo Monteiro ,"A Rank-based Mechanism for Service Placement in the Fog, in 2020 IFIP Networking Conference (Networking), 2020
- Saulo Queiroz and João P. Vilela and Edmundo Monteiro ,"Optimal Mapper for OFDM with Index Modulation: A Spectro-Computational Analysis, IEEE Access, 2020
Evolutionary and Complex Systems
- João R. Campos and Costa, E. and Marco Vieira ,"On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study, in Computer Safety, Reliability, and Security, 2020
- Lopes, Daniel and Correia, J. and Penousal Machado ,"Adea: Evolving Glyphs for Aiding Creativity in the Graphic Design Workflow, in 8th Conference on Computation, Communication, Aesthetics & X (xCoAx 2020), 2020
- Lopes, Daniel and Penousal Machado and Correia, J. ,"Adea – Evolving Glyphs for Aiding Creativity in Typeface Design, in Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020
- Tiago Martins and Correia, J. and S. Rebelo and Bicker, J. and Penousal Machado ,"Portraits of No One: An Interactive Installation, in Artificial Intelligence in Music, Sound, Art and Design - 9th International Conference, EvoMUSART 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings, 2020
- Costa, V. and Lourenço, Nuno and Correia, J. and Penousal Machado ,"Exploring the Evolution of GANs through Quality Diversity, in Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 2020
- Costa, V. and Lourenço, Nuno and Correia, J. and Penousal Machado ,"Using Skill Rating as Fitness on the Evolution of GANs, in Applications of Evolutionary Computation - 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings, 2020
- Costa, V. and Lourenço, Nuno and Correia, J. and Penousal Machado ,"Neuroevolution of Generative Adversarial Networks, vol. 1, pp. 293-322, 2020
- Fernandes, P. and Correia, J. and Penousal Machado ,"Evolutionary Latent Space Exploration of Generative Adversarial Networks, in Applications of Evolutionary Computation - 23rd European Conference, EvoApplications 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings, 2020
- Correia, J. and Ferreira, F. and Maçãs, C. ,"Cable-Stayed Bridge Optimization Solution Space Exploration, in Genetic and Evolutionary Computation Conference Companion (GECCO '20 Companion), July 8--12, 2020, Canc’un, Mexico, 2020
- Correia, J. and Ferreira, F. ,"Designing Cable-Stayed Bridges with Genetic Algorithms, in Applications of Evolutionary Computation, 2020
Information Systems
- Ana Paula Varela P. Afonso ,"E-mentoring in distance education: challenges in the development of a models, in ICERI2019 Conference 11th-13th November 2019, Seville, Spain, 2019
- Ana Paula Varela P. Afonso ,"Some considerations on the creation and management of virtual communities as learning context provide, in ICERI2019 Conference 11th-13th November 2019, Seville, Spain, 2019
- Barata, S. and Paulo Rupino da Cunha ,"Legal and Smart! An Exploratory Case Study on Understandability of Smart Contracts, in Conferência da Associação Portuguesa de Sistemas de Informação (CAPSI), 2019
- Barata, S. and Paulo Rupino da Cunha and Center, R.S.V. ,"I Rest My Case! The Possibilities and Limitations of Blockchain-Based IP Protection, in Information Systems Development (ISD), 2019
- Almeida, A.S.P.d.S. and Licinio Roque and Paulo Rupino da Cunha ,"From Hands-on Sessions to User Insights on Designing an Interactive System for Data Science, in Information Systems Development (ISD), 2019
- Melo, P. and Paulo Rupino da Cunha and Amaro, R. and Lopes, C. and Madeira, R. and Antunes, M. ,"A Cloud Service Integration Architecture for the Hospitality Sector, in Information Systems Development (ISD), 2019
- Aguiar, T. and Gomes, S. and Paulo Rupino da Cunha and Silva, M.M.d. ,"Digital Transformation Capability Maturity Model Framework, in IEEE EDOC, 2019
- Mariana Seiça and Martins, P. and Licinio Roque and Amilcar Cardoso ,"A sonification experience to portray the sounds of Portuguese consumption habits, in 25th International Conference on Auditory Display (ICAD 2019), 2019
- Santos, S. and Jorge C. S. Cardoso ,"A-Frame experimentation and evaluation for the development of interactive VR: a virtual tour of the Conimbriga Museum, 2019
- Licinio Roque and Jorge C. S. Cardoso and Pereira, L.L. ,"Mapping Controls on a 2D User Drawn Racetracks Driving Game - An Usability Assessment, in Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts - CHI PLAY '19 Extended Abstracts, 2019
Software and Systems Engineering
- Naghmeh Ivaki and Nuno Antunes ,"SIDE: Security-aware Integrated Development Environment, in The 31st International Symposium on Software Reliability Engineering (ISSRE 2020), 2020
- R.R.Silva and Hirata, C.M. and Lima, J.d.C. ,"Big high-dimension data cube designs for hybrid memory systems, Knowledge and Information Systems, vol. 62, 2020
- Cerveira, F. and Barbosa, R. and Madeira, H. and Araujo, F. ,"The Effects of Soft Errors and Mitigation Strategies for Virtualization Servers, IEEE Transactions on Cloud Computing, 2020
- João R. Campos and Costa, E. and Marco Vieira ,"On Configuring a Testbed for Dependability Experiments: Guidelines and Fault Injection Case Study, in Computer Safety, Reliability, and Security, 2020
- Paulo Silva and Casaleiro, R. and Simões, P. and Nuno Antunes and Marilia Curado and Edmundo Monteiro ,"Risk Management and Privacy Violation Detection in the PoSeID-on Data Privacy Platform, SN Computer Science, vol. 1, 2020
- Carvalho, G. and Bruno Cabral and Vasco Pereira and Jorge Bernardino ,"Computation offloading in Edge Computing environments using Artificial Intelligence techniques, Engineering Applications of Artificial Intelligence, vol. 95, pp. 103840-103840, 2020
- Martins, J. and Barbosa, R. and Lourenço, Nuno and Robin, J. and Madeira, H. ,"Online Verification through Model Checking of Medical Critical Intelligent Systems, in Dependable and Secure Machine Learning (DSML 2020) co-located with the 50th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2020) , 2020
- Maryam Abbasi and Martins, P.M.O. ,"An Overview of Search and Match Algorithms Complexity and Performance, in International Work-Conference on Bioinformatics and Biomedical Engineering, 2020
- 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. ,"NanoSen-AQM: From Sensors to Users, International Journal of Online and Biomedical Engineering (iJOE), vol. 16, 2020
- Casaleiro, R. and Paulo Silva and Simões, P. and Nuno Antunes and Marilia Curado and Edmundo Monteiro and Boavida, F. ,"Gestão e Análise de Riscos na Plataforma de Proteção de Dados Pessoais Poseidon, in 9º Congresso Luso-Moçambicano de Engenharia, 2020