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ORCID22nd EPIA 2023: Faial Island, Azores, Portugal - Part I
- Nuno Moniz
, Zita Vale, José Cascalho, Catarina Silva, Raquel Sebastião:
Progress in Artificial Intelligence - 22nd EPIA Conference on Artificial Intelligence, EPIA 2023, Faial Island, Azores, September 5-8, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14115, Springer 2023, ISBN 978-3-031-49007-1
Ambient Intelligence and Affective Environments
- Sara Guerreiro-Santalla, Dalila Durães, Helen Crompton, Paulo Novais, Francisco Bellas:
Simulation-Based Adaptive Interface for Personalized Learning of AI Fundamentals in Secondary School. 3-15 - Risa Kimura, Tatsuo Nakajima, Ichiro Satoh:
Gamified CollectiveEyes: A Gamified Distributed Infrastructure for Collectively Sharing People's Eyes. 16-28 - Diogo Martinho, Vítor Crista, Ziya Karakaya, Zahra Gamechi, Alberto Freitas, José Neves, Paulo Novais, Goreti Marreiros:
Design and Development of Ontology for AI-Based Software Systems to Manage the Food Intake and Energy Consumption of Obesity, Diabetes and Tube Feeding Patients. 29-40 - David Sec, Peter Mikulecký:
A System for Animal Health Monitoring and Emotions Detection. 41-52
Ethics and Responsibility in Artificial Intelligence
- Tânia Carvalho, Nuno Moniz, Luis Antunes:
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics. 55-66 - Rui Miguel Frazão Dias Ferreira, António Grilo, Maria João Maia:
A Maturity Model for Industries and Organizations of All Types to Adopt Responsible AI - Preliminary Results. 67-78 - Marco Rondina, Antonio Vetrò, Juan Carlos De Martin:
Completeness of Datasets Documentation on ML/AI Repositories: An Empirical Investigation. 79-91 - Paulo Rupino da Cunha, Jacinto Estima:
Navigating the Landscape of AI Ethics and Responsibility. 92-105 - Catarina Silva, Tiago Faria, Bernardete Ribeiro:
Towards Interpretability in Fintech Applications via Knowledge Augmentation. 106-117
General Artificial Intelligence
- Fernando Fradique Duarte, Nuno Lau, Artur Pereira, Luís Paulo Reis:
Revisiting Deep Attention Recurrent Networks. 121-132 - Bernardo Esteves, Miguel Vasco, Francisco S. Melo:
Pre-training with Augmentations for Efficient Transfer in Model-Based Reinforcement Learning. 133-145 - Richard Adolph Aires Jonker, Roshan Poudel, Olga Fajarda, José Luís Oliveira, Rui Pedro Lopes, Sérgio Matos:
DyPrune: Dynamic Pruning Rates for Neural Networks. 146-157 - Marian Lambert, Thomas Schuster, Marcus Kessel, Colin Atkinson:
Robustness Analysis of Machine Learning Models Using Domain-Specific Test Data Perturbation. 158-170 - Luís Rosário, Sofia Cavaco, Joaquim F. Silva, Luís Freitas, Philippe Verborgh:
Vocalization Features to Recognize Small Dolphin Species for Limited Datasets. 171-183 - Gargi Roy, Kane Warrior, Dalia Chakrabarty:
Covariance Kernel Learning Schemes for Gaussian Process Based Prediction Using Markov Chain Monte Carlo. 184-195
Intelligent Robotics
- Maria S. Lopes, António Paulo Moreira, Manuel F. Silva, Filipe Neves dos Santos:
A Review on Quadruped Manipulators. 199-211
Knowledge Discovery and Business Intelligence
- Thiago Andrade, Nirbhaya Shaji, Rita P. Ribeiro, João Gama:
Pollution Emission Patterns of Transportation in Porto, Portugal Through Network Analysis. 215-226 - Gonçalo Cabaço, Sérgio Oliveira, André Alegre, João Marcelino, João Manso, Nuno Marques:
Analysis of Dam Natural Frequencies Using a Convolutional Neural Network. 227-238 - Nuno Costa, Nuno Moniz:
Imbalanced Regression Evaluation Under Uncertain Domain Preferences. 239-250 - Paulo J. S. Ferreira, João Mendes-Moreira, Arlete Rodrigues:
Studying the Impact of Sampling in Highly Frequent Time Series. 251-262 - Duarte Melo, Jessica C. Delmoral, João Vinagre:
Mining Causal Links Between TV Sports Content and Real-World Data. 263-274 - Rui Ramos, Lino Oliveira, João Vinagre:
Hybrid SkipAwareRec: A Streaming Music Recommendation System. 275-287 - Eduardo M. Rodrigues, Yassine Baghoussi, João Mendes-Moreira:
Interpreting What is Important: An Explainability Approach and Study on Feature Selection. 288-298 - João Miguel Silva, Ana Rita Nogueira, José Pinto, António Correia Alves, Ricardo Teixeira Sousa:
Time-Series Pattern Verification in CNC Machining Data. 299-310 - Daniela Soares, Pedro José Pereira, Paulo Cortez, Carlos Gonçalves:
A Comparison of Automated Machine Learning Tools for Predicting Energy Building Consumption in Smart Cities. 311-322 - André Tse, Lino Oliveira, João Vinagre:
Measuring Latency-Accuracy Trade-Offs in Convolutional Neural Networks. 323-334
MultiAgent Systems: Theory and Applications
- Hajar Baghcheband, Carlos Soares, Luís Paulo Reis:
Machine Learning Data Markets: Evaluating the Impact of Data Exchange on the Agent Learning Performance. 337-348 - Siva Kailas, Wenhao Luo, Katia P. Sycara:
Multi-robot Adaptive Sampling for Supervised Spatiotemporal Forecasting. 349-361
Natural Language Processing, Text Mining and Applications
- César Andrade, Rita P. Ribeiro, João Gama:
Topic Model with Contextual Outlier Handling: a Study on Electronic Invoice Product Descriptions. 365-377 - Vasco Campos, Ricardo Campos, Alípio Jorge:
Tweet2Story: Extracting Narratives from Twitter. 378-388 - Filipe Cerveira do Amaral, H. Sofia Pinto, Bruno Martins:
Argumentation Mining from Textual Documents Combining Deep Learning and Reasoning. 389-401 - Luís Filipe Cunha, Ricardo Campos, Alípio Jorge:
Event Extraction for Portuguese: A QA-Driven Approach Using ACE-2005. 402-414 - Shamsuddeen Hassan Muhammad, Pavel Brazdil, Alípio Jorge:
Symbolic Versus Deep Learning Techniques for Explainable Sentiment Analysis. 415-427 - Victor Hugo Nascimento Rocha, Igor Cataneo Silveira, Paulo Pirozelli, Denis Deratani Mauá, Fábio Gagliardi Cozman:
Assessing Good, Bad and Ugly Arguments Generated by ChatGPT: a New Dataset, its Methodology and Associated Tasks. 428-440 - João Rodrigues, Luís Gomes, João Silva, António Branco, Rodrigo Santos, Henrique Lopes Cardoso, Tomás Freitas Osório:
Advancing Neural Encoding of Portuguese with Transformer Albertina PT-. 441-453 - Afonso Sousa, Henrique Lopes Cardoso:
OSPT: European Portuguese Paraphrastic Dataset with Machine Translation. 454-466 - Diogo Tavares, Pedro Azevedo, David Semedo, Ricardo Gamelas Sousa, João Magalhães:
Task Conditioned BERT for Joint Intent Detection and Slot-Filling. 467-480
Planning, Scheduling and Decision-Making in AI
- Nikolai Antonov, Premysl Sucha, Mikolás Janota:
Data-driven Single Machine Scheduling Minimizing Weighted Number of Tardy Jobs. 483-494 - Leah Chrestien, Tomás Pevný, Stefan Edelkamp, Antonín Komenda:
Heuristic Search Optimisation Using Planning and Curriculum Learning Techniques. 495-507
Social Simulation and Modelling
- Josef Janda, Kamila Stekerová:
Review of Agent-Based Evacuation Models in Python. 511-522
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