Abstract is missing.
- Inference and Learning in PlanningHector Geffner. 1 [doi]
- Beyond Reward: The Problem of Knowledge and DataRichard S. Sutton. 2-6 [doi]
- Exploiting ConstraintsToby Walsh. 7-13 [doi]
- Online Bayesian Inference for the Parameters of PRISM ProgramsJames Cussens. 14-19 [doi]
- Learning Compact Markov Logic Networks with Decision TreesHassan Khosravi, Oliver Schulte, Jianfeng Hu, Tianxiang Gao. 20-25 [doi]
- Relational Networks of Conditional Preferences - (Extended Abstract)Frédéric Koriche. 26-32 [doi]
- k-Optimal: A Novel Approximate Inference Algorithm for ProbLogJoris Renkens, Guy Van den Broeck, Siegfried Nijssen. 33-38 [doi]
- Learning Directed Relational Models with Recursive DependenciesOliver Schulte, Hassan Khosravi, Tong Man. 39-44 [doi]
- Integrating Model Checking and Inductive Logic ProgrammingDalal Alrajeh, Alessandra Russo, Sebastián Uchitel, Jeff Kramer. 45-60 [doi]
- Learning the Structure of Probabilistic Logic ProgramsElena Bellodi, Fabrizio Riguzzi. 61-75 [doi]
- Subgroup Discovery Using Bump Hunting on Multi-relational HistogramsRadomír Cernoch, Filip Zelezný. 76-90 [doi]
- Inductive Logic Programming in Answer Set ProgrammingDomenico Corapi, Alessandra Russo, Emil Lupu. 91-97 [doi]
- Graph-Based Relational Learning with a Polynomial Time Projection AlgorithmBrahim Douar, Michel Liquiere, Cherif Chiraz Latiri, Yahya Slimani. 98-112 [doi]
- Interleaved Inductive-Abductive Reasoning for Learning Complex Event ModelsKrishna S. R. Dubba, Mehul Bhatt, Frank Dylla, David C. Hogg, Anthony G. Cohn. 113-129 [doi]
- Predictive Sequence Miner in ILP LearningCarlos Abreu Ferreira, João Gama, Vítor Santos Costa. 130-144 [doi]
- Conceptual Clustering of Multi-Relational DataNuno A. Fonseca, Vítor Santos Costa, Rui Camacho. 145-159 [doi]
- Expressive Power of Safe First-Order Logical Decision TreesJoris J. M. Gillis, Jan Van den Bussche. 160-172 [doi]
- DNF Hypotheses in Explanatory InductionKatsumi Inoue. 173-188 [doi]
- Variational Bayes Inference for Logic-Based Probabilistic Models on BDDsMasakazu Ishihata, Yoshitaka Kameya, Taisuke Sato. 189-203 [doi]
- Relational Learning for Spatial Relation Extraction from Natural LanguageParisa KordJamshidi, Paolo Frasconi, Martijn Van Otterlo, Marie-Francine Moens, Luc De Raedt. 204-220 [doi]
- Does Multi-Clause Learning Help in Real-World Applications?Dianhuan Lin, Jianzhong Chen, Hiroaki Watanabe, Stephen Muggleton, Pooja Jain, Michael J. E. Sternberg, Charles Baxter, Richard A. Currie, Stuart J. Dunbar, Mark Earll, José Domingo Salazar. 221-237 [doi]
- MC-TopLog: Complete Multi-clause Learning Guided by a Top TheoryStephen H. Muggleton, Dianhuan Lin, Alireza Tamaddoni-Nezhad. 238-254 [doi]
- Integrating Relational Reinforcement Learning with Reasoning about Actions and ChangeMatthias Nickles. 255-269 [doi]
- Efficient Operations in Feature Terms Using Constraint ProgrammingSantiago Ontañón, Pedro Meseguer. 270-285 [doi]
- Learning Theories Using Estimation Distribution Algorithms and (Reduced) Bottom ClausesCristiano Grijó Pitangui, Gerson Zaverucha. 286-301 [doi]
- Active Learning of Relational Action ModelsChristophe Rodrigues, Pierre Gérard, Céline Rouveirol, Henry Soldano. 302-316 [doi]
- Knowledge-Guided Identification of Petri Net Models of Large Biological SystemsAshwin Srinivasan, Michael Bain. 317-331 [doi]
- Machine Learning a Probabilistic Network of Ecological InteractionsAlireza Tamaddoni-Nezhad, David Bohan, Alan Raybould, Stephen H. Muggleton. 332-346 [doi]
- Kernel-Based Logical and Relational Learning with kLog for Hedge Cue DetectionMathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt. 347-357 [doi]
- Projection-Based PILP: Computational Learning Theory with Empirical ResultsHiroaki Watanabe, Stephen H. Muggleton. 358-372 [doi]
- Comparison of Upward and Downward Generalizations in CF-InductionYoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma. 373-388 [doi]
- Polynomial Time Inductive Inference of Cograph Pattern Languages from Positive DataYuta Yoshimura, Takayoshi Shoudai, Yusuke Suzuki, Tomoyuki Uchida, Tetsuhiro Miyahara. 389-404 [doi]