Turning 30: New Ideas in Inductive Logic Programming

Turning 30: New Ideas in Inductive Logic Programming

25 February 2020

Sebastijan Dumancic

Stephen Muggleton

Papers citing "Turning 30: New Ideas in Inductive Logic Programming"

18 / 18 papers shown

Title
Explaining with Attribute-based and Relational Near Misses: An Interpretable Approach to Distinguishing Facial Expressions of Pain and Disgust Bettina Finzel Simon Kuhn David E. Tafler Ute Schmid FAtt 34 1 0 27 Aug 2023
Learning Differentiable Logic Programs for Abstract Visual Reasoning Hikaru Shindo Viktor Pfanschilling Devendra Singh Dhami Kristian Kersting NAI 32 6 0 03 Jul 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 31 12 0 14 Feb 2023
Shrinking the Inductive Programming Search Space with Instruction Subsets Edward McDaid S. McDaid 17 2 0 10 Feb 2023
Efficient lifting of symmetry breaking constraints for complex combinatorial problems Alice Tarzariol M. Gebser Mark Law Konstantin Schekotihin 16 2 0 14 May 2022
A Critical Review of Inductive Logic Programming Techniques for Explainable AI Zheng Zhang Liangliang Xu L. Yilmaz Bo Liu 20 7 0 31 Dec 2021
Lifting Symmetry Breaking Constraints with Inductive Logic Programming Alice Tarzariol M. Gebser Konstantin Schekotihin 23 4 0 22 Dec 2021
On the Complexity of Inductively Learning Guarded Rules Andrei Draghici Georg Gottlob Matthias Lanzinger 19 0 0 07 Oct 2021
Learning compositional programs with arguments and sampling Giovanni De Toni L. Erculiani Andrea Passerini 35 3 0 01 Sep 2021
A Review of Some Techniques for Inclusion of Domain-Knowledge into Deep Neural Networks T. Dash Sharad Chitlangia Aditya Ahuja A. Srinivasan 30 128 0 21 Jul 2021
Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming Duo Xu Faramarz Fekri 18 10 0 21 Jun 2021
A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts Gesina Schwalbe Bettina Finzel XAI 29 183 0 15 May 2021
Predicate Invention by Learning From Failures Andrew Cropper Rolf Morel 19 12 0 29 Apr 2021
Learning Symbolic Rules for Interpretable Deep Reinforcement Learning Zhihao Ma Yuzheng Zhuang Paul Weng Hankui Zhuo Dong Li Wulong Liu Jianye Hao NAI 51 14 0 15 Mar 2021
Machine Knowledge: Creation and Curation of Comprehensive Knowledge Bases Gerhard Weikum Luna Dong Simon Razniewski Fabian M. Suchanek 22 125 0 24 Sep 2020
Logic Programming and Machine Ethics Abeer Dyoub Stefania Costantini F. Lisi 6 11 0 22 Sep 2020
Learning programs by learning from failures Andrew Cropper Rolf Morel 31 87 0 05 May 2020
Incremental Learning of Event Definitions with Inductive Logic Programming Nikos Katzouris A. Artikis George Giannakopoulos 48 80 0 24 Feb 2014