Hybrid Models for Coupling Deductive and Inductive Reasoning - Third International Workshop, HYDRA 2024, Santiago de Compostela, Spain, October 20, 2024, Revised Selected Papers

This book constitutes the refereed proceedings of the Third International Workshop on Hybrid Models for Coupling Deductive and Inductive Reasoning, HYDRA 2024, held in Santiago de Compostela, Spain, on October 20, 2024.
The 6 full papers and 1 invited talk included in this book were carefully reviewed and selected from 7 submissions.The International Workshop on Hybrid Models for Coupling Deductive and
Inductive Reasoning (HYDRA) was designed as a forum for researchers to explore the exciting possibilities at the intersection of deductive and inductive reasoning.

List of contents

.- Invited Talk: ASP and NeSy AI: Applications and Future Perspectives.
.- Understanding Artificial Intelligence in Chess: the RubiChess case study.
.- Evaluating Inductive Reasoning Capabilities of Large Language Models With The One Dimensional Abstract Reasoning Corpus.
.- Program synthesis using Inductive Logic Programming for the Abstraction and Reasoning Corpus.
.- Trustworthy Inductive Knowledge for Tropical Cyclones Formation Detection.
.- Automatic Curriculum Cohesion Analysis Based on Knowledge Graphs.
.- Online inductive learning from answer sets for efficient reinforcement learning exploration.

Summary

This book constitutes the refereed proceedings of the Third International Workshop on Hybrid Models for Coupling Deductive and Inductive Reasoning, HYDRA 2024, held in Santiago de Compostela, Spain, on October 20, 2024.
The 6 full papers and 1 invited talk included in this book were carefully reviewed and selected from 7 submissions.The International Workshop on Hybrid Models for Coupling Deductive and
Inductive Reasoning (HYDRA) was designed as a forum for researchers to explore the exciting possibilities at the intersection of deductive and inductive reasoning.

Product details

• Assisted by: Pierangela Bruno (Editor), Francesco Calimeri (Editor), Francesco Cauteruccio (Editor), Francesco Cauteruccio et al (Editor), Giorgio Terracina (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 09.05.2025
• EAN: 9783031893650
• ISBN: 978-3-0-3189365-0
• No. of pages: 107
• Illustrations: IX, 107 p. 40 illus., 31 illus. in color.
• Series: Communications in Computer and Information Science
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; machine learning, Maschinelles Lernen, Artificial Intelligence, Deep Learning, Inductive Reasoning, logic programming, Abductive Reasoning, deductive reasoning, Neuro-Symbolic methods, Hybrid reasoning models