Search results for "ILP"

Hits ?▲	Authors	Title	Venue	Year	Link
32	Navdeep Kaur, Gautam Kunapuli, Tushar Khot, Kristian Kersting, William Cohen, Sriraam Natarajan	Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach.	ILP	2017	DBLP DOI BibTeX RDF
32	Tony Ribeiro, Sophie Tourret, Maxime Folschette, Morgan Magnin, Domenico Borzacchiello, Francisco Chinesta, Olivier F. Roux, Katsumi Inoue	Inductive Learning from State Transitions over Continuous Domains.	ILP	2017	DBLP DOI BibTeX RDF
32	Nikos Katzouris, Alexander Artikis, Georgios Paliouras	Parallel Online Learning of Event Definitions.	ILP	2017	DBLP DOI BibTeX RDF
32	Wang-Zhou Dai, Stephen H. Muggleton, Jing Wen, Alireza Tamaddoni-Nezhad, Zhi-Hua Zhou	Logical Vision: One-Shot Meta-Interpretive Learning from Real Images.	ILP	2017	DBLP DOI BibTeX RDF
32	Joana Côrte-Real, Inês Dutra, Ricardo Rocha 0001	On Applying Probabilistic Logic Programming to Breast Cancer Data.	ILP	2017	DBLP DOI BibTeX RDF
32	Martin Svatos, Gustav Sourek, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka	Pruning Hypothesis Spaces Using Learned Domain Theories.	ILP	2017	DBLP DOI BibTeX RDF
32	Sebastijan Dumancic, Hendrik Blockeel	Demystifying Relational Latent Representations.	ILP	2017	DBLP DOI BibTeX RDF
32	Gustav Sourek, Martin Svatos, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka	Stacked Structure Learning for Lifted Relational Neural Networks.	ILP	2017	DBLP DOI BibTeX RDF
32	Hiroyuki Nishiyama, Hayato Ohwada	Parallel Inductive Logic Programming System for Superlinear Speedup.	ILP	2017	DBLP DOI BibTeX RDF
32	Katsumi Inoue, Hayato Ohwada, Akihiro Yamamoto (eds.)	Inductive Logic Programming - 25th International Conference, ILP 2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers	ILP	2016	DBLP DOI BibTeX RDF
32	Gustav Sourek, Suresh Manandhar, Filip Zelezný, Steven Schockaert, Ondrej Kuzelka	Learning Predictive Categories Using Lifted Relational Neural Networks.	ILP	2016	DBLP DOI BibTeX RDF
32	Hai Dang Tran, Daria Stepanova 0001, Mohamed H. Gad-Elrab, Francesca A. Lisi, Gerhard Weikum	Towards Nonmonotonic Relational Learning from Knowledge Graphs.	ILP	2016	DBLP DOI BibTeX RDF
32	Marcin Malec, Tushar Khot, James G. Nagy, Erik Blask, Sriraam Natarajan	Inductive Logic Programming Meets Relational Databases: Efficient Learning of Markov Logic Networks.	ILP	2016	DBLP DOI BibTeX RDF
32	Evangelos Michelioudakis, Alexander Artikis, Georgios Paliouras	Online Structure Learning for Traffic Management.	ILP	2016	DBLP DOI BibTeX RDF
32	Ameet Soni, Dileep Viswanathan, Jude W. Shavlik, Sriraam Natarajan	Learning Relational Dependency Networks for Relation Extraction.	ILP	2016	DBLP DOI BibTeX RDF
32	Joana Côrte-Real, Inês Dutra, Ricardo Rocha 0001	Estimation-Based Search Space Traversal in PILP Environments.	ILP	2016	DBLP DOI BibTeX RDF
32	Ute Schmid, Christina Zeller, Tarek R. Besold, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton	How Does Predicate Invention Affect Human Comprehensibility?	ILP	2016	DBLP DOI BibTeX RDF
32	Takayoshi Shoudai, Satoshi Matsumoto, Yusuke Suzuki	Distributional Learning of Regular Formal Graph System of Bounded Degree.	ILP	2016	DBLP DOI BibTeX RDF
32	Phillip Odom, Raksha Kumaraswamy, Kristian Kersting, Sriraam Natarajan	Learning Through Advice-Seeking via Transfer.	ILP	2016	DBLP DOI BibTeX RDF
32	Jesse Davis, Jan Ramon (eds.)	Inductive Logic Programming - 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers	ILP	2015	DBLP DOI BibTeX RDF
32	Chiaki Sakama, Tony Ribeiro, Katsumi Inoue	Learning Inference by Induction.	ILP	2015	DBLP DOI BibTeX RDF
32	Golnoosh Farnadi, Stephen H. Bach, Marjon Blondeel, Marie-Francine Moens, Lise Getoor, Martine De Cock	Statistical Relational Learning with Soft Quantifiers.	ILP	2015	DBLP DOI BibTeX RDF
32	Sergey Paramonov 0001, Matthijs van Leeuwen, Marc Denecker, Luc De Raedt	An Exercise in Declarative Modeling for Relational Query Mining.	ILP	2015	DBLP DOI BibTeX RDF
32	Laura Antanas, Plinio Moreno, Luc De Raedt	Relational Kernel-Based Grasping with Numerical Features.	ILP	2015	DBLP DOI BibTeX RDF
32	Ondrej Kuzelka, Jan Ramon	Mine 'Em All: A Note on Mining All Graphs.	ILP	2015	DBLP DOI BibTeX RDF
32	Andrew Cropper, Alireza Tamaddoni-Nezhad, Stephen H. Muggleton	Meta-Interpretive Learning of Data Transformation Programs.	ILP	2015	DBLP DOI BibTeX RDF
32	Ashwin Srinivasan 0001, Michael Bain 0001, Deepika Vatsa, Sumeet Agarwal	Identification of Transition Models of Biological Systems in the Presence of Transition Noise.	ILP	2015	DBLP DOI BibTeX RDF
32	Francesco Orsini, Paolo Frasconi, Luc De Raedt	kProbLog: An Algebraic Prolog for Kernel Programming.	ILP	2015	DBLP DOI BibTeX RDF
32	Clément Charnay, Nicolas Lachiche, Agnès Braud	CARAF: Complex Aggregates within Random Forests.	ILP	2015	DBLP DOI BibTeX RDF
32	Szymon Klarman, Katarina Britz	Ontology Learning from Interpretations in Lightweight Description Logics.	ILP	2015	DBLP DOI BibTeX RDF
32	Ondrej Kuzelka, Jesse Davis, Steven Schockaert	Constructing Markov Logic Networks from First-Order Default Rules.	ILP	2015	DBLP DOI BibTeX RDF
32	Giuseppe Cota, Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma	Distributed Parameter Learning for Probabilistic Ontologies.	ILP	2015	DBLP DOI BibTeX RDF
32	Carlos Alberto Martinez-Angeles, Inês Dutra, Vítor Santos Costa, Jorge Buenabad-Chávez	Processing Markov Logic Networks with GPUs: Accelerating Network Grounding.	ILP	2015	DBLP DOI BibTeX RDF
32	Gerson Zaverucha, Vítor Santos Costa, Aline Paes (eds.)	Inductive Logic Programming - 23rd International Conference, ILP 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers	ILP	2014	DBLP DOI BibTeX RDF
32	Alireza Tamaddoni-Nezhad, David A. Bohan, Alan Raybould, Stephen H. Muggleton	Towards Machine Learning of Predictive Models from Ecological Data.	ILP	2014	DBLP DOI BibTeX RDF
32	Arti Shivram, Tushar Khot, Sriraam Natarajan, Venu Govindaraju	Statistical Relational Learning for Handwriting Recognition.	ILP	2014	DBLP DOI BibTeX RDF
32	Ryosuke Kojima, Taisuke Sato	Goal and Plan Recognition via Parse Trees Using Prefix and Infix Probability Computation.	ILP	2014	DBLP DOI BibTeX RDF
32	Stefano Bragaglia, Oliver Ray	Nonmonotonic Learning in Large Biological Networks.	ILP	2014	DBLP DOI BibTeX RDF
32	Dries Van Daele, Angelika Kimmig, Luc De Raedt	PageRank, ProPPR, and Stochastic Logic Programs.	ILP	2014	DBLP DOI BibTeX RDF
32	Sriraam Natarajan, Jose Picado, Tushar Khot, Kristian Kersting, Christopher Ré, Jude W. Shavlik	Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge.	ILP	2014	DBLP DOI BibTeX RDF
32	Andrew Cropper, Stephen H. Muggleton	Logical Minimisation of Meta-Rules Within Meta-Interpretive Learning.	ILP	2014	DBLP DOI BibTeX RDF
32	Chowdhury Farhan Ahmed, Clément Charnay, Nicolas Lachiche, Agnès Braud	Reframing on Relational Data.	ILP	2014	DBLP DOI BibTeX RDF
32	Dimitar Sht. Shterionov, Joris Renkens, Jonas Vlasselaer, Angelika Kimmig, Wannes Meert, Gerda Janssens	The Most Probable Explanation for Probabilistic Logic Programs with Annotated Disjunctions.	ILP	2014	DBLP DOI BibTeX RDF
32	Tony Ribeiro, Katsumi Inoue	Learning Prime Implicant Conditions from Interpretation Transition.	ILP	2014	DBLP DOI BibTeX RDF
32	Duangtida Athakravi, Dalal Alrajeh, Krysia Broda, Alessandra Russo, Ken Satoh	Inductive Learning Using Constraint-Driven Bias.	ILP	2014	DBLP DOI BibTeX RDF
32	Clément Charnay, Nicolas Lachiche, Agnès Braud	Construction of Complex Aggregates with Random Restart Hill-Climbing.	ILP	2014	DBLP DOI BibTeX RDF
32	Pascal Welke, Tamás Horváth 0001, Stefan Wrobel	On the Complexity of Frequent Subtree Mining in Very Simple Structures.	ILP	2014	DBLP DOI BibTeX RDF
32	Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys	Complex Aggregates over Clusters of Elements.	ILP	2014	DBLP DOI BibTeX RDF
32	Fabrizio Riguzzi, Filip Zelezný (eds.)	Inductive Logic Programming - 22nd International Conference, ILP 2012, Dubrovnik, Croatia, September 17-19, 2012, Revised Selected Papers	ILP	2013	DBLP DOI BibTeX RDF
32	Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli	Accelerating Imitation Learning in Relational Domains via Transfer by Initialization.	ILP	2013	DBLP DOI BibTeX RDF
32	Samuel Sarjant, Bernhard Pfahringer, Kurt Driessens, Tony Smith	A Direct Policy-Search Algorithm for Relational Reinforcement Learning.	ILP	2013	DBLP DOI BibTeX RDF
32	Chen Zeng, Eric Lantz, Jeffrey F. Naughton, David Page	On Differentially Private Inductive Logic Programming.	ILP	2013	DBLP DOI BibTeX RDF
32	Tony Ribeiro, Katsumi Inoue, Chiaki Sakama	A BDD-Based Algorithm for Learning from Interpretation Transition.	ILP	2013	DBLP DOI BibTeX RDF
32	Stephen H. Muggleton, Dianhuan Lin, Jianzhong Chen, Alireza Tamaddoni-Nezhad	MetaBayes: Bayesian Meta-Interpretative Learning Using Higher-Order Stochastic Refinement.	ILP	2013	DBLP DOI BibTeX RDF
32	Duangtida Athakravi, Domenico Corapi, Krysia Broda, Alessandra Russo	Learning Through Hypothesis Refinement Using Answer Set Programming.	ILP	2013	DBLP DOI BibTeX RDF
32	Francesca A. Lisi, Umberto Straccia	A FOIL-Like Method for Learning under Incompleteness and Vagueness.	ILP	2013	DBLP DOI BibTeX RDF
32	Nima Taghipour, Jesse Davis, Hendrik Blockeel	Generalized Counting for Lifted Variable Elimination.	ILP	2013	DBLP DOI BibTeX RDF
32	Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Francesca A. Lisi (eds.)	Inductive Logic Programming - 21st International Conference, ILP 2011, Windsor Great Park, UK, July 31 - August 3, 2011, Revised Selected Papers	ILP	2012	DBLP DOI BibTeX RDF
32	Tanveer A. Faruquie, Ashwin Srinivasan 0001, Ross D. King	Topic Models with Relational Features for Drug Design.	ILP	2012	DBLP DOI BibTeX RDF
32	Dhafer Lahbib, Marc Boullé, Dominique Laurent 0001	Itemset-Based Variable Construction in Multi-relational Supervised Learning.	ILP	2012	DBLP DOI BibTeX RDF
32	Takahiro Hino, Yusuke Suzuki, Tomoyuki Uchida, Yuko Itokawa	Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns.	ILP	2012	DBLP DOI BibTeX RDF
32	Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan	Probing the Space of Optimal Markov Logic Networks for Sequence Labeling.	ILP	2012	DBLP DOI BibTeX RDF
32	Yuta Yoshimura, Takayoshi Shoudai	Learning Unordered Tree Contraction Patterns in Polynomial Time.	ILP	2012	DBLP DOI BibTeX RDF
32	Bogdan Moldovan, Laura Antanas, McElory Hoffmann	Opening Doors: An Initial SRL Approach.	ILP	2012	DBLP DOI BibTeX RDF
32	Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma	Heuristic Inverse Subsumption in Full-Clausal Theories.	ILP	2012	DBLP DOI BibTeX RDF
32	Soufiane El Jelali, Agnès Braud, Nicolas Lachiche	Propositionalisation of Continuous Attributes beyond Simple Aggregation.	ILP	2012	DBLP DOI BibTeX RDF
32	Daan Fierens, Kristian Kersting, Jesse Davis, Jian Chen, Martin Mladenov	Pairwise Markov Logic.	ILP	2012	DBLP DOI BibTeX RDF
32	Hassan Khosravi	Fast Parameter Learning for Markov Logic Networks Using Bayes Nets.	ILP	2012	DBLP DOI BibTeX RDF
32	Chiaki Sakama	Learning Dishonesty.	ILP	2012	DBLP DOI BibTeX RDF
32	Ondrej Kuzelka, Andrea Szabóová, Filip Zelezný	Bounded Least General Generalization.	ILP	2012	DBLP DOI BibTeX RDF
32	Tiago Gomes, Vítor Santos Costa	Evaluating Inference Algorithms for the Prolog Factor Language.	ILP	2012	DBLP DOI BibTeX RDF
32	Amrita Saha, Ashwin Srinivasan 0001, Ganesh Ramakrishnan	What Kinds of Relational Features Are Useful for Statistical Learning?	ILP	2012	DBLP DOI BibTeX RDF
32	Fumio Mizoguchi, Hayato Ohwada, Hiroyuki Nishiyama, Hirotoshi Iwasaki	Identifying Driver's Cognitive Load Using Inductive Logic Programming.	ILP	2012	DBLP DOI BibTeX RDF
32	Francesca Alessandra Lisi	A Declarative Modeling Language for Concept Learning in Description Logics.	ILP	2012	DBLP DOI BibTeX RDF
32	Angelos Charalambidis, Stasinos Konstantopoulos	A Refinement Operator for Inducing Threaded-Variable Clauses.	ILP	2012	DBLP DOI BibTeX RDF
32	Solly Brown, Claude Sammut	A Relational Approach to Tool-Use Learning in Robots.	ILP	2012	DBLP DOI BibTeX RDF
32	Paolo Frasconi, Francesca A. Lisi (eds.)	Inductive Logic Programming - 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010. Revised Papers	ILP	2011	DBLP DOI BibTeX RDF
32	Christophe Rodrigues, Pierre Gérard, Céline Rouveirol, Henry Soldano	Active Learning of Relational Action Models.	ILP	2011	DBLP DOI BibTeX RDF
32	Katsumi Inoue	DNF Hypotheses in Explanatory Induction.	ILP	2011	DBLP DOI BibTeX RDF
32	Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma	Comparison of Upward and Downward Generalizations in CF-Induction.	ILP	2011	DBLP DOI BibTeX RDF
32	Yuta Yoshimura, Takayoshi Shoudai, Yusuke Suzuki, Tomoyuki Uchida, Tetsuhiro Miyahara	Polynomial Time Inductive Inference of Cograph Pattern Languages from Positive Data.	ILP	2011	DBLP DOI BibTeX RDF
32	James Cussens	Online Bayesian Inference for the Parameters of PRISM Programs.	ILP	2011	DBLP DOI BibTeX RDF
32	Joris Renkens, Guy Van den Broeck, Siegfried Nijssen	k-Optimal: A Novel Approximate Inference Algorithm for ProbLog.	ILP	2011	DBLP DOI BibTeX RDF
32	Joris J. M. Gillis, Jan Van den Bussche	Expressive Power of Safe First-Order Logical Decision Trees.	ILP	2011	DBLP DOI BibTeX RDF
32	Radomír Cernoch, Filip Zelezný	Subgroup Discovery Using Bump Hunting on Multi-relational Histograms.	ILP	2011	DBLP DOI BibTeX RDF
32	Alireza Tamaddoni-Nezhad, David A. Bohan, Alan Raybould, Stephen H. Muggleton	Machine Learning a Probabilistic Network of Ecological Interactions.	ILP	2011	DBLP DOI BibTeX RDF
32	Santiago Ontañón, Pedro Meseguer	Efficient Operations in Feature Terms Using Constraint Programming.	ILP	2011	DBLP DOI BibTeX RDF
32	Oliver Schulte, Hassan Khosravi, Tong Man	Learning Directed Relational Models with Recursive Dependencies.	ILP	2011	DBLP DOI BibTeX RDF
32	Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato	Variational Bayes Inference for Logic-Based Probabilistic Models on BDDs.	ILP	2011	DBLP DOI BibTeX RDF
32	Dianhuan Lin, Jianzhong Chen, Hiroaki Watanabe, Stephen H. Muggleton, Pooja Jain, Michael J. E. Sternberg, Charles Baxter, Richard A. Currie, Stuart J. Dunbar, Mark Earll, José Domingo Salazar	Does Multi-Clause Learning Help in Real-World Applications?	ILP	2011	DBLP DOI BibTeX RDF
32	Mathias Verbeke, Paolo Frasconi, Vincent Van Asch, Roser Morante, Walter Daelemans, Luc De Raedt	Kernel-Based Logical and Relational Learning with kLog for Hedge Cue Detection.	ILP	2011	DBLP DOI BibTeX RDF
32	Brahim Douar, Michel Liquiere, Cherif Chiraz Latiri, Yahya Slimani	Graph-Based Relational Learning with a Polynomial Time Projection Algorithm.	ILP	2011	DBLP DOI BibTeX RDF
32	Hassan Khosravi, Oliver Schulte, Jianfeng Hu, Tianxiang Gao	Learning Compact Markov Logic Networks with Decision Trees.	ILP	2011	DBLP DOI BibTeX RDF
32	Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho	Conceptual Clustering of Multi-Relational Data.	ILP	2011	DBLP DOI BibTeX RDF
32	Hector Geffner	Inference and Learning in Planning.	ILP	2011	DBLP DOI BibTeX RDF
32	Parisa Kordjamshidi, Paolo Frasconi, Martijn van Otterlo, Marie-Francine Moens, Luc De Raedt	Relational Learning for Spatial Relation Extraction from Natural Language.	ILP	2011	DBLP DOI BibTeX RDF
32	Cristiano Grijó Pitangui, Gerson Zaverucha	Learning Theories Using Estimation Distribution Algorithms and (Reduced) Bottom Clauses.	ILP	2011	DBLP DOI BibTeX RDF
32	Toby Walsh	Exploiting Constraints.	ILP	2011	DBLP DOI BibTeX RDF
32	Matthias Nickles	Integrating Relational Reinforcement Learning with Reasoning about Actions and Change.	ILP	2011	DBLP DOI BibTeX RDF
32	Krishna Sandeep Reddy Dubba, Mehul Bhatt, Frank Dylla, David C. Hogg, Anthony G. Cohn 0001	Interleaved Inductive-Abductive Reasoning for Learning Complex Event Models.	ILP	2011	DBLP DOI BibTeX RDF