| 2019 | Explorative Spatial Data Mining for Energy Technology Adoption and Policy Design Analysis. | Fabian Heymann, Filipe Joel Soares, Pablo Duenas, Vladimiro Miranda |
| 2019 | Do You Trust Me? Investigating the Formation of Trust in Social Robots. | Mojgan Hashemian, Raul Benites Paradeda, Carla Guerra, Ana Paiva |
| 2019 | A Diversity Based Multi-objective Hyper-heuristic for the FJSP with Sequence-Dependent Set-Up Times, Auxiliary Resources and Machine Down Time. | Jacomine Grobler |
| 2019 | Assessment of Testability on Multiagent Systems Developed with Organizational Model Moise. | Eder Mateus Nunes Gonalves, Bruno Coelho Rodrigues, Ricardo Arend Machado |
| 2019 | Gradient Boosting Ensembles for Predicting Heating and Cooling Loads in Building Design. | Leonardo Goliatt, Priscila V. S. Z. Capriles, Gisele Goulart Tavares |
| 2019 | A Divide and Conquer Approach to Automatic Music Transcription Using Neural Networks. | Andr Gil, Carlos Grilo, Gustavo Reis, Patrcio Domingues |
| 2019 | Online Clustering for Novelty Detection and Concept Drift in Data Streams. | Kemilly Dearo Garcia, Mannes Poel, Joost N. Kok, Andr C. P. L. F. de Carvalho |
| 2019 | Automatic Switching Between Video and Audio According to User's Context. | Paulo J. S. Ferreira, Joo M. P. Cardoso, Joo Mendes-Moreira |
| 2019 | An Image-Based Deep Learning Model for Cannabis Diseases, Nutrient Deficiencies and Pests Identification. | Konstantinos P. Ferentinos, Myrto Barda, Dave Damer |
| 2019 | Smart Home Appliances Usage Recommendation Using Multi-objective Optimization. | Allan R. S. Feitosa, Henrique F. Lacerda, Abel G. Silva-Filho |
| 2019 | Using Recurrent Neural Networks for Semantic Role Labeling in Portuguese. | Daniel Henrique Mouro Falci, Marco Antnio Calijorne Soares, Wladmir Cardoso Brando, Fernando Silva Parreiras |
| 2019 | Fair Remuneration of Energy Consumption Flexibility Using Shapley Value. | Ricardo Faia, Tiago Pinto, Zita A. Vale |
| 2019 | Anomaly Detection in Vehicle Traffic Data Using Batch and Stream Supervised Learning. | David Faial, Flvia Cristina Bernardini, Leandro Miranda, Jos Viterbo |
| 2019 | Spatio-Temporal Attention Deep Recurrent Q-Network for POMDPs. | Mariano Etchart, Pawel Ladosz, David Mulvaney |
| 2019 | Student Attention Evaluation System Using Machine Learning for Decision Making. | Dalila Dures |
| 2019 | Exploring Emojis for Emotion Recognition in Portuguese Text. | Lus Duarte, Lus Macedo, Hugo Gonalo Oliveira |
| 2019 | Travel Demand Forecasting: An Evolutionary Learning Approach. | Chaima Ahlem Karima Djellab, Walid Chaker, Henda Hajjami Ben Ghzala |
| 2019 | Soil Classification Based on Physical and Chemical Properties Using Random Forests. | Didier Dias, Bruno Martins, Joo Moura Pires, Lus Moreira de Sousa, Jacinto Estima, Carlos Viegas Damsio |
| 2019 | Semantic Segmentation of High-Resolution Aerial Imagery with W-Net Models. | Maria Dias, Joo Monteiro, Jacinto Estima, Joel Silva, Bruno Martins |
| 2019 | LSTM-Based Anomaly Detection: Detection Rules from Extreme Value Theory. | Neema Davis, Gaurav Raina, Krishna P. Jagannathan |
| 2019 | Camera Calibration for CNN Based Generic Obstacle Detection. | Radu Danescu, Razvan Itu |
| 2019 | Reinforcement Learning in Multi-agent Games: Open AI Gym Diplomacy Environment. | Diogo Cruz, Jos Aleixo Cruz, Henrique Lopes Cardoso |
| 2019 | Cyberphysical Network for Crop Monitoring and Fertigation Control. | Joo Paulo Coelho, Higor Vendramini Rosse, Jos Boaventura Cunha, Tatiana M. Pinho |
| 2019 | Towards to Use Image Mining to Classified Skin Problems - A Melanoma Case Study. | Pamela Coelho, Joo M. C. Gonalves, Filipe Portela, Manuel Filipe Santos |
| 2019 | Reflections on Social Simulation and Complexity. | Helder Coelho |