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25. ILP 2015: Kyoto, Japan
- Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto:
Inductive Logic Programming - 25th International Conference, ILP 2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9575, Springer 2016, ISBN 978-3-319-40565-0 - Laura Antanas, Plinio Moreno, Luc De Raedt:
Relational Kernel-Based Grasping with Numerical Features. 1-14 - Clément Charnay, Nicolas Lachiche, Agnès Braud:
CARAF: Complex Aggregates within Random Forests. 15-29 - Giuseppe Cota, Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma:
Distributed Parameter Learning for Probabilistic Ontologies. 30-45 - Andrew Cropper, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton:
Meta-Interpretive Learning of Data Transformation Programs. 46-59 - Golnoosh Farnadi, Stephen H. Bach, Marjon Blondeel, Marie-Francine Moens, Lise Getoor, Martine De Cock:
Statistical Relational Learning with Soft Quantifiers. 60-75 - Szymon Klarman, Katarina Britz:
Ontology Learning from Interpretations in Lightweight Description Logics. 76-90 - Ondrej Kuzelka, Jesse Davis, Steven Schockaert:
Constructing Markov Logic Networks from First-Order Default Rules. 91-105 - Ondrej Kuzelka, Jan Ramon:
Mine 'Em All: A Note on Mining All Graphs. 106-121 - Carlos Alberto Martinez-Angeles, Inês Dutra, Vítor Santos Costa, Jorge Buenabad-Chávez:
Processing Markov Logic Networks with GPUs: Accelerating Network Grounding. 122-136 - Samuel R. Neaves, Louise A. C. Millard, Sophia Tsoka:
Using ILP to Identify Pathway Activation Patterns in Systems Biology. 137-151 - Francesco Orsini, Paolo Frasconi, Luc De Raedt:
kProbLog: An Algebraic Prolog for Kernel Programming. 152-165 - Sergey Paramonov, Matthijs van Leeuwen, Marc Denecker, Luc De Raedt:
An Exercise in Declarative Modeling for Relational Query Mining. 166-182 - Chiaki Sakama, Tony Ribeiro, Katsumi Inoue:
Learning Inference by Induction. 183-199 - Ashwin Srinivasan, Michael Bain, Deepika Vatsa, Sumeet Agarwal:
Identification of Transition Models of Biological Systems in the Presence of Transition Noise. 200-214
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