Special Issue on Learning and Reasoning 2022
ISSN:
0885-6125 (Print)
1573-0565 (Online)
In this topical collection (18 articles)
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OriginalPaper
Improving fraud detection via imbalanced graph structure learning
Lingfei Ren, Ruimin Hu, Yang Liu, Dengshi Li, Junhang Wu, Yilong Zang… Pages 1069-1090 -
OriginalPaper
Composition of relational features with an application to explaining black-box predictors
Ashwin Srinivasan, A. Baskar, Tirtharaj Dash, Devanshu Shah Pages 1091-1132 -
OriginalPaper
Word embeddings-based transfer learning for boosted relational dependency networks
Thais Luca, Aline Paes, Gerson Zaverucha Pages 1269-1302 -
OriginalPaper
Explainable models via compression of tree ensembles
Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon… Pages 1303-1328 -
OriginalPaper
Modeling PU learning using probabilistic logic programming
Victor Verreet, Luc De Raedt, Jessa Bekker Pages 1351-1372 -
OriginalPaper
Principled diverse counterfactuals in multilinear models
Ioannis Papantonis, Vaishak Belle Pages 1421-1443 -
OriginalPaper
Dynamic weighted ensemble for diarrhoea incidence predictions
Thanh Duy Do, Thuan Dinh Nguyen, Viet Cuong Ta, Duong Tran Anh… Pages 2129-2152 -
OriginalPaper
Differentiable learning of matricized DNFs and its application to Boolean networks
Taisuke Sato, Katsumi Inoue Pages 2821-2843 -
OriginalPaper
ROAD-R: the autonomous driving dataset with logical requirements
Eleonora Giunchiglia, Mihaela Cătălina Stoian, Salman Khan… Pages 3261-3291 -
OriginalPaper
Refining neural network predictions using background knowledge
Alessandro Daniele, Emile van Krieken, Luciano Serafini… Pages 3293-3331 -
OriginalPaper
Contrastive counterfactual visual explanations with overdetermination
Adam White, Kwun Ho Ngan, James Phelan, Kevin Ryan, Saman Sadeghi Afgeh… Pages 3497-3525 -
OriginalPaper
Explanatory machine learning for sequential human teaching
Lun Ai, Johannes Langer, Stephen H. Muggleton, Ute Schmid Pages 3591-3632 -
OriginalPaper
Learning logic programs by explaining their failures
Rolf Morel, Andrew Cropper Pages 3917-3943 -
OriginalPaper
Heuristic search of optimal machine teaching curricula
Manuel Garcia-Piqueras, Jose Hernández-Orallo Pages 4049-4080
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