Progress in Artificial Intelligence 24th EPIA Conference on Artificial Intelligence, EPIA 2025, Faro, Portugal, October 1–3, 2025, Proceedings, Part II

.-
Artificial Intelligence for Industry and Societies (AI4IS)
.

.- DLensRisk: A Deep Learning Framework for Financial Risk Assessment



in the Oil and Gas Industry.

.- LisHAB - a Housing Policies Agent-Based Simulation Model.

.- Food Waste Detection in Canteen Plates with Visual Large Language



Models.

.- Optimizing 2D Packing Strategies for Autoclave Loading using Deep



Reinforcement Learning.

.- Intelligent models for predicting water quality in the textile processes.

.-
Artificial Intelligence and Law (AIL)
.

.- The Dawn of a XAI Road to Humachinal-Centric Justifications in EU



Consumer Credit Denials.

.- Autonomous Systems are Mere Tools: Legal Fiction or Reality?.

.- Legal Discrimination in Focus: Empirical Assessment of LLMs under



the European Convention on Human Rights.

.- Integrating Artificial Intelligence into goAML by Indonesia’s FIU:



A Transnational Legal Process Approach to Combatting Terrorist



Financing via Cryptocurrency Crowdfunding.

.- Retrieval-Augmented Generation for Addressing Consumer Complaints.

.- Benefit-Harm Assessment of AI in the Justice System.

.- Not Knowing, Yet Living: AI and the Modern Legal Trial of Prometheus



in Medicine.

.-
Artificial Intelligence and IoT in Agriculture (AIoTA)
.

.- CVVEFM layer: an edge detection inspired layer for image segmentation



tasks

.-
Artificial Intelligence in Transportation Systems (AITS)
.

.- A MaxSAT approach for the train timetabling problem with route



choice and other features.

.- Driving Scene Context-Augmented Trajectory Prediction with



Risk-Aware Decision Reasoning using Multimodal LLM

.- RailSafeNet: Visual Scene Understanding for Tram Safety.

.- Deep Reinforcement Learning for the Berth Allocation Problem with



Inventory Control: A DQN-LSTM Approach

.- Interpretable Predictive Maintenance: Combining Anomaly Detection



with Quantitative Root Cause Analysis.

.- 
Natural Language Processing, Text Mining and Applications (NLP-TeMA)
.

.- Prompting LLMs for Relation Classification in Portuguese: Is it Worth it?.

.- Cross-Lingual Information Retrieval in Tetun for Ad-Hoc Search.

.- User Behavior in Sports Search: Entity-Centric Query and Click Log



Analysis.

.- Multi-Agent Retrieval-Augmented Generation for Enhancing Answer



Generation and Knowledge Retrieval.

.- A quantitative evaluation of natural language retrieval methods for



OpenAPI specifications.

.- Authorship Verification of the Caesarian Corpus Using Siamese BERT.

.- CrioleSet: A New Corpus for Cape Verdean Creole, Towards Robust



Machine Translation.

.- ExpliCIT-QA: Explainable Code-Based Image Table Question Answering.

.-
Ambient Intelligence and Affective Environments (AmIA)
.

.- Lightweight Tree Ensembles with Optimized Features for Five-Class



Sleep Apnea Stratification.

.- Framework for Adaptive and Creative Learning Based on Generative



Artificial Intelligence in Higher Education

.- Enabling Context-Aware Sarcasm Detection in Ambient Intelligence



through Local LLMs

.- An Explainable Deep Learning Architecture for the Detection of



Gastrointestinal Lesions in Colonoscopy images

.- Challenges of AI in healthcare projects.

.- Thermal Impact on Vegetable Growth: Case Study in Lettuce Production

.-
AI and Creativity (AIC)
.

.- Text Rewriting with Transformers for Humor Generation in Portuguese.

.-
Artificial Intelligence in Power and Energy Systems (AIPES)
.

.- Reinforcement Learning for Real-Time Price Prediction in Energy Systems

.- Optimizing Quay Crane Operations considering Energy Consumption

.-- Dynamic Retraining Framework for Reliable Energy Forecasting in



Smart Buildings.

.-
Fuzzy Data Analysis and Applications (FDA)
.

.- EvoNFuzz: A New Evolutionary Neuro-Fuzzy Network with Genetic



Programming-based Learning.