Buch, Englisch, 360 Seiten, Format (B × H): 155 mm x 235 mm
25th EPIA Conference on Artificial Intelligence, EPIA 2026, Madeira, Portugal, September 2–4, 2026, Proceedings, Part I
Buch, Englisch, 360 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Lecture Notes in Artificial Intelligence
ISBN: 978-3-032-44471-4
Verlag: Springer
The two-volume set LNAI 17197 - 17198 constitutes the proceedings of the 25th EPIA Conference on Progress in Artificial Intelligence, EPIA 2026, held in Madeira, Portugal, during September 2 - 4, 2026.
The 64 full papers included in these proceedings were carefully reviewed and selected from 122 submissions. They were organized in topical sections as follows:
Part I : Knowledge Representation and Reasoning (KRR); Artificial Intelligence – Theory, Methods, and Application (AITMA); Artificial Intelligence for Time-dependent Data (AITD); Human-Centered AI (HCAI); Knowledge Discovery and Business Intelligence (KDBI); Artificial Intelligence for Industry and Society (AI4IS); Ambient Intelligence and Affective Environments (AmIA Environments).
Part II : Natural Language Processing, Text Mining and Applications (NLP-TeMA); Artificial Intelligence in Medicine (AIM); Ethics and Responsibility in AI (ERAI); Artificial Intelligence and Law (AIL); AI for Architecture, Engineering and Conservation (AI4AEC); Generative and Agentic Artificial Intelligence (GAAI); Artificial Intelligence in Transportation Systems (AITS).
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Technische Informatik Netzwerk-Hardware
- Mathematik | Informatik EDV | Informatik Informatik Natürliche Sprachen & Maschinelle Übersetzung
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
- Mathematik | Informatik EDV | Informatik Angewandte Informatik
Weitere Infos & Material
.- Knowledge Representation and Reasoning (KRR).
.- MaxSAT-Based Feedback for Guiding Vision-Language Models in Sudoku.
.- Revisiting Incremental Linearization for Nonlinear Integer Arithmetic.
.- Modeling Constrained Routing in PDDL: Lessons from 11 Independent Encodings.
.- Modeling the Aquasplash Puzzle Game in PDDL.
.- Artificial Intelligence– Theory, Methods, and Application (AITMA).
.- New Results on Synthetic Speech Detection for European Portuguese.
.- Defending Federated Learning Against Poisoning Attacks: A Comparative Study of Unsupervised Anomaly Detection Methods.
.- AdamX: Cosine similarity meets gradient descent.
.- Error- and Prediction-Driven Motor Learning in the Cortico-Cerebellar Loop.
.- GeneNet-DARTS: Differentiable Architecture Search for the Computational Evolution of Gene Circuits.
.- A CNF-Style PDDL Encoding for Akari, and What It Costs.
.- Object Detection as a Differentiable Interpretability Bottleneck .
.- Artificial Intelligence for Time-dependent Data (AITD).
.- A two-step sequential approach for hyperparameter selection in finite context models.
.- Chronological classification in distributed RAG systems, with continuous data feed.
.- Weakly Supervised Classification of Focal and Non-focal Sperm Whale Clicks: A Comparative Study.
.- Fast and Interpretable Autoregressive Estimation with Neural Network Backpropagation.
.- Physics-Guided Frequency-Aware CNNs for Robust Physical Time Series Forecasting.
.- A Comprehensive Analysis on Predictive Machine Learning for Win Probability in Live Football Matches.
.- Human-Centered AI (HCAI).
.- Role-Conditioned LLMs for Diverse Synthetic Expert Panels: Expert Elicitation on Barriers to Direct Current Adoption.
.- Large-Scale User Behavior Analysis in Multimodal AI-Assisted Manual Task Execution.
.- Auditing AI-Assisted Software: Development Traces, Code Quality, and Trustworthiness in a Remote-Sensing Pipeline.
.- Knowledge Discovery and Business Intelligence (KDBI).
.- RAG-DW: A Multi-Level Semantic Retrieval Architecture Integrated with Data Warehouses for Natural Language SQL Generation.
.- Artificial Intelligence for Industry and Society (AI4IS).
.- A Three-Stage Cascade Pipeline for DDoS Detection and Zero-Day Anomaly Discovery.
.- Hybrid Visual Recognition for Smart Tourism Augmented Reality.
.- Multi-Agent Reinforcement Learning for Procurement Auctions Based Distributed Energy Market Governance.
.- Towards a data-centric KDD pipeline for natural-stone valorization under weak supervision.
.- Evaluating Proximal Policy Optimization (PPO)-driven Agents for Replenishment Optimization of Short-Life Cycle Products.
.- Real-Time Bayesian AI for Mission-Critical Sensor Fusion in Maritime Command and Control.
.- Ambient Intelligence and Affective Environments (AmIA Environments).
.- Benchmarking Open-Source LLMs for Hybrid Educational Conversational Assistants Built with Rasa CALM.
.- Towards Multimodal Physiological Stratification Using Self-Supervised Photoplethysmography Representation Learning.
