Search results for "ILP"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Francesco Orsini, Paolo Frasconi, Luc De Raedt	kProbLog: An Algebraic Prolog for Kernel Programming.	ILP	2015	DBLP DOI BibTeX RDF
1	Clément Charnay, Nicolas Lachiche, Agnès Braud	CARAF: Complex Aggregates within Random Forests.	ILP	2015	DBLP DOI BibTeX RDF
1	Szymon Klarman, Katarina Britz	Ontology Learning from Interpretations in Lightweight Description Logics.	ILP	2015	DBLP DOI BibTeX RDF
1	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
1	Ondrej Kuzelka, Jesse Davis, Steven Schockaert	Constructing Markov Logic Networks from First-Order Default Rules.	ILP	2015	DBLP DOI BibTeX RDF
1	Giuseppe Cota, Riccardo Zese, Elena Bellodi, Fabrizio Riguzzi, Evelina Lamma	Distributed Parameter Learning for Probabilistic Ontologies.	ILP	2015	DBLP DOI BibTeX RDF
1	Samuel R. Neaves, Louise A. C. Millard, Sophia Tsoka	Using ILP to Identify Pathway Activation Patterns in Systems Biology.	ILP	2015	DBLP DOI BibTeX RDF
1	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
1	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
1	Arti Shivram, Tushar Khot, Sriraam Natarajan, Venu Govindaraju	Statistical Relational Learning for Handwriting Recognition.	ILP	2014	DBLP DOI BibTeX RDF
1	Ryosuke Kojima, Taisuke Sato	Goal and Plan Recognition via Parse Trees Using Prefix and Infix Probability Computation.	ILP	2014	DBLP DOI BibTeX RDF
1	Stefano Bragaglia, Oliver Ray	Nonmonotonic Learning in Large Biological Networks.	ILP	2014	DBLP DOI BibTeX RDF
1	Dries Van Daele, Angelika Kimmig, Luc De Raedt	PageRank, ProPPR, and Stochastic Logic Programs.	ILP	2014	DBLP DOI BibTeX RDF
1	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
1	Andrew Cropper, Stephen H. Muggleton	Logical Minimisation of Meta-Rules Within Meta-Interpretive Learning.	ILP	2014	DBLP DOI BibTeX RDF
1	Chowdhury Farhan Ahmed, Clément Charnay, Nicolas Lachiche, Agnès Braud	Reframing on Relational Data.	ILP	2014	DBLP DOI BibTeX RDF
1	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
1	Tony Ribeiro, Katsumi Inoue	Learning Prime Implicant Conditions from Interpretation Transition.	ILP	2014	DBLP DOI BibTeX RDF
1	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
1	Duangtida Athakravi, Dalal Alrajeh, Krysia Broda, Alessandra Russo, Ken Satoh	Inductive Learning Using Constraint-Driven Bias.	ILP	2014	DBLP DOI BibTeX RDF
1	Clément Charnay, Nicolas Lachiche, Agnès Braud	Construction of Complex Aggregates with Random Restart Hill-Climbing.	ILP	2014	DBLP DOI BibTeX RDF
1	Pascal Welke, Tamás Horváth 0001, Stefan Wrobel	On the Complexity of Frequent Subtree Mining in Very Simple Structures.	ILP	2014	DBLP DOI BibTeX RDF
1	Celine Vens, Sofie Van Gassen, Tom Dhaene, Yvan Saeys	Complex Aggregates over Clusters of Elements.	ILP	2014	DBLP DOI BibTeX RDF
1	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
1	Rui Camacho, Ruy Ramos, Nuno A. Fonseca	AND Parallelism for ILP: The APIS System.	ILP	2013	DBLP DOI BibTeX RDF
1	Samuel Sarjant, Bernhard Pfahringer, Kurt Driessens, Tony Smith	A Direct Policy-Search Algorithm for Relational Reinforcement Learning.	ILP	2013	DBLP DOI BibTeX RDF
1	Chen Zeng, Eric Lantz, Jeffrey F. Naughton, David Page	On Differentially Private Inductive Logic Programming.	ILP	2013	DBLP DOI BibTeX RDF
1	Tony Ribeiro, Katsumi Inoue, Chiaki Sakama	A BDD-Based Algorithm for Learning from Interpretation Transition.	ILP	2013	DBLP DOI BibTeX RDF
1	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
1	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
1	Duangtida Athakravi, Domenico Corapi, Krysia Broda, Alessandra Russo	Learning Through Hypothesis Refinement Using Answer Set Programming.	ILP	2013	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Umberto Straccia	A FOIL-Like Method for Learning under Incompleteness and Vagueness.	ILP	2013	DBLP DOI BibTeX RDF
1	Nima Taghipour, Jesse Davis, Hendrik Blockeel	Generalized Counting for Lifted Variable Elimination.	ILP	2013	DBLP DOI BibTeX RDF
1	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
1	Tanveer A. Faruquie, Ashwin Srinivasan 0001, Ross D. King	Topic Models with Relational Features for Drug Design.	ILP	2012	DBLP DOI BibTeX RDF
1	Dhafer Lahbib, Marc Boullé, Dominique Laurent 0001	Itemset-Based Variable Construction in Multi-relational Supervised Learning.	ILP	2012	DBLP DOI BibTeX RDF
1	Takahiro Hino, Yusuke Suzuki, Tomoyuki Uchida, Yuko Itokawa	Polynomial Time Pattern Matching Algorithm for Ordered Graph Patterns.	ILP	2012	DBLP DOI BibTeX RDF
1	Naveen Nair, Ajay Nagesh, Ganesh Ramakrishnan	Probing the Space of Optimal Markov Logic Networks for Sequence Labeling.	ILP	2012	DBLP DOI BibTeX RDF
1	Yuta Yoshimura, Takayoshi Shoudai	Learning Unordered Tree Contraction Patterns in Polynomial Time.	ILP	2012	DBLP DOI BibTeX RDF
1	Bogdan Moldovan, Laura Antanas, McElory Hoffmann	Opening Doors: An Initial SRL Approach.	ILP	2012	DBLP DOI BibTeX RDF
1	Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma	Heuristic Inverse Subsumption in Full-Clausal Theories.	ILP	2012	DBLP DOI BibTeX RDF
1	Soufiane El Jelali, Agnès Braud, Nicolas Lachiche	Propositionalisation of Continuous Attributes beyond Simple Aggregation.	ILP	2012	DBLP DOI BibTeX RDF
1	Daan Fierens, Kristian Kersting, Jesse Davis, Jian Chen, Martin Mladenov	Pairwise Markov Logic.	ILP	2012	DBLP DOI BibTeX RDF
1	Hassan Khosravi	Fast Parameter Learning for Markov Logic Networks Using Bayes Nets.	ILP	2012	DBLP DOI BibTeX RDF
1	Chiaki Sakama	Learning Dishonesty.	ILP	2012	DBLP DOI BibTeX RDF
1	Ondrej Kuzelka, Andrea Szabóová, Filip Zelezný	Bounded Least General Generalization.	ILP	2012	DBLP DOI BibTeX RDF
1	Tiago Gomes, Vítor Santos Costa	Evaluating Inference Algorithms for the Prolog Factor Language.	ILP	2012	DBLP DOI BibTeX RDF
1	Amrita Saha, Ashwin Srinivasan 0001, Ganesh Ramakrishnan	What Kinds of Relational Features Are Useful for Statistical Learning?	ILP	2012	DBLP DOI BibTeX RDF
1	Fumio Mizoguchi, Hayato Ohwada, Hiroyuki Nishiyama, Hirotoshi Iwasaki	Identifying Driver's Cognitive Load Using Inductive Logic Programming.	ILP	2012	DBLP DOI BibTeX RDF
1	Francesca Alessandra Lisi	A Declarative Modeling Language for Concept Learning in Description Logics.	ILP	2012	DBLP DOI BibTeX RDF
1	Angelos Charalambidis, Stasinos Konstantopoulos	A Refinement Operator for Inducing Threaded-Variable Clauses.	ILP	2012	DBLP DOI BibTeX RDF
1	Solly Brown, Claude Sammut	A Relational Approach to Tool-Use Learning in Robots.	ILP	2012	DBLP DOI BibTeX RDF
1	Christophe Rodrigues, Pierre Gérard, Céline Rouveirol, Henry Soldano	Active Learning of Relational Action Models.	ILP	2011	DBLP DOI BibTeX RDF
1	Katsumi Inoue	DNF Hypotheses in Explanatory Induction.	ILP	2011	DBLP DOI BibTeX RDF
1	Yoshitaka Yamamoto, Katsumi Inoue, Koji Iwanuma	Comparison of Upward and Downward Generalizations in CF-Induction.	ILP	2011	DBLP DOI BibTeX RDF
1	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
1	James Cussens	Online Bayesian Inference for the Parameters of PRISM Programs.	ILP	2011	DBLP DOI BibTeX RDF
1	Joris Renkens, Guy Van den Broeck, Siegfried Nijssen	k-Optimal: A Novel Approximate Inference Algorithm for ProbLog.	ILP	2011	DBLP DOI BibTeX RDF
1	Joris J. M. Gillis, Jan Van den Bussche	Expressive Power of Safe First-Order Logical Decision Trees.	ILP	2011	DBLP DOI BibTeX RDF
1	Radomír Cernoch, Filip Zelezný	Subgroup Discovery Using Bump Hunting on Multi-relational Histograms.	ILP	2011	DBLP DOI BibTeX RDF
1	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
1	Santiago Ontañón, Pedro Meseguer	Efficient Operations in Feature Terms Using Constraint Programming.	ILP	2011	DBLP DOI BibTeX RDF
1	Oliver Schulte, Hassan Khosravi, Tong Man	Learning Directed Relational Models with Recursive Dependencies.	ILP	2011	DBLP DOI BibTeX RDF
1	Carlos Abreu Ferreira, João Gama 0001, Vítor Santos Costa	Predictive Sequence Miner in ILP Learning.	ILP	2011	DBLP DOI BibTeX RDF
1	Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato	Variational Bayes Inference for Logic-Based Probabilistic Models on BDDs.	ILP	2011	DBLP DOI BibTeX RDF
1	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
1	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
1	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
1	Hassan Khosravi, Oliver Schulte, Jianfeng Hu, Tianxiang Gao	Learning Compact Markov Logic Networks with Decision Trees.	ILP	2011	DBLP DOI BibTeX RDF
1	Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho	Conceptual Clustering of Multi-Relational Data.	ILP	2011	DBLP DOI BibTeX RDF
1	Hector Geffner	Inference and Learning in Planning.	ILP	2011	DBLP DOI BibTeX RDF
1	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
1	Cristiano Grijó Pitangui, Gerson Zaverucha	Learning Theories Using Estimation Distribution Algorithms and (Reduced) Bottom Clauses.	ILP	2011	DBLP DOI BibTeX RDF
1	Toby Walsh	Exploiting Constraints.	ILP	2011	DBLP DOI BibTeX RDF
1	Matthias Nickles	Integrating Relational Reinforcement Learning with Reasoning about Actions and Change.	ILP	2011	DBLP DOI BibTeX RDF
1	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
1	Hiroaki Watanabe, Stephen H. Muggleton	Projection-Based PILP: Computational Learning Theory with Empirical Results.	ILP	2011	DBLP DOI BibTeX RDF
1	Elena Bellodi, Fabrizio Riguzzi	Learning the Structure of Probabilistic Logic Programs.	ILP	2011	DBLP DOI BibTeX RDF
1	Domenico Corapi, Alessandra Russo, Emil Lupu	Inductive Logic Programming in Answer Set Programming.	ILP	2011	DBLP DOI BibTeX RDF
1	Ashwin Srinivasan 0001, Michael Bain 0001	Knowledge-Guided Identification of Petri Net Models of Large Biological Systems.	ILP	2011	DBLP DOI BibTeX RDF
1	Frédéric Koriche	Relational Networks of Conditional Preferences - (Extended Abstract).	ILP	2011	DBLP DOI BibTeX RDF
1	Richard S. Sutton	Beyond Reward: The Problem of Knowledge and Data.	ILP	2011	DBLP DOI BibTeX RDF
1	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
1	Stephen H. Muggleton, Dianhuan Lin, Alireza Tamaddoni-Nezhad	MC-TopLog: Complete Multi-clause Learning Guided by a Top Theory.	ILP	2011	DBLP DOI BibTeX RDF
1	Dalal Alrajeh, Alessandra Russo, Sebastián Uchitel, Jeff Kramer	Integrating Model Checking and Inductive Logic Programming.	ILP	2011	DBLP DOI BibTeX RDF
1	Laura Antanas, Martijn van Otterlo, José Oramas M., Tinne Tuytelaars, Luc De Raedt	Not Far Away from Home: A Relational Distance-Based Approach to Understanding Images of Houses.	ILP	2010	DBLP DOI BibTeX RDF
1	Alireza Tamaddoni-Nezhad, Stephen H. Muggleton	Stochastic Refinement.	ILP	2010	DBLP DOI BibTeX RDF
1	Naveen Nair, Anandraj Govindan, Chander Jayaraman, T. V. S. Kiran, Ganesh Ramakrishnan	Pruning Search Space for Weighted First Order Horn Clause Satisfiability.	ILP	2010	DBLP DOI BibTeX RDF
1	Beatriz García Jiménez, Agapito Ledezma, Araceli Sanchis	MMRF for Proteome Annotation Applied to Human Protein Disease Prediction.	ILP	2010	DBLP DOI BibTeX RDF
1	Jose Santos 0001, Stephen H. Muggleton	When Does It Pay Off to Use Sophisticated Entailment Engines in ILP?	ILP	2010	DBLP DOI BibTeX RDF
1	Niels Pahlavi, Stephen H. Muggleton	Can HOLL Outperform FOLL?	ILP	2010	DBLP DOI BibTeX RDF
1	Trevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik	Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge.	ILP	2010	DBLP DOI BibTeX RDF
1	Avi Pfeffer	Practical Probabilistic Programming.	ILP	2010	DBLP DOI BibTeX RDF
1	David Poole 0001	Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale.	ILP	2010	DBLP DOI BibTeX RDF
1	Yusuke Nakano, Nobuhiro Inuzuka	Multi-relational Pattern Mining Based-on Combination of Properties with Preserving Their Structure in Examples.	ILP	2010	DBLP DOI BibTeX RDF
1	Katsumi Inoue, Andrei Doncescu, Hidetomo Nabeshima	Hypothesizing about Causal Networks with Positive and Negative Effects by Meta-level Abduction.	ILP	2010	DBLP DOI BibTeX RDF
1	Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho	Interactive Discriminative Mining of Chemical Fragments.	ILP	2010	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton, Jianzhong Chen, Hiroaki Watanabe, Stuart J. Dunbar, Charles Baxter, Richard A. Currie, José Domingo Salazar, Jan Taubert, Michael J. E. Sternberg	Variation of Background Knowledge in an Industrial Application of ILP.	ILP	2010	DBLP DOI BibTeX RDF
1	Érick Alphonse, Tobias Girschick, Fabian Buchwald, Stefan Kramer 0001	A Numerical Refinement Operator Based on Multi-Instance Learning.	ILP	2010	DBLP DOI BibTeX RDF
1	Yi Huang 0002, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel	Multivariate Prediction for Learning on the Semantic Web.	ILP	2010	DBLP DOI BibTeX RDF

Publications at "ILP"( http://dblp.L3S.de/Venues/ILP )