Progress in Artificial Intelligence -

Progress in Artificial Intelligence

23rd EPIA Conference on Artificial Intelligence, EPIA 2024, Viana do Castelo, Portugal, September 3–6, 2024, Proceedings, Part I
Buch | Softcover
XXXII, 425 Seiten
2024 | 2024
Springer International Publishing (Verlag)
978-3-031-73496-0 (ISBN)
79,17 inkl. MwSt

The 3-volume set LNAI 14967, 14968, and 14969 constitutes the proceedings of the 23rd EPIA Conference on Artificial Intelligence, EPIA 2024, held in Viana do Castelo, Portugal, during September 3-6, 2024.

The 94 full papers presented in these proceedings were carefully reviewed and selected from 187 submissions. The papers are organized in the following topical sections:

Volume I:

AI and Creativity (AIC); Ambient Intelligence and Affective Environments (AmIA); Artificial Intelligence and IoT in Agriculture (AIoTA); Artificial Intelligence and Law (AIL); and Artificial Intelligence for Industry and Societies (AI4IS). 

Volume II:

Artificial Intelligence in Medicine (AIM); Artificial Intelligence in Power and Energy Systems (AIPES); Artificial Intelligence in Transportation Systems (AITS); Ethics and Responsibility in AI (ERAI); and General AI (GAI).

Volume III:

Generative AI - Foundations and Applications (GenAI); Intelligent Robotics (IROBOT); Knowledge Discovery and Business Intelligence (KDBI); Natural Language Processing, Text Mining and Applications (TeMA); and Data-Centric AI - Solutions and Emerging Technologies (DCenAI).

AI and Creativity (AIC).- MI-CCy Quantifier: A Framework for Quantifying Mixed-Initiative Co-Creativity in Human-AI Collaborations.- Automated Detection System for Portuguese Musical Instruments.- Leveraging LLMs for On-the-fly Instruction Guided Image Editing.- Distributing Creative Responsibility Between a Knowledge-Based Content Determiner and a Neural Text Realizer.- ScanType: Evolutionary Letter Finding.- Mixed-initiative Worldbuilding in Speculative Design Experimental Practices.- Expanding Design Horizons: Evolutionary Tool for Parametric Design Exploration with Interactive and CLIP-Based Evaluation.- Evaluation of Lyrics Extraction from Folk Music Sheets Using Vision-Language Models (VLMs).- Ambient Intelligence and Affective Environments (AmIA).- Data-Driven Academic Performance Evaluation: A Smart Platform Approach.- Bridging Fashion and Technology: Synthetic Human Models for an Enhanced E-commerce Experience.- A Multi-Agent System Approach with Generative AI for Improved Elderly Daily Living.- Predictive Analytics in Education: A Comparative Analysis of Machine Learning Models for Predicting Student Performance.- Smart Cities as Affective Environments.-Artificial Intelligence and IoT in Agriculture (AIoTA).- Pruning End-Effectors - State Of The Art Review.- An Apple Counting System Robust to Multiple Intermittent Occlusions.-Data-Driven Digital Twin Based Energy Flexibility Investigation for Commercial Greenhouse Production Process.- Towards a Conversational AI Chatbot to Assist Farmers in Disease Detection.- The Impact of the EU's AI Act and Data Act on Digital Farming Technologies.- Artificial Intelligence and Law (AIL).- The Introduction of AI in Healthcare: a Multi-Layered Issue.- Segmentation Model for Judgments of the Portuguese Supreme Court of Justice.- Digital Justice in the EU: Integration of BPMN and AI into ODR Processes.-Transparency vs Explanation: Perspectives from Recent Legal Proceedings.- Detection of Potentially Non-compliant Clauses in Online ToS in Portuguese.- Towards Transparent AI: How AI Act Shape the Future.- Anthropocentric AI for EU Consumer Lending: 'Hacking' Opacity and Discrimination 'Sins' Powered by Creditworthiness Machines.- HIRS: A Hybrid Information Retrieval System for Legislative Documents.- Protection of Copyrights in the Era of Generative Artificial Intelligence.- Artificial Intelligence for Industry and Societies (AI4IS).- Exploration of Computer Vision Systems in the Recognition of Characteristics in Parts in an Industrial Environment.- Approximate Nash Equilibrium Learning for n-Player Markov Games in Dynamic Pricing.- Data Mining Models to Predict Order with Delays: A Textile Case Study.-Comparing Aggregated and Separate Models for Crowd Density Forecasting.- Evaluation of Machine Learning Methods for Fire Risk Assessment from Satellite Imagery.- Geometrically-Informed Tool Recommendation in High-Speed Machining.- A Reinforcement Learning based Recommender System Framework for Web Apps: Radio and Game Aggregators Scenarios.

Erscheint lt. Verlag 4.12.2024
Reihe/Serie Lecture Notes in Artificial Intelligence
Lecture Notes in Computer Science
Zusatzinfo XXXIV, 416 p.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte Affective computing • Agriculture • Ambient Intelligence • Artificial Intelligence • Business Intelligence • Computational Creativity • Data-Centric AI • Energy • ethics • generative AI • Industry • Intelligent Systems • internet of things • Knowledge Discovery • Law • machine learning • Medicine • Natural Language Processing • Robotics • Transportation Systems
ISBN-10 3-031-73496-3 / 3031734963
ISBN-13 978-3-031-73496-0 / 9783031734960
Zustand Neuware
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