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ORCID21st EPIA 2022: Lisbon, Portugal
- Goreti Marreiros
, Bruno Martins, Ana Paiva, Bernardete Ribeiro, Alberto Sardinha:
Progress in Artificial Intelligence - 21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, Portugal, August 31 - September 2, 2022, Proceedings. Lecture Notes in Computer Science 13566, Springer 2022, ISBN 978-3-031-16473-6
AI4IS - Artificial Intelligence for Industry and Societies
- Carlos Balsa, Paulo A. G. Piloto:
Estimating the Temperature on the Reinforcing Bars of Composite Slabs Under Fire Conditions. 3-14 - Diogo S. Carvalho, Biswa Sengupta:
Hierarchically Structured Scheduling and Execution of Tasks in a Multi-agent Environment. 15-26
AIL - Artificial Intelligence and Law
- Daniela 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:
Content-Based Lawsuits Document Image Retrieval. 29-40 - Daniela 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:
Lawsuits Document Images Processing Classification. 41-52 - Hugo Silva, Nuno António, Fernando Bação:
A Rapid Semi-automated Literature Review on Legal Precedents Retrieval. 53-65 - Vera Lúcia Raposo:
The European Draft Regulation on Artificial Intelligence: Houston, We Have a Problem. 66-73 - Tracy Hresko Pearl:
Traffic Stops in the Age of Autonomous Vehicles. 74-84 - Dyonnatan Ferreira Maia, Nádia Félix F. da Silva, Ellen Polliana Ramos Souza, Augusto Sousa Nunes, Lucas C. Procópio, Guthemberg da S. Sampaio, Márcio de Souza Dias, Adrio O. Alves, Dyéssica F. Maia, Ingrid A. Ribeiro, Fabíola S. F. Pereira, André C. P. L. F. de Carvalho:
UlyssesSD-Br: Stance Detection in Brazilian Political Polls. 85-95 - Monique de Souza Arruda:
Unraveling the Algorithms for Humanized Digital Work Oriented Artificial Intelligence. 96-107 - Nídia Andrade Moreira:
The Compatibility of AI in Criminal System with the ECHR and ECtHR Jurisprudence. 108-118 - Marco Gomes, Bruno Oliveira, Cristóvão Sousa:
Enriching Legal Knowledge Through Intelligent Information Retrieval Techniques: A Review. 119-130
AIM - Artificial Intelligence in Medicine
- Tetiana Biloborodova, Semen Lomakin, Inna Skarga-Bandurova, Yana Krytska:
Region of Interest Identification in the Cervical Digital Histology Images. 133-145 - Julia A. Meister, Khuong An Nguyen, Zhiyuan Luo:
Audio Feature Ranking for Sound-Based COVID-19 Patient Detection. 146-158 - Ana Beatriz Vieira, Ana Catarina Fonseca, José M. Ferro, Arlindo L. Oliveira:
Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography Scans. 159-170 - Diogo Peixoto, Mariana Faria, Rui Macedo, Hugo Peixoto, João Lopes, Agostinho Barbosa, Tiago Guimarães, Manuel Filipe Santos:
Determining Internal Medicine Length of Stay by Means of Predictive Analytics. 171-182 - Maria Pedroto, Alípio Jorge, João Mendes-Moreira, Teresa Coelho:
Improving the Prediction of Age of Onset of TTR-FAP Patients Using Graph-Embedding Features. 183-194 - João Alves, Beatriz Soares, Cláudia Brito, António Sousa:
Cloud-Based Privacy-Preserving Medical Imaging System Using Machine Learning Tools. 195-206 - Catarina Pinto, Juliana Faria, Luís Macedo:
An Active Learning-Based Medical Diagnosis System. 207-218 - Beatriz N. Leitão, Paula Faustino, Susana Vinga:
Comparative Evaluation of Classification Indexes and Outlier Detection of Microcytic Anaemias in a Portuguese Sample. 219-231 - Khaoula Echabbi, Elmoukhtar Zemmouri, Mohammed Douimi, Salsabil Hamdi:
A General Preprocessing Pipeline for Deep Learning on Radiology Images: A COVID-19 Case Study. 232-241
AIPES - Artificial Intelligence in Power and Energy Systems
- Vitor Oliveira, Tiago Pinto, Ricardo Faia, Bruno Veiga, João P. Soares, Rubén Romero, Zita Vale:
Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm Configuration. 245-257 - José Baptista, Nuno Pimenta, Raul Morais, Tiago Pinto:
Modeling Stand-Alone Photovoltaic Systems with Matlab/Simulink. 258-270 - Daniel Ramos, Pedro Faria, Luis Gomes, Pedro Campos, Zita A. Vale:
A Learning Approach to Improve the Selection of Forecasting Algorithms in an Office Building in Different Contexts. 271-281
AITS - Artificial Intelligence in Transportation Systems
- Pedro Pereira, António Silva, Rui Machado, João Silva, Dalila Durães, José Machado, Paulo Novais, João Monteiro, Pedro Melo-Pinto, Duarte Fernandes:
Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models. 285-296 - Cláudia Rodrigues, Marco Veloso, Ana Alves, Gonçalo Ferreira, Carlos Bento:
Generating the Users Geographic Map Using Mobile Phone Data. 297-308 - Martin Aleksandrov:
Driver Equitability and Customer Optimality in Intelligent Vehicle Applications. 309-321 - António Ribeiro da Costa, Zafeiris Kokkinogenis, Pedro M. d'Orey, Rosaldo J. F. Rossetti:
Assessing Communication Strategies in C-ITS Using n-Person Prisoner's Dilemma. 322-335 - Saleh Abdel-Afou Alaliyat, Deepti Mishra, Ute Schaarschmidt, Zhicheng Hu, Amirashkan Haghshen, Laura Giarré:
On Demand Waste Collection for Smart Cities: A Case Study. 336-348
AmIA - Ambient Intelligence and Affective Environments
- Sergio Márquez Sánchez, Jorge Herrera-Santos, Sergio Alonso-Rollán, Ana M. Pérez Muñoz, Sara Rodríguez:
LoRaWAN Module for the Measurement of Environmental Parameters and Control of Irrigation Systems for Agricultural and Livestock Facilities. 351-360 - Bruno Teixeira, Diogo Martinho, Paulo Novais, Juan M. Corchado, Goreti Marreiros:
Diabetic-Friendly Multi-agent Recommendation System for Restaurants Based on Social Media Sentiment Analysis and Multi-criteria Decision Making. 361-373 - Catarina Antelo, Diogo Martinho, Goreti Marreiros:
A Review on Supervised Learning Methodologies for Detecting Eating Habits of Diabetic Patients. 374-386 - Kristián Fodor, Zoltán Balogh, Jan Francisti:
Visualization of Physiological Response in the Context of Emotion Recognition. 387-398
GAI - General Artificial Intelligence
- Filipe Fernandes, Almeida Dias, Isabel Araújo, Goreti Marreiros, Joana Machado, Hossam Dawa, Henrique Vicente, José Neves:
Effective Communication in Transition Care During Shift Change. 401-414 - Felix Schön, Hans Tompits:
PAUL: An Algorithmic Composer for Classical Piano Music Supporting Multiple Complexity Levels. 415-426 - Tiago Gaspar Oliveira, Arlindo L. Oliveira:
Assessing Policy, Loss and Planning Combinations in Reinforcement Learning Using a New Modular Architecture. 427-439 - Carla Guerra, Francisco S. Melo, Manuel Lopes:
FIT: Using Feature Importance to Teach Classification Tasks to Unknown Learners. 440-451 - Gloria Pietropolli, Gianpiero Cossarini, Luca Manzoni:
GANs for Integration of Deterministic Model and Observations in Marine Ecosystem. 452-463 - Bruno Faria, Dylan Perdigão, Joana Brás, Luís Macedo:
The Joint Role of Batch Size and Query Strategy in Active Learning-Based Prediction - A Case Study in the Heart Attack Domain. 464-475 - Matthias Kissel, Martin Gottwald, Biljana Gjeroska, Philipp Paukner, Klaus Diepold:
Backpropagation Through States: Training Neural Networks with Sequentially Semiseparable Weight Matrices. 476-487 - Catarina Silva, António Morais, Bernardete Ribeiro:
A Generic Approach to Extend Interpretability of Deep Networks. 488-499 - Kévin Martins, Rui Mendes:
Cherry-Picking Meta-heuristic Algorithms and Parameters for Real Optimization Problems. 500-511 - Helder Coelho:
On Developing Ethical AI. 512-521
IROBOT - Intelligent Robotics
- Matthias Kissel, Sven Gronauer, Mathias Korte, Luca Sacchetto, Klaus Diepold:
Exploiting Structures in Weight Matrices for Efficient Real-Time Drone Control with Neural Networks. 525-536 - Roberto Oterino-Bono, Nieves Pavón Pulido, Jesús Damián Blasco-García, Juan Antonio López-Riquelme, Marta Jiménez-Muñoz, Jorge J. Feliu-Batlle, María Trinidad Herrero:
Deep Learning Methods Integration for Improving Natural Interaction Between Humans and an Assistant Mobile Robot in the Context of Autonomous Navigation. 537-548
KDBI - Knowledge D.sicovery and Business Intelligence
- Pedro José Pereira, Nuno Costa, Margarida Barros, Paulo Cortez, Dalila Durães, António Silva, José Machado:
A Comparison of Automated Time Series Forecasting Tools for Smart Cities. 551-562 - Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin:
Novel Cluster Modeling for the Spatiotemporal Analysis of Coastal Upwelling. 563-574 - Tiago Afonso, Cláudia Antunes:
The Automation of Feature Generation with Domain Knowledge. 575-586 - Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama:
Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis. 587-598 - David Silva, Fernando Bação:
MapIntel: Enhancing Competitive Intelligence Acquisition Through Embeddings and Visual Analytics. 599-610 - Edson Duarte, Daniel de Haro Moraes, Lucas Leonardo Padula:
A Learning-to-Rank Approach for Spare Parts Consumption in the Repair Process. 611-622 - Paulo Pinheiro, Luís Cavique:
Uplift Modeling Using the Transformed Outcome Approach. 623-635 - Bruno Oliveira, Mário Leite, Óscar Oliveira, Orlando Belo:
A Service-Oriented Framework for ETL Implementation. 636-647 - Thiago Andrade, João Gama:
How are you Riding? Transportation Mode Identification from Raw GPS Data. 648-659
KRR - Knowledge Representation and Reasoning
- Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard:
Almost Certain Termination for ALC Weakening. 663-675 - Manuel Framil, Pedro Cabalar, José Santos:
A MaxSAT Solver Based on Differential Evolution (Preliminary Report). 676-687 - Yusuf Izmirlioglu, Loc Pham, Tran Cao Son, Enrico Pontelli:
A Robust State Transition Function for Multi-agent Epistemic Systems. 688-700 - Maria Eugenia Cornejo, Luis Fariñas del Cerro, Jesús Medina:
Multi-adjoint Lattice Logic. Properties and Query Answering. 701-712 - João Alves, Nuno Lau, Filipe Silva:
Skill Learning for Long-Horizon Sequential Tasks. 713-724
MASTA - Multi-Agent Systems: Theory and Applications
- Martin Aleksandrov:
Envy Freeness Up to One Item: Shall We Duplicate or Remove Resources? 727-738 - Alexandre Neves, Alberto Sardinha:
Learning to Cooperate with Completely Unknown Teammates. 739-750 - André Behr, José Cascalho, Armando B. Mendes, Hélia Guerra, Luís Cavique, Paulo Trigo, Helder Coelho, Rosa Vicari:
Bringing Underused Learning Objects to the Light: A Multi-agent Based Approach. 751-763
TeMA - Text Mining and Applications
- Rosimeire Costa, Hidelberg Oliveira Albuquerque, Gabriel Silvestre, Nádia Félix F. da Silva, Ellen Souza, 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:
Expanding UlyssesNER-Br Named Entity Recognition Corpus with Informal User-Generated Text. 767-779 - Bernardo Leite, Henrique Lopes Cardoso:
Neural Question Generation for the Portuguese Language: A Preliminary Study. 780-793 - João Damas, José Luís Devezas, Sérgio Nunes:
Federated Search Using Query Log Evidence. 794-805
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