Hybrid Models for Coupling Deductive and Inductive Reasoning: Third International Workshop, HYDRA 2024,...

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Pierangela Bruno Francesco Calimeri

Hybrid Models for Coupling Deductive and Inductive Reasoning

Third International Workshop, HYDRA 2024, Santiago de Compostela, Spain, October 20, 2024, Revised...

Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio , Giorgio Terracina

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English

Springer International Publishing AG
08 May 2025

Artificial intelligence; Machine learning

Series: Communications in Computer and Information Science

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.

Edited by: Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Volume: 2492
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783031893650
ISBN 10: 3031893654
Series: Communications in Computer and Information Science
Pages: 107
Publication Date: 08 May 2025
Audience: Professional and scholarly , College/higher education , Undergraduate , Further / Higher Education
Format: Paperback
Publisher's Status: Active

.- 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.