Inductive Logic Programming: 32nd International Conference, ILP 2023, Bari, Italy, November 13–15, 2023,...

— —

Elena Bellodi Francesca Alessandra Lisi

Inductive Logic Programming

32nd International Conference, ILP 2023, Bari, Italy, November 13–15, 2023, Proceedings

Elena Bellodi, Francesca Alessandra Lisi, Riccardo Zese

$111.95 $89.44

Paperback

Not in-store but you can order this
How long will it take?

Availability Information

We source books from suppliers in Australia and overseas. For books we don't currently have in stock, the time it takes to get them from our suppliers can vary widely - from a few days to a few months - so we check each book with each supplier to determine the expected time it will take to be supplied to us.

We then advise you accordingly. If the time taken to get any book is too long for you, you can let us know and we will cancel or adjust your order, and refund as required.

To find out the anticipated arrival time for specific items prior to ordering, please contact us by phone or email:

Phone +61 2 9264 3111, or 1800 4 BOOKS (1800 4 26657) if outside Sydney:
option 1 Abbey's Bookshop (Crime, History, Science, Kids & more) • info@abbeys.com.au
option 2 Language Book Centre (ESL & Foreign Languages) • language@abbeys.com.au
option 3 Galaxy Bookshop (Sci-fi, Fantasy, Romance, Graphic Novels) • sf@galaxybooks.com.au

QTY:

English

Springer International Publishing AG
22 December 2023

Compilers; Data mining; Mathematical theory of computation; Computer architecture & logic design; Artificial intelligence

Series: Lecture Notes in Computer Science

This book constitutes the refereed proceedings of the 32nd International Conference on Inductive Logic Programming, ILP 2023, held in Bari, Italy, during November 13–15, 2023.

The 11 full papers and 1 short paper included in this book were carefully reviewed and selected from 18 submissions. They cover all aspects of learning in logic, multi-relational data mining, statistical relational learning, graph and tree mining, learning in other (non-propositional) logic-based knowledge representation frameworks, exploring intersections to statistical learning and other probabilistic approaches.

Edited by: Elena Bellodi, Francesca Alessandra Lisi, Riccardo Zese
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 1st ed. 2023
Volume: 14363
Dimensions: Height: 235mm, Width: 155mm,
Weight: 308g
ISBN: 9783031492983
ISBN 10: 3031492986
Series: Lecture Notes in Computer Science
Pages: 175
Publication Date: 22 December 2023
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

Declarative Sequential Pattern Mining in ASP.- Extracting Rules from ML models in Angluin’s Style.- A Constrained Optimization Approach to Set the Parameters of Probabilistic Answer Set Programs.- Regularization in Probabilistic Inductive Logic Programming.- Towards ILP-based LTLf passive learning.- Learning Strategies of Inductive Logic Programming Using Reinforcement Learning.- Select first, transfer later: choosing proper datasets for statistical relational transfer learning.- GNN based Extraction of Minimal Unsatisfiable Subsets.- What Do Counterfactuals Say about the World? Reconstructing Probabilistic Logic Programs from Answers to “What if?” Queries.- Few-shot learning of diagnostic rules for neurodegenerative diseases using Inductive Logic Programming.- An Experimental Overview of Neural-Symbolic Systems.- Statistical relational structure learning with scaled weight parameters.- A Review of Inductive Logic Programming Applications for Robotic Systems.- Meta Interpretive Learning from Fractal images.