Search results for "ILP"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
32	Francesca A. Lisi, Floriana Esposito	On the Missing Link Between Frequent Pattern Discovery and Concept Formation.	ILP	2006	DBLP DOI BibTeX RDF
32	John McCarthy 0001	Challenges to Machine Learning: Relations Between Reality and Appearance.	ILP	2006	DBLP DOI BibTeX RDF
32	Guillaume Cleuziou, Lionel Martin, Christel Vrain	Structuring Natural Language Data by Learning Rewriting Rules.	ILP	2006	DBLP DOI BibTeX RDF
32	Tamás Horváth 0001, Björn Bringmann, Luc De Raedt	Frequent Hypergraph Mining.	ILP	2006	DBLP DOI BibTeX RDF
32	Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen	Revising Probabilistic Prolog Programs.	ILP	2006	DBLP DOI BibTeX RDF
32	Érick Alphonse, Aomar Osmani	On the Connection Between the Phase Transition of the Covering Test and the Learning Success Rate.	ILP	2006	DBLP DOI BibTeX RDF
32	Koichiro Doi, Tetsuya Yamashita, Akihiro Yamamoto	An Efficient Algorithm for Computing Kernel Function Defined with Anti-unification.	ILP	2006	DBLP DOI BibTeX RDF
32	Ulrich Rückert 0002, Stefan Kramer 0001	Margin-Based First-Order Rule Learning.	ILP	2006	DBLP DOI BibTeX RDF
32	Jan Ramon, Tom Croonenborghs, Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe	Generalized Ordering-Search for Learning Directed Probabilistic Logical Models.	ILP	2006	DBLP DOI BibTeX RDF
32	John W. Lloyd, Kee Siong Ng	Learning Modal Theories.	ILP	2006	DBLP DOI BibTeX RDF
32	Hendrik Blockeel, Wannes Meert	Towards Learning Non-recursive LPADs by Transforming Them into Bayesian Networks.	ILP	2006	DBLP DOI BibTeX RDF
32	Stefan Kramer 0001, Bernhard Pfahringer (eds.)	Inductive Logic Programming, 15th International Conference, ILP 2005, Bonn, Germany, August 10-13, 2005, Proceedings	ILP	2005	DBLP DOI BibTeX RDF
32	Aline Paes, Kate Revoredo, Gerson Zaverucha, Vítor Santos Costa	Probabilistic First-Order Theory Revision from Examples.	ILP	2005	DBLP DOI BibTeX RDF
32	Kee Siong Ng, John W. Lloyd	Predicate Selection for Structural Decision Trees.	ILP	2005	DBLP DOI BibTeX RDF
32	Frédéric Koriche	Online Closure-Based Learning of Relational Theories.	ILP	2005	DBLP DOI BibTeX RDF
32	Ryoji Takami, Yusuke Suzuki, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura	Polynomial Time Inductive Inference of TTSP Graph Languages from Positive Data.	ILP	2005	DBLP DOI BibTeX RDF
32	Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza	Spatial Clustering of Structured Objects.	ILP	2005	DBLP DOI BibTeX RDF
32	Yi-Dong Shen, Qiang Yang 0001	Deriving a Stationary Dynamic Bayesian Network from a Logic Program with Recursive Loops.	ILP	2005	DBLP DOI BibTeX RDF	Probabilistic logic programming (PLP), the well-founded semantics, stationary dynamic Bayesian networks, SLG-resolution
32	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	Distance Based Generalisation.	ILP	2005	DBLP DOI BibTeX RDF	Distance-based methods, generalisation operators, lgg, metric space
32	Hiroki Arimura, Takeaki Uno	An Output-Polynomial Time Algorithm for Mining Frequent Closed Attribute Trees.	ILP	2005	DBLP DOI BibTeX RDF	frequent closed pattern mining, attribute tree, the least general generalization, description logic, semi-structured data, closure operation, tree mining, output-sensitive algorithm
32	Sergei O. Kuznetsov, Mikhail V. Samokhin	Learning Closed Sets of Labeled Graphs for Chemical Applications.	ILP	2005	DBLP DOI BibTeX RDF
32	Filip Zelezný	Efficient Sampling in Relational Feature Spaces.	ILP	2005	DBLP DOI BibTeX RDF
32	Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe, Jan Ramon	Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models.	ILP	2005	DBLP DOI BibTeX RDF
32	Stefano Ferilli, Teresa Maria Altomare Basile, Nicola Di Mauro, Floriana Esposito	Automatic Induction of Abduction and Abstraction Theories from Observations.	ILP	2005	DBLP DOI BibTeX RDF
32	Lise Getoor	Tutorial on Statistical Relational Learning.	ILP	2005	DBLP DOI BibTeX RDF
32	Werner Uwents, Hendrik Blockeel	Classifying Relational Data with Neural Networks.	ILP	2005	DBLP DOI BibTeX RDF
32	Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachiyo Arai	Guiding Inference Through Relational Reinforcement Learning.	ILP	2005	DBLP DOI BibTeX RDF
32	Gerhard Widmer	Why Computers Need to Learn About Music.	ILP	2005	DBLP DOI BibTeX RDF
32	Kee Siong Ng	Generalization Behaviour of Alkemic Decision Trees.	ILP	2005	DBLP DOI BibTeX RDF
32	Dongkyu Choi, Pat Langley	Learning Teleoreactive Logic Programs from Problem Solving.	ILP	2005	DBLP DOI BibTeX RDF
32	Chiaki Sakama, Katsumi Inoue	Inductive Equivalence of Logic Programs.	ILP	2005	DBLP DOI BibTeX RDF
32	Rui Camacho, Ross D. King, Ashwin Srinivasan 0001 (eds.)	Inductive Logic Programming, 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings	ILP	2004	DBLP DOI BibTeX RDF
32	Kouichi Hirata, Takeshi Ogawa, Masateru Harao	Generalization Algorithms for Second-Order Terms.	ILP	2004	DBLP DOI BibTeX RDF
32	Stefano Ferilli, Floriana Esposito, Teresa Maria Altomare Basile, Nicola Di Mauro	Automatic Induction of First-Order Logic Descriptors Type Domains from Observations.	ILP	2004	DBLP DOI BibTeX RDF
32	Fabrizio Riguzzi	Learning Logic Programs with Annotated Disjunctions.	ILP	2004	DBLP DOI BibTeX RDF
32	Pedro M. Domingos	Learning, Logic, and Probability: A Unified View.	ILP	2004	DBLP DOI BibTeX RDF
32	Katsumi Inoue, Haruka Saito	Circumscription Policies for Induction.	ILP	2004	DBLP DOI BibTeX RDF
32	Celine Vens, Anneleen Van Assche, Hendrik Blockeel, Saso Dzeroski	First Order Random Forests with Complex Aggregates.	ILP	2004	DBLP DOI BibTeX RDF	Aggregation, Random forests, Decision Tree Learning
32	Kristian Kersting, Luc De Raedt	Logical Markov Decision Programs and the Convergence of Logical TD(lambda).	ILP	2004	DBLP DOI BibTeX RDF
32	Margherita Berardi, Antonio Varlaro, Donato Malerba	On the Effect of Caching in Recursive Theory Learning.	ILP	2004	DBLP DOI BibTeX RDF
32	Wray L. Buntine	Automated Synthesis of Data Analysis Programs: Learning in Logic.	ILP	2004	DBLP DOI BibTeX RDF
32	Tamás Horváth 0001 (eds.)	Inductive Logic Programming: 13th International Conference, ILP 2003, Szeged, Hungary, September 29-October 1, 2003, Proceedings	ILP	2003	DBLP DOI BibTeX RDF
32	Stan Matwin, Claude Sammut (eds.)	Inductive Logic Programming, 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers	ILP	2003	DBLP DOI BibTeX RDF
32	Francesca A. Lisi, Donato Malerba	Ideal Refinement of Descriptions in AL-Log.	ILP	2003	DBLP DOI BibTeX RDF
32	Thomas Gärtner 0001, Kurt Driessens, Jan Ramon	Graph Kernels and Gaussian Processes for Relational Reinforcement Learning.	ILP	2003	DBLP DOI BibTeX RDF
32	Annalisa Appice, Michelangelo Ceci, Donato Malerba	Mining Model Trees: A Multi-relational Approach.	ILP	2003	DBLP DOI BibTeX RDF
32	John W. Lloyd	Agents that Reason and Learn.	ILP	2003	DBLP DOI BibTeX RDF
32	Marta Arias, Roni Khardon	Complexity Parameters for First-Order Classes.	ILP	2003	DBLP DOI BibTeX RDF
32	Guillaume Cleuziou, Lionel Martin, Christel Vrain	Disjunctive Learning with a Soft-Clustering Method.	ILP	2003	DBLP DOI BibTeX RDF
32	Yusuke Suzuki, Takayoshi Shoudai, Satoshi Matsumoto, Tomoyuki Uchida	Efficient Learning of Unlabeled Term Trees with Contractible Variables from Positive Data.	ILP	2003	DBLP DOI BibTeX RDF
32	Ramón P. Otero	Induction of the Effects of Actions by Monotonic Methods.	ILP	2003	DBLP DOI BibTeX RDF
32	Susanne Hoche, Stefan Wrobel	A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting.	ILP	2003	DBLP DOI BibTeX RDF
32	Kazunori Yamagata, Tomoyuki Uchida, Takayoshi Shoudai, Yasuaki Nakamura	An Effective Grammar-Based Compression Algorithm for Tree Structured Data.	ILP	2003	DBLP DOI BibTeX RDF
32	Tim Oates 0001, Shailesh Doshi, Fang Huang	Estimating Maximum Likelihood Parameters for Stochastic Context-Free Graph Grammars.	ILP	2003	DBLP DOI BibTeX RDF
32	Fernanda Araújo Baião, Marta Mattoso, Jude W. Shavlik, Gerson Zaverucha	Applying Theory Revision to the Design of Distributed Databases.	ILP	2003	DBLP DOI BibTeX RDF
32	Nicola Di Mauro, Teresa Maria Altomare Basile, Stefano Ferilli, Floriana Esposito, Nicola Fanizzi	An Exhaustive Matching Procedure for the Improvement of Learning Efficiency.	ILP	2003	DBLP DOI BibTeX RDF
32	Stephen H. Muggleton, Alireza Tamaddoni-Nezhad, Hiroaki Watanabe	Induction of Enzyme Classes from Biological Databases.	ILP	2003	DBLP DOI BibTeX RDF
32	Anna Atramentov, Hector Leiva, Vasant G. Honavar	A Multi-relational Decision Tree Learning Algorithm - Implementation and Experiments.	ILP	2003	DBLP DOI BibTeX RDF
32	Dimitrios Mavroeidis, Peter A. Flach	Improved Distances for Structured Data.	ILP	2003	DBLP DOI BibTeX RDF
32	Kouichi Hirata	On Condensation of a Clause.	ILP	2003	DBLP DOI BibTeX RDF
32	Nicolas Lachiche, Peter A. Flach	1BC2: A True First-Order Bayesian Classifier.	ILP	2002	DBLP DOI BibTeX RDF
32	Cyrille Masson, François Jacquenet	Mining Frequent Logical Sequences with SPIRIT-LoG.	ILP	2002	DBLP DOI BibTeX RDF	Data Mining, First Order Logic, Sequence Mining
32	Thomas Gärtner 0001, John W. Lloyd, Peter A. Flach	Kernels for Structured Data.	ILP	2002	DBLP DOI BibTeX RDF
32	Kate Revoredo, Gerson Zaverucha	Revision of First-Order Bayesian Classifiers.	ILP	2002	DBLP DOI BibTeX RDF
32	Yusuke Suzuki, Kohtaro Inomae, Takayoshi Shoudai, Tetsuhiro Miyahara, Tomoyuki Uchida	A Polynomial Time Matching Algorithm of Structured Ordered Tree Patterns for Data Mining from Semistructured Data.	ILP	2002	DBLP DOI BibTeX RDF
32	Alain Ratle, Michèle Sebag	A Novel Approach to Machine Discovery: Genetic Programming and Stochastic Grammars.	ILP	2002	DBLP DOI BibTeX RDF
32	Mary Elaine Califf	Efficient and Effective Induction of First Order Decision Lists.	ILP	2002	DBLP DOI BibTeX RDF
32	James Westendorp	Noise-Resistant Incremental Relational Learning Using Possible Worlds.	ILP	2002	DBLP DOI BibTeX RDF
32	David D. Jensen, Jennifer Neville	Autocorrelation and Linkage Cause Bias in Evaluation of Relational Learners.	ILP	2002	DBLP DOI BibTeX RDF
32	Saso Dzeroski	Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery.	ILP	2002	DBLP DOI BibTeX RDF
32	Céline Rouveirol, Michèle Sebag (eds.)	Inductive Logic Programming, 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001, Proceedings	ILP	2001	DBLP DOI BibTeX RDF
32	Rodrigo Basilio, Gerson Zaverucha, Valmir Carneiro Barbosa	Learning Logic Programs with Neural Networks.	ILP	2001	DBLP BibTeX RDF
32	Agnès Braud, Christel Vrain	A Genetic Algorithm for Propositionalization.	ILP	2001	DBLP DOI BibTeX RDF
32	Akihiro Yamamoto, Kimihito Ito, Akira Ishino, Hiroki Arimura	Modelling Semi-structured Documents with Hedges for Deduction and Induction.	ILP	2001	DBLP DOI BibTeX RDF
32	Filip Zelezný	Learning Functions from Imperfect Positive Data.	ILP	2001	DBLP DOI BibTeX RDF
32	Kristian Kersting, Luc De Raedt	Adaptive Bayesian Logic Programs.	ILP	2001	DBLP DOI BibTeX RDF
32	Ramón P. Otero	Induction of Stable Models.	ILP	2001	DBLP DOI BibTeX RDF
32	Martin Eineborg, Henrik Boström	Classifying Uncovered Examples by Rule Stretching.	ILP	2001	DBLP DOI BibTeX RDF
32	Jérôme Maloberti, Michèle Sebag	Theta-Subsumption in a Constraint Satisfaction Perspective.	ILP	2001	DBLP BibTeX RDF
32	Katsumi Inoue	Induction, Abduction, and Consequence-Finding.	ILP	2001	DBLP DOI BibTeX RDF
32	James Cussens, Alan M. Frisch (eds.)	Inductive Logic Programming, 10th International Conference, ILP 2000, London, UK, July 24-27, 2000, Proceedings	ILP	2000	DBLP DOI BibTeX RDF
32	Céline Rouveirol, Véronique Ventos	Towards Learning in CARIN-ALN.	ILP	2000	DBLP DOI BibTeX RDF
32	Akihiro Yamamoto	New Conditions for the Existence of Least Generalizations under Relative Subsumption.	ILP	2000	DBLP DOI BibTeX RDF
32	Marta Arias, Roni Khardon	A New Algorithm for Learning Range Restricted Horn Expressions.	ILP	2000	DBLP DOI BibTeX RDF
32	Luc De Raedt	A Logical Database Mining Query Language.	ILP	2000	DBLP DOI BibTeX RDF	database mining query language, versionspaces, inductive logic programming, relational learning, APRIORI, inductive database
32	Mathias Kirsten, Stefan Wrobel	Extending K-Means Clustering to First-Order Representations.	ILP	2000	DBLP DOI BibTeX RDF
32	Saso Dzeroski, Peter A. Flach (eds.)	Inductive Logic Programming, 9th International Workshop, ILP-99, Bled, Slovenia, June 24-27, 1999, Proceedings	ILP	1999	DBLP DOI BibTeX RDF
32	Eric Martin 0002, Arun Sharma 0001	On Sufficient Conditions for Learnability of Logic Programs from Positive Data.	ILP	1999	DBLP DOI BibTeX RDF
32	Alan M. Frisch	Sorted Downward Refinement: Building Background Knowledge into a Refinement Operator for Inductive Programming.	ILP	1999	DBLP DOI BibTeX RDF
32	Nada Lavrac, Peter A. Flach, Blaz Zupan	Rule Evaluation Measures: A Unifying View.	ILP	1999	DBLP DOI BibTeX RDF
32	José Hernández-Orallo, M. José Ramírez-Quintana	A Strong Complete Schmema for Inductive Functional Logic Programming.	ILP	1999	DBLP DOI BibTeX RDF	Function Invention, Induction of Auxiliary Functions, Inverse Narrowing, Inductive Logic Programming, Narrowing, Functional Logic Programming
32	Henrik Boström, Lars Asker	Combining Divide-and-Conquer and Separate-and-Conquer for Efficient and Effective Rule Induction.	ILP	1999	DBLP DOI BibTeX RDF
32	J. Ross Quinlan	Some Elements of Machine Learning (Extended Abstract).	ILP	1999	DBLP DOI BibTeX RDF
32	Daphne Koller	Probabilistic Relational Models.	ILP	1999	DBLP DOI BibTeX RDF
32	Nikolaj Lindberg, Martin Eineborg	Improving Part of Speech Disambiguation Rules by Adding Linguistic Knowledge.	ILP	1999	DBLP DOI BibTeX RDF
32	Peter A. Flach, Nicolas Lachiche	IBC: A First-Order Bayesian Classifier.	ILP	1999	DBLP DOI BibTeX RDF
32	James Cussens, Saso Dzeroski, Tomaz Erjavec	Morphosyntactic Tagging of Slovene Using Progol.	ILP	1999	DBLP DOI BibTeX RDF
32	Herman Midelfart	A Bounded Search Space of Clausal Theories.	ILP	1999	DBLP DOI BibTeX RDF
32	Chiaki Sakama	Some Properties of Invers Resolution in Normal Logic Programs.	ILP	1999	DBLP DOI BibTeX RDF
32	Tetsuhiro Miyahara, Takayoshi Shoudai, Tomoyuki Uchida, Tetsuji Kuboyama, Kenichi Takahashi, Hiroaki Ueda	Discovering New Knowledge from Graph Data Using Inductive Logic Programming.	ILP	1999	DBLP DOI BibTeX RDF