| Bridging machine learning and logical reasoning by abductive learning WZ Dai, Q Xu, Y Yu, ZH Zhou Advances in Neural Information Processing Systems 32, 2019 | 99 | 2019 |
| Tunneling neural perception and logic reasoning through abductive learning WZ Dai, QL Xu, Y Yu, ZH Zhou arXiv preprint arXiv:1802.01173, 2018 | 32 | 2018 |
| Meta-interpretive learning from noisy images S Muggleton, WZ Dai, C Sammut, A Tamaddoni-Nezhad, J Wen, ZH Zhou Machine Learning 107, 1097-1118, 2018 | 27 | 2018 |
| Logical Vision: Meta-Interpretive Learning for Simple Geometrical Concepts. WZ Dai, SH Muggleton, ZH Zhou ILP (Late Breaking Papers), 1-16, 2015 | 24 | 2015 |
| Abductive knowledge induction from raw data WZ Dai, SH Muggleton arXiv preprint arXiv:2010.03514, 2020 | 19 | 2020 |
| Semi-supervised abductive learning and its application to theft judicial sentencing YX Huang, WZ Dai, J Yang, LW Cai, S Cheng, R Huang, YF Li, ZH Zhou 2020 IEEE international conference on data mining (ICDM), 1070-1075, 2020 | 18 | 2020 |
| Combining logical abduction and statistical induction: Discovering written primitives with human knowledge WZ Dai, ZH Zhou Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017 | 16 | 2017 |
| Logical vision: One-shot meta-interpretive learning from real images WZ Dai, S Muggleton, J Wen, A Tamaddoni-Nezhad, ZH Zhou Inductive Logic Programming: 27th International Conference, ILP 2017 …, 2018 | 15 | 2018 |
| Fast abductive learning by similarity-based consistency optimization YX Huang, WZ Dai, LW Cai, SH Muggleton, Y Jiang Advances in Neural Information Processing Systems 34, 26574-26584, 2021 | 11 | 2021 |
| Abductive Learning with Ground Knowledge Base. LW Cai, WZ Dai, YX Huang, YF Li, SH Muggleton, Y Jiang IJCAI, 1815-1821, 2021 | 10 | 2021 |
| Abductive subconcept learning Z Han, LW Cai, WZ Dai, YX Huang, B Wei, W Wang, Y Yin Science China Information Sciences 66 (2), 1-13, 2023 | 1 | 2023 |
| Automated Biodesign Engineering by Abductive Meta-Interpretive Learning WZ Dai, L Hallett, SH Muggleton, GS Baldwin arXiv preprint arXiv:2105.07758, 2021 | 1 | 2021 |
| Statistical unfolded logic learning WZ Dai, ZH Zhou Asian Conference on Machine Learning, 349-361, 2016 | 1 | 2016 |
| Enabling Knowledge Refinement upon New Concepts in Abductive Learning YX Huang, WZ Dai, Y Jiang, ZH Zhou | | 2023 |
| Reduced Implication-bias Logic Loss for Neuro-Symbolic Learning H He, W Dai, M Li, Y Liu, Y Ma arXiv preprint arXiv:2208.06838, 2022 | | 2022 |
| Human-like Computer Vision S Muggleton, WZ Dai Human-Like Machine Intelligence, 199, 2021 | | 2021 |
| Inductive Logic Boosting WZ Dai, ZH Zhou arXiv preprint arXiv:1402.6077, 2014 | | 2014 |
| Lifted-Rollout for Approximate Policy Iteration of Markov Decision Process WZ Dai, Y Yu, ZH Zhou 2011 IEEE 11th International Conference on Data Mining Workshops, 689-696, 2011 | | 2011 |
| Human Comprehensible Active Learning of Genome-Scale Metabolic Networks L Ai, S Liang, WZ Dai, L Hallett, SH Muggleton, GS Baldwin | | |
| Logical Vision: Meta-Interpretive Learning for Human-Like Vision WZ Dai, S Muggleton, A Tamaddoni-Nezhad, ZH Zhou | | |
Zhi-Hua ZhouNanjing UniversityVahvistettu sähköpostiosoite verkkotunnuksessa nju.edu.cn
