Výsledky vyhledávání - Inductive Logic Programming

Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation

Autoři: FIEKE HILLERSTRÖM GERTJAN BURGHOUTS DSS - Defence, Safety & Security a další

Přispěvatelé: FIEKE HILLERSTRÖM GERTJAN BURGHOUTS DSS - Defence, Safety & Security a další

Zdroj: Theory and Practice of Logic Programming, 24(4), pp. 628-643.

Témata: FOS: Computer and information sciences, Computer Science - Machine Learning, Artificial Intelligence (cs.AI), Sensory data, Computer Science - Artificial Intelligence, Probabilistic background knowledge, Inductive logic programming, Neurosymbolic inference, Relational patterns, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2408.11367
https://publications.tno.nl/publication/34643722/h3r4B1wu/TNO-2025-P10140.pdf
https://resolver.tno.nl/uuid:b366fa16-c6b6-46b1-9fb7-c67b83ea456e

Task-To-Processor Assignment for Real-Time Mixed-Critical Networked Systems Using Inductive Logic Programming

Autoři: Gualtieri, Marcus Juette, Christian Dasari, Dakshina a další

Přispěvatelé: Gualtieri, Marcus Juette, Christian Dasari, Dakshina a další

Témata: Auto-Configuration, Task-to-Processor Mapping, Active Learning, ddc:004, Real-Time Distributed Systems, Inductive Logic Programming

Popis souboru: application/pdf

Přístupová URL adresa: https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ECRTS.2025.14

Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation

Autoři: Hillerström, F.H.J. Burghouts, G.J. DSS - Defence, Safety & Security a další

Přispěvatelé: Hillerström, F.H.J. Burghouts, G.J. DSS - Defence, Safety & Security a další

Zdroj: Theory and Practice of Logic Programming, 24(4), pp. 628-643.

Témata: Sensory data, Probabilistic background knowledge, Inductive logic programming, Neurosymbolic inference, Relational patterns

Přístupová URL adresa: https://publications.tno.nl/publication/34643722/h3r4B1wu/TNO-2025-P10140.pdf
https://resolver.tno.nl/uuid:b366fa16-c6b6-46b1-9fb7-c67b83ea456e

Proxy Attribute Discovery in Machine Learning Datasets via Inductive Logic Programming (Extended Version)

Autoři: Goncalves, Rafael Gouveia, Filipe Lynce, Ines a další

Témata: Machine Learning, Proxy Attributes, Fairness, Inductive Logic Programming

Program Synthesis Using Inductive Logic Programming for the Abstraction and Reasoning Corpus.

Autoři: Marinho Rocha, Filipe Dutra, Inês Santos Costa, Vítor a další

Zdroj: Intelligenza Artificiale. Aug2025, Vol. 19 Issue 2, p85-101. 17p.

Témata: *LOGIC programming, *GENERALIZATION, *ARTIFICIAL intelligence, *INDUCTION (Logic), *DOMAIN-specific programming languages, *COGNITIVE ability

A Critical Review of Inductive Logic Programming Techniques for Explainable AI

Autoři: Zheng Zhang Levent Yilmaz Bo Liu

Zdroj: IEEE Transactions on Neural Networks and Learning Systems. 35:10220-10236

Přístupová URL adresa: https://pubmed.ncbi.nlm.nih.gov/37018093

GLIDR: Graph-Like Inductive Logic Programming with Differentiable Reasoning

Autoři: Johnson, Blair Kerce, Clayton Fekri, Faramarz

Témata: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Logic in Computer Science, Machine Learning (cs.LG), Logic in Computer Science (cs.LO)

Přístupová URL adresa: http://arxiv.org/abs/2508.06716

Proxy Attribute Discovery in Machine Learning Datasets via Inductive Logic Programming

Autoři: Rafael Gonçalves Filipe Gouveia Inês Lynce a další

Zdroj: Lecture Notes in Computer Science ISBN: 9783031906527

Program Synthesis Using Inductive Logic Programming for the Abstraction and Reasoning Corpus

Autoři: Filipe Marinho Rocha Inês Dutra Vítor Santos Costa a další

Zdroj: Communications in Computer and Information Science ISBN: 9783031893650

On Bridging Prolog and Python to Enhance an Inductive Logic Programming System

Autoři: Vítor Santos Costa Miguel Areias

Zdroj: Lecture Notes in Computer Science ISBN: 9783031849237

Using Incremental Inductive Logic Programming for Learning Spoofing Attacks on Maritime Automatic Identification System Data

Autoři: Aboubaker Seddiq Benterki Gabor Visky Jüri Vain a další

Zdroj: Signals and Communication Technology ISBN: 9783031872891

Multi-grain Parallel Processing of Inductive Logic Programming

Autoři: Moeko Okawara Munehiro Takimoto

Zdroj: Communications in Computer and Information Science ISBN: 9783031903403

Inductive Logic Programming based Bottlenose Delphin Optimization to Fake new Detection

Autoři: Gunasekar Thangarasu Rao Alla Kesava K Nattar Kannan

Zdroj: 2024 IEEE 14th Symposium on Computer Applications & Industrial Electronics (ISCAIE). :153-158

Towards Multimodal Co-Construction of Explanations for Robots: Combining Inductive Logic Programming and Large Language Models to Explain Robot Faults

Autoři: Youssef Mahmoud Youssef Teena Hassan

Zdroj: Companion Proceedings of the 26th International Conference on Multimodal Interaction. :228-230

Abductive Logical Rule Induction by Bridging Inductive Logic Programming and Multimodal Large Language Models

Autoři: Peng, Yifei Liu, Yaoli Xia, Enbo a další

Témata: Machine Learning, FOS: Computer and information sciences, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2509.21874

Symmetry breaking for inductive logic programming

Autoři: Cropper, Andrew Cerna, David M. Järvisalo, Matti

Témata: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2508.06263

Self-Supervised Inductive Logic Programming

Autoři: Patsantzis, Stassa

Témata: Machine Learning, FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Artificial Intelligence, Machine Learning (cs.LG)

Přístupová URL adresa: http://arxiv.org/abs/2507.16405

Deep Inductive Logic Programming meets Reinforcement Learning

Autoři: Bueff, Andreas Belle, Vaishak

Zdroj: Electronic Proceedings in Theoretical Computer Science. 385:339-352

Témata: Computer Science - Symbolic Computation, FOS: Computer and information sciences, Computer Science - Machine Learning, Computer Science - Logic in Computer Science, Symbolic Computation (cs.SC), Machine Learning (cs.LG), Logic in Computer Science (cs.LO)

Přístupová URL adresa: http://arxiv.org/abs/2308.16210

Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach

Autoři: Chaghazardi, Zahra Fallah, Saber Tamaddoni-Nezhad, Alireza

Zdroj: Electronic Proceedings in Theoretical Computer Science. 385:201-212

Témata: FOS: Computer and information sciences, Computer Science - Logic in Computer Science, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Logic in Computer Science (cs.LO)

Přístupová URL adresa: http://arxiv.org/abs/2309.03215

Inductive Logic Programming

Autoři: Elena Bellodi Francesca Alessandra Lisi Riccardo Zese

Resource Type: eBook.

Témata: Logic programming--Congresses, Induction (Logic)--Congresses, Machine learning--Congresses

Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Programming / Compilers, COMPUTERS / Computer Science, COMPUTERS / Hardware / General