Table of Contents

• Estimating the Temperature on the Reinforcing Bars of Composite Slabs Under Fire ConditionsCarlos Balsa, Paulo A. G. Piloto. 3-14 [doi]
• Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent EnvironmentDiogo S. Carvalho, Biswa Sengupta. 15-26 [doi]
• Content-Based Lawsuits Document Image RetrievalDaniela L. Freire, André Carlos Ponce de Leon Ferreira de Carvalho, Leonardo Carneiro Feltran, Lara Ayumi Nagamatsu, Kelly Cristina Ramos da Silva, Claudemir Firmino, João Eduardo Ferreira, Pedro Losco Takecian, Danilo Carlotti, Francisco Antonio Cavalcanti Lima, Roberto Mendes Portela. 29-40 [doi]
• Lawsuits Document Images Processing ClassificationDaniela L. Freire, André Carlos Ponce de Leon Ferreira de Carvalho, Leonardo Carneiro Feltran, Lara Ayumi Nagamatsu, Kelly Cristina Ramos da Silva, Claudemir Firmino, João Eduardo Ferreira, Pedro Losco Takecian, Danilo Carlotti, Francisco Antonio Cavalcanti Lima, Roberto Mendes Portela. 41-52 [doi]
• A Rapid Semi-automated Literature Review on Legal Precedents RetrievalHugo Silva, Nuno Antonio, Fernando Bação. 53-65 [doi]
• The European Draft Regulation on Artificial Intelligence: Houston, We Have a ProblemVera Lúcia Raposo. 66-73 [doi]
• Traffic Stops in the Age of Autonomous VehiclesTracy Hresko Pearl. 74-84 [doi]
• UlyssesSD-Br: Stance Detection in Brazilian Political PollsDyonnatan Ferreira Maia, Nádia Félix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio, Márcio de S. Dias, Adrio O. Alves, Dyéssica F. Maia, Ingrid A. Ribeiro, Fabíola S. F. Pereira, André C. P. L. F. de Carvalho. 85-95 [doi]
• Unraveling the Algorithms for Humanized Digital Work Oriented Artificial IntelligenceMonique de Souza Arruda. 96-107 [doi]
• The Compatibility of AI in Criminal System with the ECHR and ECtHR JurisprudenceNídia Andrade Moreira. 108-118 [doi]
• Enriching Legal Knowledge Through Intelligent Information Retrieval Techniques: A ReviewMarco Gomes 0002, Bruno Oliveira 0001, Cristóvão Sousa. 119-130 [doi]
• Region of Interest Identification in the Cervical Digital Histology ImagesTetiana Biloborodova, Semen Lomakin, Inna Skarga-Bandurova, Yana Krytska. 133-145 [doi]
• Audio Feature Ranking for Sound-Based COVID-19 Patient DetectionJulia A. Meister, Khuong An Nguyen, Zhiyuan Luo 0001. 146-158 [doi]
• Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography ScansAna Beatriz Vieira, Ana Catarina Fonseca, José M. Ferro 0001, Arlindo L. Oliveira. 159-170 [doi]
• Determining Internal Medicine Length of Stay by Means of Predictive AnalyticsDiogo Peixoto, Mariana Faria, Rui Macedo, Hugo Peixoto, João Lopes, Agostinho Barbosa, Tiago Guimarães, Manuel Filipe Santos. 171-182 [doi]
• Improving the Prediction of Age of Onset of TTR-FAP Patients Using Graph-Embedding FeaturesMaria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho. 183-194 [doi]
• Cloud-Based Privacy-Preserving Medical Imaging System Using Machine Learning ToolsJoão Alves 0001, Beatriz Soares, Cláudia Brito, António Sousa. 195-206 [doi]
• An Active Learning-Based Medical Diagnosis SystemCatarina Pinto, Juliana Faria, Luis Macedo. 207-218 [doi]
• Comparative Evaluation of Classification Indexes and Outlier Detection of Microcytic Anaemias in a Portuguese SampleBeatriz N. Leitão, Paula Faustino, Susana Vinga. 219-231 [doi]
• A General Preprocessing Pipeline for Deep Learning on Radiology Images: A COVID-19 Case StudyKhaoula Echabbi, Elmoukhtar Zemmouri, Mohammed Douimi, Salsabil Hamdi. 232-241 [doi]
• Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm ConfigurationVitor Oliveira, Tiago Pinto, Ricardo Faia, Bruno Veiga, Joao Soares, Rubén Romero, Zita Vale. 245-257 [doi]
• Modeling Stand-Alone Photovoltaic Systems with Matlab/SimulinkJosé Baptista, Nuno Pimenta, Raul Morais, Tiago Pinto. 258-270 [doi]
• A Learning Approach to Improve the Selection of Forecasting Algorithms in an Office Building in Different ContextsDaniel Ramos, Pedro Faria, Luis Gomes 0001, Pedro Campos, Zita A. Vale. 271-281 [doi]
• Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection ModelsPedro Pereira 0003, António Silva 0004, Rui Machado, João Silva, Dalila Durães, José Machado 0001, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes. 285-296 [doi]
• Generating the Users Geographic Map Using Mobile Phone DataCláudia Rodrigues, Marco Veloso, Ana Alves 0001, Gonçalo Ferreira, Carlos Bento. 297-308 [doi]
• Driver Equitability and Customer Optimality in Intelligent Vehicle ApplicationsMartin Aleksandrov. 309-321 [doi]
• Assessing Communication Strategies in C-ITS Using n-Person Prisoner's DilemmaAntónio Ribeiro da Costa, Zafeiris Kokkinogenis, Pedro M. d'Orey, Rosaldo J. F. Rossetti. 322-335 [doi]
• On Demand Waste Collection for Smart Cities: A Case StudySaleh Abdel-Afou Alaliyat, Deepti Mishra, Ute Schaarschmidt, Zhicheng Hu, Amirashkan Haghshen, Laura Giarré. 336-348 [doi]
• LoRaWAN Module for the Measurement of Environmental Parameters and Control of Irrigation Systems for Agricultural and Livestock FacilitiesSergio Márquez Sánchez, Jorge Herrera-Santos, Sergio Alonso-Rollán, Ana M. Pérez Muñoz, Sara Rodríguez. 351-360 [doi]
• Diabetic-Friendly Multi-agent Recommendation System for Restaurants Based on Social Media Sentiment Analysis and Multi-criteria Decision MakingBruno Teixeira, Diogo Martinho, Paulo Novais, Juan M. Corchado, Goreti Marreiros. 361-373 [doi]
• A Review on Supervised Learning Methodologies for Detecting Eating Habits of Diabetic PatientsCatarina Antelo, Diogo Martinho, Goreti Marreiros. 374-386 [doi]
• Visualization of Physiological Response in the Context of Emotion RecognitionKristián Fodor, Zoltán Balogh 0002, Jan Francisti. 387-398 [doi]
• Effective Communication in Transition Care During Shift ChangeFilipe Fernandes, Almeida Dias, Isabel Araújo, Goreti Marreiros, Joana Machado, Hossam Dawa, Henrique Vicente, José Neves 0001. 401-414 [doi]
• PAUL: An Algorithmic Composer for Classical Piano Music Supporting Multiple Complexity LevelsFelix Schön, Hans Tompits. 415-426 [doi]
• Assessing Policy, Loss and Planning Combinations in Reinforcement Learning Using a New Modular ArchitectureTiago Gaspar Oliveira, Arlindo L. Oliveira. 427-439 [doi]
• FIT: Using Feature Importance to Teach Classification Tasks to Unknown LearnersCarla Guerra, Francisco S. Melo, Manuel Lopes 0001. 440-451 [doi]
• GANs for Integration of Deterministic Model and Observations in Marine EcosystemGloria Pietropolli, Gianpiero Cossarini, Luca Manzoni. 452-463 [doi]
• The Joint Role of Batch Size and Query Strategy in Active Learning-Based Prediction - A Case Study in the Heart Attack DomainBruno Faria, Dylan Perdigão, Joana Brás, Luis Macedo. 464-475 [doi]
• Backpropagation Through States: Training Neural Networks with Sequentially Semiseparable Weight MatricesMatthias Kissel, Martin Gottwald, Biljana Gjeroska, Philipp Paukner, Klaus Diepold. 476-487 [doi]
• A Generic Approach to Extend Interpretability of Deep NetworksCatarina Silva, António Morais, Bernardete Ribeiro. 488-499 [doi]
• Cherry-Picking Meta-heuristic Algorithms and Parameters for Real Optimization ProblemsKévin Martins, Rui Mendes 0001. 500-511 [doi]
• On Developing Ethical AIHelder Coelho. 512-521 [doi]
• Exploiting Structures in Weight Matrices for Efficient Real-Time Drone Control with Neural NetworksMatthias Kissel, Sven Gronauer, Mathias Korte, Luca Sacchetto, Klaus Diepold. 525-536 [doi]
• Deep Learning Methods Integration for Improving Natural Interaction Between Humans and an Assistant Mobile Robot in the Context of Autonomous NavigationRoberto Oterino-Bono, Nieves Pavón Pulido, Jesús Damián Blasco-García, Juan Antonio López-Riquelme, Marta Jiménez-Muñoz, Jorge J. Feliu-Batlle, Maria Trinidad Herrero. 537-548 [doi]
• A Comparison of Automated Time Series Forecasting Tools for Smart CitiesPedro José Pereira, Nuno Costa, Margarida Barros, Paulo Cortez 0001, Dalila Durães, António Silva 0004, José Machado 0001. 551-562 [doi]
• Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal UpwellingSusana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin. 563-574 [doi]
• The Automation of Feature Generation with Domain KnowledgeTiago Afonso, Cláudia Antunes. 575-586 [doi]
• Temporal Nodes Causal Discovery for in Intensive Care Unit Survival AnalysisAna Rita Nogueira, Carlos Abreu Ferreira, João Gama 0001. 587-598 [doi]
• MapIntel: Enhancing Competitive Intelligence Acquisition Through Embeddings and Visual AnalyticsDavid Silva, Fernando Bação. 599-610 [doi]
• A Learning-to-Rank Approach for Spare Parts Consumption in the Repair ProcessEdson Duarte, Daniel de Haro Moraes, Lucas Leonardo Padula. 611-622 [doi]
• Uplift Modeling Using the Transformed Outcome ApproachPaulo Pinheiro 0004, Luís Cavique. 623-635 [doi]
• A Service-Oriented Framework for ETL ImplementationBruno Oliveira 0001, Mário Leite, Óscar Oliveira, Orlando Belo. 636-647 [doi]
• How are you Riding? Transportation Mode Identification from Raw GPS DataThiago Andrade, João Gama 0001. 648-659 [doi]
• ALC WeakeningRoberto Confalonieri 0001, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard. 663-675 [doi]
• A MaxSAT Solver Based on Differential Evolution (Preliminary Report)Manuel Framil, Pedro Cabalar, José Santos. 676-687 [doi]
• A Robust State Transition Function for Multi-agent Epistemic SystemsYusuf Izmirlioglu, Loc Pham, Tran Cao Son, Enrico Pontelli. 688-700 [doi]
• Multi-adjoint Lattice Logic. Properties and Query AnsweringMaria Eugenia Cornejo, Luis Fariñas del Cerro, Jesús Medina 0001. 701-712 [doi]
• Skill Learning for Long-Horizon Sequential TasksJoão Alves 0001, Nuno Lau, Filipe Silva. 713-724 [doi]
• Envy Freeness Up to One Item: Shall We Duplicate or Remove Resources?Martin Aleksandrov. 727-738 [doi]
• Learning to Cooperate with Completely Unknown TeammatesAlexandre Neves, Alberto Sardinha. 739-750 [doi]
• Bringing Underused Learning Objects to the Light: A Multi-agent Based ApproachAndré Behr, José Cascalho, Armando B. Mendes, Hélia Guerra, Luís Cavique, Paulo Trigo, Helder Coelho, Rosa Vicari. 751-763 [doi]
• Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated TextRosimeire Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Nádia Félix F. da Silva, Ellen Souza 0001, Douglas Vitório, Augusto Nunes, Felipe Siqueira, João Pedro M. Tarrega, João Vitor P. Beinotti, Márcio de Souza Dias, Fabíola S. F. Pereira, Matheus Silva, Miguel de Mattos Gardini, Vinícius Adolfo Pereira da Silva, André C. P. L. F. de Carvalho, Adriano Lorena Inácio de Oliveira. 767-779 [doi]
• Neural Question Generation for the Portuguese Language: A Preliminary StudyBernardo Leite, Henrique Lopes Cardoso. 780-793 [doi]
• Federated Search Using Query Log EvidenceJoão Damas, José Luís Devezas, Sérgio Nunes. 794-805 [doi]