Search results for "ILP"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Monika Záková, Filip Zelezný, Javier A. García-Sedano, Cyril Masia Tissot, Nada Lavrac, Petr Kremen, Javier Molina	Relational Data Mining Applied to Virtual Engineering of Product Designs.	ILP	2006	DBLP DOI BibTeX RDF
1	Sebastian Fröhler, Stefan Kramer 0001	Inductive Logic Programming for Gene Regulation Prediction.	ILP	2006	DBLP DOI BibTeX RDF
1	Brian Milch, Stuart Russell 0001	First-Order Probabilistic Languages: Into the Unknown.	ILP	2006	DBLP DOI BibTeX RDF
1	Jun-ichi Motoyama, Shinpei Urazawa, Tomofumi Nakano, Nobuhiro Inuzuka	A Mining Algorithm Using Property Items Extracted from Sampled Examples.	ILP	2006	DBLP DOI BibTeX RDF
1	Érick Alphonse, Céline Rouveirol	Extension of the Top-Down Data-Driven Strategy to ILP.	ILP	2006	DBLP DOI BibTeX RDF
1	Tomás Horváth, Peter Vojtás	Induction of Fuzzy and Annotated Logic Programs.	ILP	2006	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton, Alireza Tamaddoni-Nezhad	QG/GA: A Stochastic Search for Progol.	ILP	2006	DBLP DOI BibTeX RDF
1	Bart Selman	Integration of Learning and Reasoning Techniques.	ILP	2006	DBLP DOI BibTeX RDF
1	Ehud Shapiro	Injecting Life with Computers.	ILP	2006	DBLP DOI BibTeX RDF
1	Rocío García-Durán, Fernando Fernández 0001, Daniel Borrajo	Combining Macro-operators with Control Knowledge.	ILP	2006	DBLP DOI BibTeX RDF
1	Vicent Estruch, César Ferri, José Hernández-Orallo, M. José Ramírez-Quintana	Minimal Distance-Based Generalisation Operators for First-Order Objects.	ILP	2006	DBLP DOI BibTeX RDF
1	Fabrizio Riguzzi	ALLPAD: Approximate Learning of Logic Programs with Annotated Disjunctions.	ILP	2006	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Floriana Esposito	On the Missing Link Between Frequent Pattern Discovery and Concept Formation.	ILP	2006	DBLP DOI BibTeX RDF
1	Dalal Alrajeh, Oliver Ray, Alessandra Russo, Sebastián Uchitel	Extracting Requirements from Scenarios with ILP.	ILP	2006	DBLP DOI BibTeX RDF
1	John McCarthy 0001	Challenges to Machine Learning: Relations Between Reality and Appearance.	ILP	2006	DBLP DOI BibTeX RDF
1	Ning Jiang, Simon Colton	Boosting Descriptive ILP for Predictive Learning in Bioinformatics.	ILP	2006	DBLP DOI BibTeX RDF
1	Guillaume Cleuziou, Lionel Martin, Christel Vrain	Structuring Natural Language Data by Learning Rewriting Rules.	ILP	2006	DBLP DOI BibTeX RDF
1	Tamás Horváth 0001, Björn Bringmann, Luc De Raedt	Frequent Hypergraph Mining.	ILP	2006	DBLP DOI BibTeX RDF
1	Kerstin Eder, Peter A. Flach, Hsiou-Wen Hsueh	Towards Automating Simulation-Based Design Verification Using ILP.	ILP	2006	DBLP DOI BibTeX RDF
1	Jianzhong Chen, Lawrence A. Kelley, Stephen H. Muggleton, Michael J. E. Sternberg	Multi-class Prediction Using Stochastic Logic Programs.	ILP	2006	DBLP DOI BibTeX RDF
1	Barnaby Fisher, James Cussens	Inductive Mercury Programming.	ILP	2006	DBLP DOI BibTeX RDF
1	Margherita Berardi, Donato Malerba	Learning Recursive Patterns for Biomedical Information Extraction.	ILP	2006	DBLP DOI BibTeX RDF
1	Aline Paes, Filip Zelezný, Gerson Zaverucha, C. David Page Jr., Ashwin Srinivasan 0001	ILP Through Propositionalization and Stochastic k-Term DNF Learning.	ILP	2006	DBLP DOI BibTeX RDF
1	Luc De Raedt, Kristian Kersting, Angelika Kimmig, Kate Revoredo, Hannu Toivonen	Revising Probabilistic Prolog Programs.	ILP	2006	DBLP DOI BibTeX RDF
1	Daniel Fredouille, Christopher H. Bryant, Channa K. Jayawickreme, Steven Jupe, Simon Topp	An ILP Refinement Operator for Biological Grammar Learning.	ILP	2006	DBLP DOI BibTeX RDF
1	Lucia Specia, Ashwin Srinivasan 0001, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes	Word Sense Disambiguation Using Inductive Logic Programming.	ILP	2006	DBLP DOI BibTeX RDF
1	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
1	Koichiro Doi, Tetsuya Yamashita, Akihiro Yamamoto	An Efficient Algorithm for Computing Kernel Function Defined with Anti-unification.	ILP	2006	DBLP DOI BibTeX RDF
1	Ulrich Rückert 0002, Stefan Kramer 0001	Margin-Based First-Order Rule Learning.	ILP	2006	DBLP DOI BibTeX RDF
1	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
1	John W. Lloyd, Kee Siong Ng	Learning Modal Theories.	ILP	2006	DBLP DOI BibTeX RDF
1	Hendrik Blockeel, Wannes Meert	Towards Learning Non-recursive LPADs by Transforming Them into Bayesian Networks.	ILP	2006	DBLP DOI BibTeX RDF
1	Michel Ferreira, Nuno A. Fonseca, Ricardo Rocha 0001, Tiago Soares	Efficient and Scalable Induction of Logic Programs Using a Deductive Database System.	ILP	2006	DBLP DOI BibTeX RDF	Performance, Implementation, Deductive Databases
1	Andreas Karwath, Kristian Kersting	Relational Sequence Alignments and Logos.	ILP	2006	DBLP DOI BibTeX RDF
1	Ramón P. Otero	Induction of the Indirect Effects of Actions by Monotonic Methods.	ILP	2005	DBLP DOI BibTeX RDF
1	Aline Paes, Kate Revoredo, Gerson Zaverucha, Vítor Santos Costa	Probabilistic First-Order Theory Revision from Examples.	ILP	2005	DBLP DOI BibTeX RDF
1	Kee Siong Ng, John W. Lloyd	Predicate Selection for Structural Decision Trees.	ILP	2005	DBLP DOI BibTeX RDF
1	Frédéric Koriche	Online Closure-Based Learning of Relational Theories.	ILP	2005	DBLP DOI BibTeX RDF
1	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
1	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
1	Donato Malerba, Annalisa Appice, Antonio Varlaro, Antonietta Lanza	Spatial Clustering of Structured Objects.	ILP	2005	DBLP DOI BibTeX RDF
1	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
1	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
1	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
1	Sergei O. Kuznetsov, Mikhail V. Samokhin	Learning Closed Sets of Labeled Graphs for Chemical Applications.	ILP	2005	DBLP DOI BibTeX RDF
1	Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho	Strategies to Parallelize ILP Systems.	ILP	2005	DBLP DOI BibTeX RDF	Scaling-up, Parallelism
1	Filip Zelezný	Efficient Sampling in Relational Feature Spaces.	ILP	2005	DBLP DOI BibTeX RDF
1	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
1	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
1	Héctor Corrada Bravo, David Page, Raghu Ramakrishnan 0001, Jude W. Shavlik, Vítor Santos Costa	A Framework for Set-Oriented Computation in Inductive Logic Programming and Its Application in Generalizing Inverse Entailment.	ILP	2005	DBLP DOI BibTeX RDF
1	Lise Getoor	Tutorial on Statistical Relational Learning.	ILP	2005	DBLP DOI BibTeX RDF
1	John Cabral, Robert C. Kahlert, Cynthia Matuszek, Michael Witbrock, Brett Summers	Converting Semantic Meta-knowledge into Inductive Bias.	ILP	2005	DBLP DOI BibTeX RDF
1	Katsumi Inoue, Hideyuki Bando, Hidetomo Nabeshima	Inducing Causal Laws by Regular Inference.	ILP	2005	DBLP DOI BibTeX RDF
1	Werner Uwents, Hendrik Blockeel	Classifying Relational Data with Neural Networks.	ILP	2005	DBLP DOI BibTeX RDF
1	Nima Asgharbeygi, Negin Nejati, Pat Langley, Sachiyo Arai	Guiding Inference Through Relational Reinforcement Learning.	ILP	2005	DBLP DOI BibTeX RDF
1	Ashwin Srinivasan 0001	Five Problems in Five Areas for Five Years.	ILP	2005	DBLP DOI BibTeX RDF
1	Gerhard Widmer	Why Computers Need to Learn About Music.	ILP	2005	DBLP DOI BibTeX RDF
1	Kee Siong Ng	Generalization Behaviour of Alkemic Decision Trees.	ILP	2005	DBLP DOI BibTeX RDF
1	Ashwin Srinivasan 0001, Ravi Kothari	A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis Space.	ILP	2005	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton	Machine Learning for Systems Biology.	ILP	2005	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Floriana Esposito	ILP Meets Knowledge Engineering: A Case Study.	ILP	2005	DBLP DOI BibTeX RDF
1	Dongkyu Choi, Pat Langley	Learning Teleoreactive Logic Programs from Problem Solving.	ILP	2005	DBLP DOI BibTeX RDF
1	Chiaki Sakama, Katsumi Inoue	Inductive Equivalence of Logic Programs.	ILP	2005	DBLP DOI BibTeX RDF
1	Luc Dehaspe	From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery.	ILP	2004	DBLP DOI BibTeX RDF
1	Tolga Könik, John E. Laird	Learning Goal Hierarchies from Structured Observations and Expert Annotations.	ILP	2004	DBLP DOI BibTeX RDF
1	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
1	Kouichi Hirata, Takeshi Ogawa, Masateru Harao	Generalization Algorithms for Second-Order Terms.	ILP	2004	DBLP DOI BibTeX RDF
1	Jude W. Shavlik	Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text.	ILP	2004	DBLP DOI BibTeX RDF
1	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
1	Mark Goadrich, Louis Oliphant, Jude W. Shavlik	Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction.	ILP	2004	DBLP DOI BibTeX RDF
1	Marta Arias, Roni Khardon	Bottom-Up ILP Using Large Refinement Steps.	ILP	2004	DBLP DOI BibTeX RDF
1	Fabrizio Riguzzi	Learning Logic Programs with Annotated Disjunctions.	ILP	2004	DBLP DOI BibTeX RDF
1	Frank DiMaio, Jude W. Shavlik	Learning an Approximation to Inductive Logic Programming Clause Evaluation.	ILP	2004	DBLP DOI BibTeX RDF
1	Joseph Bockhorst, Irene M. Ong	FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets.	ILP	2004	DBLP DOI BibTeX RDF
1	Nuno A. Fonseca, Vítor Santos Costa, Fernando M. A. Silva, Rui Camacho	On Avoiding Redundancy in Inductive Logic Programming.	ILP	2004	DBLP DOI BibTeX RDF	Expert-Assistance, Redundancy
1	Pedro M. Domingos	Learning, Logic, and Probability: A Unified View.	ILP	2004	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Floriana Esposito	Efficient Evaluation of Candidate Hypotheses in AL-log.	ILP	2004	DBLP DOI BibTeX RDF
1	Katsumi Inoue, Haruka Saito	Circumscription Policies for Induction.	ILP	2004	DBLP DOI BibTeX RDF
1	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
1	Érick Alphonse	Macro-Operators Revisited in Inductive Logic Programming.	ILP	2004	DBLP DOI BibTeX RDF
1	Mathieu Serrurier, Henri Prade, Gilles Richard	A Simulated Annealing Framework for ILP.	ILP	2004	DBLP DOI BibTeX RDF
1	Kristian Kersting, Luc De Raedt	Logical Markov Decision Programs and the Convergence of Logical TD(lambda).	ILP	2004	DBLP DOI BibTeX RDF
1	Jérôme Maloberti, Einoshin Suzuki	An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques.	ILP	2004	DBLP DOI BibTeX RDF
1	Margherita Berardi, Antonio Varlaro, Donato Malerba	On the Effect of Caching in Recursive Theory Learning.	ILP	2004	DBLP DOI BibTeX RDF
1	Mark D. Reid	Improving Rule Evaluation Using Multitask Learning.	ILP	2004	DBLP DOI BibTeX RDF
1	Alireza Tamaddoni-Nezhad, Antonis C. Kakas, Stephen H. Muggleton, Florencio Pazos	Modelling Inhibition in Metabolic Pathways Through Abduction and Induction.	ILP	2004	DBLP DOI BibTeX RDF
1	Filip Zelezný, Ashwin Srinivasan 0001, David Page	A Monte Carlo Study of Randomised Restarted Search in ILP.	ILP	2004	DBLP DOI BibTeX RDF
1	Wray L. Buntine	Automated Synthesis of Data Analysis Programs: Learning in Logic.	ILP	2004	DBLP DOI BibTeX RDF
1	James Cussens	At the Interface of Inductive Logic Programming and Statistics.	ILP	2004	DBLP DOI BibTeX RDF
1	Steve Oliver	Systems Biology: A New Challenge for ILP.	ILP	2004	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Donato Malerba	Ideal Refinement of Descriptions in AL-Log.	ILP	2003	DBLP DOI BibTeX RDF
1	Nuno A. Fonseca, Ricardo Rocha 0001, Rui Camacho, Fernando M. A. Silva	Efficient Data Structures for Inductive Logic Programming.	ILP	2003	DBLP DOI BibTeX RDF
1	Thomas Gärtner 0001, Kurt Driessens, Jan Ramon	Graph Kernels and Gaussian Processes for Relational Reinforcement Learning.	ILP	2003	DBLP DOI BibTeX RDF
1	Annalisa Appice, Michelangelo Ceci, Donato Malerba	Mining Model Trees: A Multi-relational Approach.	ILP	2003	DBLP DOI BibTeX RDF
1	John W. Lloyd	Agents that Reason and Learn.	ILP	2003	DBLP DOI BibTeX RDF
1	Marta Arias, Roni Khardon	Complexity Parameters for First-Order Classes.	ILP	2003	DBLP DOI BibTeX RDF
1	Guillaume Cleuziou, Lionel Martin, Christel Vrain	Disjunctive Learning with a Soft-Clustering Method.	ILP	2003	DBLP DOI BibTeX RDF
1	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
1	Mark-A. Krogel, Simon Alan Rawles, Filip Zelezný, Peter A. Flach, Nada Lavrac, Stefan Wrobel	Comparative Evaluation of Approaches to Propositionalization.	ILP	2003	DBLP DOI BibTeX RDF
1	Oliver Ray, Krysia Broda, Alessandra Russo	Hybrid Abductive Inductive Learning: A Generalisation of Progol.	ILP	2003	DBLP DOI BibTeX RDF

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