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ORCID24th EPIA 2025: Faro, Portugal - Part I
- José Valente de Oliveira
, João Leite, João Rodrigues, João Dias, Pedro Cardoso:
Progress in Artificial Intelligence - 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1-3, 2025, Proceedings, Part I. Lecture Notes in Computer Science 16121, Springer 2026, ISBN 978-3-032-05175-2
Artificial Intelligence in Medicine (AIM)
- António Chaves, Rúben Ganança, Tayan Peller, António Abelha, José Machado, Hugo Peixoto:
AI-Driven Mobile Solution for Early Detection and Management of Diabetic Foot Ulcers. 3-14 - António Fernandes, João Rodriguez, Susana Moleirinho, Irina Trofimenko, Ekaterina Guseva, Alexander Martinovich, Ilzane Morais, Louise Bisolo, Luís Mendes Gomes, José Machado:
Deep Neural Networks to the Detection of Lumbar Hernias: Methodology and Preliminary Results. 15-25 - Maria Leite, Rita Rb-Silva, Nuno Guimarães, Lise Stork, Alípio Jorge:
Knowledge-Aware Clinical Narrative Extraction Using Ontologies and Knowledge Graphs. 26-41 - Miguel Silva, Diogo Martinho, Goreti Marreiros:
Deep Learning-Based Microbial Colony Detection on Agar Plates. 42-54 - Daniel Sá, Tiago Guimarães, Manuel Filipe Santos:
Towards Intelligent Low-Code Systems: A Systematic Review. 55-67 - João Mota, José Romano, Ana Rita Grosso, João Conde, Bárbara Mendes, David Semedo:
Unveiling MicroRNA Biomarkers for Breast Cancer Sub-typing Using Discriminative Models. 68-80 - Pedro Matias, Pedro Afonseca, Francisco Nunes, Ana Rita Henriques, Cátia Gonçalves, Ana Maria Rodrigues, Inês Sousa:
Smartphone Keyboard Typing for Rheumatic Disease Identification: A Machine Learning Approach. 81-92 - Rajat Sood, Jyoti Rani, Ashima Anand:
Dual Watermarking with Deep Learning for Enhancing Security of Medical Images. 93-105
AI for Architecture, Engineering and Conservation (AI4AEC)
- Michele Russo, Enrico Pupi, Giulia Flenghi, Roberta Spallone:
AI-Driven Adaptive Photogrammetry for Built Heritage Information Modelling. 109-122 - Davide Cifarelli, Daniele Corradetti, Lorenzo Pezzotti:
From Synthetic Data to Deep Learning Enhancements in Muon Tomography for Cultural Heritage. 123-135 - Gonçalo Silva, Oraib Almegdadi, Fátima Batista, João Marcelino, Nuno C. Marques:
Crack Detection in Pavement Imagery: Evaluating U-Net Variants. 136-148 - Fernando Fradique Duarte, Nuno Lau, Eurico Farinha Pedrosa, Paulo Lopes, Pramod Kumar Maurya:
Coral and Fish Segmentation Enhanced by Image Restoration and Assisted Labeling via a Foundation Model. 149-161 - Niccolò Simonato, Daniele Corradetti, José Bettencourt:
Multimodal Pipeline for Underwater Artifact Detection and 3D Reconstruction with VLM and Gaussian Splatting. 162-174 - Oraib Almegdadi, Sofia Monteiro, Rui Nóbrega, Nuno C. Marques:
From Facades to 3D Models: Automating Building Reconstruction with Deep Learning and Texture Analysis. 175-187 - Olha Tikhonova:
Challenging Fortification Attribution Through AI-Assisted Geometric Analysis. 188-200 - Daniel Eugénio, João Marcelino, Ricardo Santos, Nuno Marques, João Manso:
Experimental LINCS Dam for Low-Cost Monitoring. 201-213
Knowledge Discovery and Business Intelligence (KDBI)
- Vítor Cerqueira, Moisés Santos, Luis Roque, Yassine Baghoussi, Carlos Soares:
Online Data Augmentation for Forecasting with Deep Learning. 217-229 - Lara Ferreira, João Lopes, Júlio Duarte, Daniela Ferreira, Rogério Pires, Isabel Silva, Manuel Filipe Santos:
Time Series Modeling for Smart Energy Consumption in Industry 4.0. 230-242 - Ana Rita Nogueira, José Pinto, João Pinto da Silva, Gonçalo Duarte Nunes, Manuel Curral, Ricardo Teixeira Sousa:
Towards Smarter Property Recommendations in Complex Housing Market. 243-255 - J. C. Huskisson, Jacomine Grobler, Anton Basson:
Feature Tokeniser-Transformer Autoencoders for Interpretable Tabular Anomaly Detection. 256-268 - Moisés Rocha dos Santos, Vítor Cerqueira, Carlos Soares:
Benchmarking Time Series Feature Extraction for Algorithm Selection. 269-281 - Francisco António, Luís Cavique:
Managing Missing Data and Predictions in Short Time Series. 282-294 - Susana Nascimento, Pedro Caldeirão, Paulo Relvas, Boris G. Mirkin:
Learning Coastal Upwelling Patterns from Wind Velocity via Interpretable Tree Models. 295-307
Generative AI: Foundations and Applications (GenAI)
- Beny Rubinstein, Sérgio Matos:
SynDocDis: A Metadata-Driven Framework for Generating Synthetic Physician Discussions Using Large Language Models. 311-323 - João Reis, Miguel Areias, Jorge G. Barbosa:
Large Language Model Framework for Log Sequence Anomaly Detection. 324-334 - Luís Henriques, Nuno Guimarães, Alípio Jorge:
LLM-Based Framework for Synthetic Data Generation in Portuguese Clinical NER. 335-347 - Diego de Castro Rodrigues, Daniela Mascarenhas de Queiroz Trevisan, Sílvia Araújo, David N. Prata:
RAG-EVO: Increasing the Reliability and Autonomy of LLMs via Iterative Recovery. 348-359 - Larissa Montenegro, Luís Mendes Gomes, José Manuel F. Machado:
Generating Synthetic Medical Dialogues in European Portuguese: Preliminary Results with GPT Models. 360-372
Artificial Intelligence: Theory, Methods, and Applications (AITMA)
- Dinu Bosîi, Luis H. M. Torres, Joel P. Arrais, Bernardete Ribeiro:
Convolutional Spiking Neural Networks with Molecular Fingerprints for Drug Discovery. 375-387 - Fernando Martins, Karolina Baras, Eduardo M. D. Marques:
Enhancing Privacy: Using Blurred Images with MobileNet SSD. 388-399 - Hélder Bastos, Luís Correia:
From Homeostatic Principles to Discrete Emotions in an Agent Architecture - The HOmeostatic Regulation Architecture (HORA). 400-412 - Dênis Oliveira, Anderson Ribeiro Duarte, André Ottoni, Gladston Moreira:
Multi-Objective Reinforcement Learning Algorithm for Irregular Spatial Clusters Detection. 413-425 - Emmanuel de Salis, Massimo De Santis, Davide Piras, Sambit K. Giri, Michele Bianco, Nicolas Cerardi, Philipp Denzel, Merve Selcuk-Simsek, Kelley M. Hess, M. Carmen Toribio, Franz Kirsten, Hatem Ghorbel:
Exploring the Early Universe with Deep Learning. 426-438 - Rui Che, Ludvig af Klinteberg, Masood Aryapoor:
Improved Complex-Valued Kolmogorov-Arnold Networks with Theoretical Support. 439-451 - José Carlos Souza Pacheco Júnior, Enrico Uchoa da Silva Leal, Nicolly Carvalho Cutrim, Guilherme Alberto Sousa Ribeiro, Bruno Feres de Souza, Alexandre César Muniz de Oliveira:
From Execution to Representation: Capturing Metaheuristic Behaviour via Graph-Derived Meta-features. 452-463 - Francisco dos Santos Viana, Bianca Valéria L. Pereira, Moisés Santos, Carlos Soares, Areolino de Almeida Neto:
A New Proposal of Layer Insertion in Stacked Autoencoder Neural Networks. 464-476
Ethics and Responsibility in AI (ERAI)
- Bárbara Capelo, Maria Russo, André V. Carreiro, Hugo Gamboa, Duarte Folgado:
Evaluating Coreset Selection with Coverage and Density: A Data Quality Perspective. 479-491 - Delia Maria Coluccino, Beatrice Balzola, Simone Vagnoni, Lucas Ramon Ciutat, Andrea Filippo Ferraris:
Invisible Citizens, Visible Futures: Rethinking Inclusivity in Urban Digital Twins. 492-504 - Ana Cravidão Pereira, Duarte Folgado, Marília Barandas, Carlos Soares, André V. Carreiro:
Subgroup Discovery Using Model Uncertainty: A Feasibility Study. 505-517
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