Special issue on Learning and Reasoning

ISSN: 0885-6125 (Print) 1573-0565 (Online)

In this topical collection (22 articles)

previous disabled Page of 2

  1. OriginalPaper

    Learning from interpretation transition using differentiable logic programming semantics

    Kun Gao, Hanpin Wang, Yongzhi Cao, Katsumi Inoue Pages 123-145
    Download PDF (1902KB) View Article

  2. S.I.: LR 2020

    Inductive logic programming at 30

    Andrew Cropper, Sebastijan Dumančić, Richard Evans… Pages 147-172
    Download PDF (1479KB) View Article

  3. OriginalPaper

    Limits of multi-relational graphs

    Juan Alvarado, Yuyi Wang, Jan Ramon Pages 177-216
    Download PDF (3055KB) View Article

  4. OriginalPaper

    FFNSL: Feed-Forward Neural-Symbolic Learner

    Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo Pages 515-569
    Download PDF (4563KB) View Article

  5. OriginalPaper

    Inclusion of domain-knowledge into GNNs using mode-directed inverse entailment

    Tirtharaj Dash, Ashwin Srinivasan, A. Baskar Pages 575-623
    Download PDF (4157KB) View Article

  6. OriginalPaper

    Symbolic DNN-Tuner

    Michele Fraccaroli, Evelina Lamma, Fabrizio Riguzzi Pages 625-650
    Download PDF (2985KB) View Article

  7. OriginalPaper

    Beneficial and harmful explanatory machine learning

    Lun Ai, Stephen H. Muggleton, Céline Hocquette, Mark Gromowski… Pages 695-721
    Download PDF (2271KB) View Article

  8. OriginalPaper

    Probabilistic inductive constraint logic

    Fabrizio Riguzzi, Elena Bellodi, Riccardo Zese, Marco Alberti… Pages 723-754
    Download PDF (2505KB) View Article

  9. OriginalPaper

    Top program construction and reduction for polynomial time Meta-Interpretive learning

    S. Patsantzis, S. H. Muggleton Pages 755-778
    Download PDF (1718KB) View Article

  10. OriginalPaper

    AUTOMAT[R]IX: learning simple matrix pipelines

    Lidia Contreras-Ochando, Cèsar Ferri, José Hernández-Orallo Pages 779-799
    Download PDF (2149KB) View Article

  11. OriginalPaper

    Learning programs by learning from failures

    Andrew Cropper, Rolf Morel Pages 801-856
    Download PDF (1966KB) View Article

  12. OriginalPaper

    Handling epistemic and aleatory uncertainties in probabilistic circuits

    Federico Cerutti, Lance M. Kaplan, Angelika Kimmig, Murat Şensoy Pages 1259-1301
    Download PDF (3562KB) View Article

  13. OriginalPaper

    Lifting symmetry breaking constraints with inductive logic programming

    Alice Tarzariol, Martin Gebser, Konstantin Schekotihin Pages 1303-1326
    Download PDF (2041KB) View Article

  14. OriginalPaper

    Detect, Understand, Act: A Neuro-symbolic Hierarchical Reinforcement Learning Framework

    Ludovico Mitchener, David Tuckey, Matthew Crosby, Alessandra Russo Pages 1523-1549
    Download PDF (1735KB) View Article

  15. OriginalPaper

    Incorporating symbolic domain knowledge into graph neural networks

    Tirtharaj Dash, Ashwin Srinivasan, Lovekesh Vig Pages 1609-1636
    Download PDF (3184KB) View Article

  16. OriginalPaper

    OWL2Vec*: embedding of OWL ontologies

    Jiaoyan Chen, Pan Hu, Ernesto Jimenez-Ruiz, Ole Magnus Holter… Pages 1813-1845
    Download PDF (3366KB) View Article

  17. OriginalPaper

    A comparison of statistical relational learning and graph neural networks for aggregate graph queries

    Varun Embar, Sriram Srinivasan, Lise Getoor Pages 1847-1866
    Download PDF (2697KB) View Article

  18. OriginalPaper

    Planning for potential: efficient safe reinforcement learning

    Floris den Hengst, Vincent François-Lavet, Mark Hoogendoorn… Pages 2255-2274
    Download PDF (1677KB) View Article

  19. OriginalPaper

    Learning explanations for biological feedback with delays using an event calculus

    Ashwin Srinivasan, Michael Bain, A. Baskar Pages 2435-2487
    Download PDF (5726KB) View Article

  20. OriginalPaper

    Learning any memory-less discrete semantics for dynamical systems represented by logic programs

    Tony Ribeiro, Maxime Folschette, Morgan Magnin, Katsumi Inoue Pages 3593-3670
    Download PDF (7720KB) View Article
previous disabled Page of 2