Search results for "ILP"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Michael Kifer	Rule Interchange Format: Logic Programming's Second Wind?	ILP	2010	DBLP DOI BibTeX RDF
1	Christophe Rodrigues, Pierre Gérard, Céline Rouveirol	Incremental Learning of Relational Action Models in Noisy Environments.	ILP	2010	DBLP DOI BibTeX RDF
1	Srihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Kekin Gada, Chander Iyer, T. V. S. Kiran, Ashwin Srinivasan 0001	BET : An Inductive Logic Programming Workbench.	ILP	2010	DBLP DOI BibTeX RDF
1	Matthieu Lopez, Lionel Martin, Christel Vrain	Learning Discriminant Rules as a Minimal Saturation Search.	ILP	2010	DBLP DOI BibTeX RDF
1	Luc De Raedt (eds.)	Inductive Logic Programming, 19th International Conference, ILP 2009, Leuven, Belgium, July 02-04, 2009. Revised Papers	ILP	2010	DBLP DOI BibTeX RDF
1	Bernd Gutmann, Manfred Jaeger, Luc De Raedt	Extending ProbLog with Continuous Distributions.	ILP	2010	DBLP DOI BibTeX RDF
1	Stefano Bragaglia, Fabrizio Riguzzi	Approximate Inference for Logic Programs with Annotated Disjunctions.	ILP	2010	DBLP DOI BibTeX RDF
1	Andrej Oblak, Ivan Bratko	Learning from Noisy Data Using a Non-covering ILP Algorithm.	ILP	2010	DBLP DOI BibTeX RDF
1	James Cussens	Approximate Bayesian Computation for the Parameters of PRISM Programs.	ILP	2010	DBLP DOI BibTeX RDF
1	David Vaz, Vítor Santos Costa, Michel Ferreira	Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection.	ILP	2010	DBLP DOI BibTeX RDF
1	Alberto Illobre, Jorge Gonzalez, Ramón P. Otero, José Santos Reyes	Learning Action Descriptions of Opponent Behaviour in the Robocup 2D Simulation Environment.	ILP	2010	DBLP DOI BibTeX RDF
1	Ondrej Kuzelka, Filip Zelezný	Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples.	ILP	2010	DBLP DOI BibTeX RDF
1	Tarek Abudawood, Peter A. Flach	Learning Multi-class Theories in ILP.	ILP	2010	DBLP DOI BibTeX RDF
1	Radomír Cernoch, Filip Zelezný	Speeding Up Planning through Minimal Generalizations of Partially Ordered Plans.	ILP	2010	DBLP DOI BibTeX RDF
1	Luc De Raedt, Ingo Thon	Probabilistic Rule Learning.	ILP	2010	DBLP DOI BibTeX RDF
1	Houssam Nassif, Hassan Al-Ali, Sawsan Khuri, Walid Keirouz, David Page	An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge.	ILP	2009	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton, Aline Paes, Vítor Santos Costa, Gerson Zaverucha	Chess Revision: Acquiring the Rules of Chess Variants through FOL Theory Revision from Examples.	ILP	2009	DBLP DOI BibTeX RDF
1	Tamás Horváth 0001, Gerhard Paass, Frank Reichartz, Stefan Wrobel	A Logic-Based Approach to Relation Extraction from Texts.	ILP	2009	DBLP DOI BibTeX RDF
1	Hannes Schulz, Kristian Kersting, Andreas Karwath	ILP, the Blind, and the Elephant: Euclidean Embedding of Co-proven Queries.	ILP	2009	DBLP DOI BibTeX RDF
1	Louis Oliphant, Elizabeth S. Burnside, Jude W. Shavlik	Boosting First-Order Clauses for Large, Skewed Data Sets.	ILP	2009	DBLP DOI BibTeX RDF
1	Ingo Thon	Don't Fear Optimality: Sampling for Probabilistic-Logic Sequence Models.	ILP	2009	DBLP DOI BibTeX RDF
1	Tolga Könik, Negin Nejati, Ugur Kuter	Inductive Generalization of Analytically Learned Goal Hierarchies.	ILP	2009	DBLP DOI BibTeX RDF
1	Ashwin Srinivasan 0001, Ganesh Ramakrishnan	Parameter Screening and Optimisation for ILP Using Designed Experiments.	ILP	2009	DBLP DOI BibTeX RDF
1	Katsumi Inoue, Koichi Furukawa, Ikuo Kobayashi, Hidetomo Nabeshima	Discovering Rules by Meta-level Abduction.	ILP	2009	DBLP DOI BibTeX RDF
1	Kamal Ali, Kevin Leung, Tolga Könik, Dongkyu Choi, Daniel G. Shapiro	Knowledge-Directed Theory Revision.	ILP	2009	DBLP DOI BibTeX RDF
1	Oliver Ray, Ken E. Whelan, Ross D. King	Automatic Revision of Metabolic Networks through Logical Analysis of Experimental Data.	ILP	2009	DBLP DOI BibTeX RDF
1	Anup Patel, Ganesh Ramakrishnan, Pushpak Bhattacharyya	Incorporating Linguistic Expertise Using ILP for Named Entity Recognition in Data Hungry Indian Languages.	ILP	2009	DBLP DOI BibTeX RDF
1	Daan Fierens	On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics.	ILP	2009	DBLP DOI BibTeX RDF
1	Lisa Torrey, Jude W. Shavlik	Policy Transfer via Markov Logic Networks.	ILP	2009	DBLP DOI BibTeX RDF
1	Lothar Richter, Regina Augustin, Stefan Kramer 0001	Finding Relational Associations in HIV Resistance Mutation Data.	ILP	2009	DBLP DOI BibTeX RDF
1	Jens Lehmann 0001, Christoph Haase	Ideal Downward Refinement in the EL Description Logic.	ILP	2009	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton, José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad	ProGolem: A System Based on Relative Minimal Generalisation.	ILP	2009	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Floriana Esposito	Nonmonotonic Onto-Relational Learning.	ILP	2009	DBLP DOI BibTeX RDF
1	Anton Dries, Luc De Raedt	Towards Clausal Discovery for Stream Mining.	ILP	2009	DBLP DOI BibTeX RDF
1	Scott Proper, Prasad Tadepalli	Transfer Learning via Relational Templates.	ILP	2009	DBLP DOI BibTeX RDF
1	Joris J. M. Gillis, Jan Van den Bussche	Induction of Relational Algebra Expressions.	ILP	2009	DBLP DOI BibTeX RDF
1	Hiroaki Watanabe, Stephen H. Muggleton	Can ILP Be Applied to Large Datasets?	ILP	2009	DBLP DOI BibTeX RDF
1	Lilyana Mihalkova, Matthew Richardson	Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals.	ILP	2009	DBLP DOI BibTeX RDF
1	Wannes Meert, Jan Struyf, Hendrik Blockeel	CP-Logic Theory Inference with Contextual Variable Elimination and Comparison to BDD Based Inference Methods.	ILP	2009	DBLP DOI BibTeX RDF
1	Marenglen Biba, Stefano Ferilli, Floriana Esposito	Discriminative Structure Learning of Markov Logic Networks.	ILP	2008	DBLP DOI BibTeX RDF
1	Érick Alphonse, Aomar Osmani	A Model to Study Phase Transition and Plateaus in Relational Learning.	ILP	2008	DBLP DOI BibTeX RDF
1	Francesca A. Lisi, Floriana Esposito	Foundations of Onto-Relational Learning.	ILP	2008	DBLP DOI BibTeX RDF
1	Stefano Bertolo	Information Overload and FP7 Funding Opportunities in 2009-10.	ILP	2008	DBLP DOI BibTeX RDF
1	Paolo Frasconi, Manfred Jaeger, Andrea Passerini	Feature Discovery with Type Extension Trees.	ILP	2008	DBLP DOI BibTeX RDF
1	Mark Craven	Learning Expressive Models of Gene Regulation.	ILP	2008	DBLP DOI BibTeX RDF
1	Hendrik Blockeel, Jan Ramon, Jude W. Shavlik, Prasad Tadepalli (eds.)	Inductive Logic Programming, 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers	ILP	2008	DBLP DOI BibTeX RDF
1	Ana Luísa Duboc, Aline Paes, Gerson Zaverucha	Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples.	ILP	2008	DBLP DOI BibTeX RDF
1	Werner Uwents, Hendrik Blockeel	Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach.	ILP	2008	DBLP DOI BibTeX RDF
1	Lorenza Saitta, Christel Vrain	A Comparison between Two Statistical Relational Models.	ILP	2008	DBLP DOI BibTeX RDF
1	Mark Bartlett, Iain Bate, Dimitar Kazakov	Challenges in Relational Learning for Real-Time Systems Applications.	ILP	2008	DBLP DOI BibTeX RDF	Efficiency, Symmetry, Lazy Learning, Worst Case Execution Time (WCET), Inductive Logic Programming (ILP)
1	Filip Zelezný, Nada Lavrac (eds.)	Inductive Logic Programming, 18th International Conference, ILP 2008, Prague, Czech Republic, September 10-12, 2008, Proceedings	ILP	2008	DBLP DOI BibTeX RDF
1	Kristian Kersting	SRL without Tears: An ILP Perspective.	ILP	2008	DBLP DOI BibTeX RDF
1	Simon Price, Peter A. Flach	Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms.	ILP	2008	DBLP DOI BibTeX RDF
1	Sriraam Natarajan, Hung Hai Bui, Prasad Tadepalli, Kristian Kersting, Weng-Keen Wong	Logical Hierarchical Hidden Markov Models for Modeling User Activities.	ILP	2008	DBLP DOI BibTeX RDF
1	Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan 0001	Feature Construction Using Theory-Guided Sampling and Randomised Search.	ILP	2008	DBLP DOI BibTeX RDF
1	Annalisa Appice, Michelangelo Ceci, Donato Malerba	Top-Down Induction of Relational Model Trees in Multi-instance Learning.	ILP	2008	DBLP DOI BibTeX RDF
1	Hitoshi Yamasaki, Yosuke Sasaki, Takayoshi Shoudai, Tomoyuki Uchida, Yusuke Suzuki	Learning Block-Preserving Outerplanar Graph Patterns and Its Application to Data Mining.	ILP	2008	DBLP DOI BibTeX RDF	graph structured pattern, graph mining, pattern discovery, inductive inference, outerplanar graph
1	David J. Stracuzzi, Tolga Könik	A Statistical Approach to Incremental Induction of First-Order Hierarchical Knowledge Bases.	ILP	2008	DBLP DOI BibTeX RDF
1	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	DL-FOIL Concept Learning in Description Logics.	ILP	2008	DBLP DOI BibTeX RDF
1	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	Learning with Kernels in Description Logics.	ILP	2008	DBLP DOI BibTeX RDF
1	Frank van Harmelen	Semantic Web Meets ILP: Unconsumated Love, or No Love Lost?.	ILP	2008	DBLP DOI BibTeX RDF
1	Alireza Tamaddoni-Nezhad, Stephen H. Muggleton	A Note on Refinement Operators for IE-Based ILP Systems.	ILP	2008	DBLP DOI BibTeX RDF
1	Chiaki Sakama, Katsumi Inoue	Brave Induction.	ILP	2008	DBLP DOI BibTeX RDF
1	Joshua B. Tenenbaum	Building Theories of the World: Human and Machine Learning Perspectives.	ILP	2008	DBLP DOI BibTeX RDF
1	Gregor Leban, Jure Zabkar, Ivan Bratko	An Experiment in Robot Discovery with ILP.	ILP	2008	DBLP DOI BibTeX RDF
1	Thierry Mamer, Christopher H. Bryant, John A. W. McCall	L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning.	ILP	2008	DBLP DOI BibTeX RDF	Biological Grammar Induction, Machine Learning, Minimum Description Length (MDL), Inductive Logic Programming (ILP)
1	Anneleen Van Assche, Hendrik Blockeel	Seeing the Forest Through the Trees.	ILP	2007	DBLP DOI BibTeX RDF	first order decision trees, ensembles, comprehensibility
1	Jianzhong Chen, Stephen H. Muggleton, Jose Santos 0001	Learning Probabilistic Logic Models from Probabilistic Examples (Extended Abstract).	ILP	2007	DBLP DOI BibTeX RDF
1	Romaric Gaudel, Michèle Sebag, Antoine Cornuéjols	A Phase Transition-Based Perspective on Multiple Instance Kernels.	ILP	2007	DBLP DOI BibTeX RDF	Multiple Instance Problems, Relational Kernels, Support Vector Machines, Phase Transition, Relational Learning
1	David D. Jensen	Beyond Prediction: Directions for Probabilistic and Relational Learning.	ILP	2007	DBLP DOI BibTeX RDF	quasi-experimental design, Statistical relational learning, causal inference
1	Nicolas Baskiotis, Michèle Sebag	Structural Statistical Software Testing with Active Learning in a Graph.	ILP	2007	DBLP DOI BibTeX RDF	Structured Sampling, Structured Active Learning, Structural Statistical Software Testing, Disjunctive Version Space, Machine Learning Application to Computer Science
1	Aram Galstyan, Paul R. Cohen	Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification.	ILP	2007	DBLP DOI BibTeX RDF
1	Sriraam Natarajan, Prasad Tadepalli, Alan Fern	A Relational Hierarchical Model for Decision-Theoretic Assistance.	ILP	2007	DBLP DOI BibTeX RDF
1	Aline Paes, Gerson Zaverucha, Vítor Santos Costa	Revising First-Order Logic Theories from Examples Through Stochastic Local Search.	ILP	2007	DBLP DOI BibTeX RDF
1	Claudia d'Amato, Nicola Fanizzi, Floriana Esposito	Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases.	ILP	2007	DBLP DOI BibTeX RDF
1	Yosuke Sasaki, Hitoshi Yamasaki, Takayoshi Shoudai, Tomoyuki Uchida	Mining of Frequent Block Preserving Outerplanar Graph Structured Patterns.	ILP	2007	DBLP DOI BibTeX RDF	graph structured pattern, graph mining, pattern discovery, outerplanar graph
1	Jennifer Neville, David D. Jensen	Bias/Variance Analysis for Relational Domains.	ILP	2007	DBLP DOI BibTeX RDF
1	Will Bridewell, Ljupco Todorovski	Learning Declarative Bias.	ILP	2007	DBLP DOI BibTeX RDF	inductive process modeling, transfer learning, meta-learning
1	Jens Lehmann 0001, Pascal Hitzler	A Refinement Operator Based Learning Algorithm for the ALC Description Logic.	ILP	2007	DBLP DOI BibTeX RDF
1	Grant Anderson, Bernhard Pfahringer	Clustering Relational Data Based on Randomized Propositionalization.	ILP	2007	DBLP DOI BibTeX RDF	clustering, randomization, propositionalization
1	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin	Relational Macros for Transfer in Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF
1	Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin	Building Relational World Models for Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF
1	Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel	Learning Directed Probabilistic Logical Models Using Ordering-Search.	ILP	2007	DBLP DOI BibTeX RDF
1	Paolo Frasconi	Learning with Kernels and Logical Representations.	ILP	2007	DBLP DOI BibTeX RDF
1	Tom Croonenborghs, Kurt Driessens, Maurice Bruynooghe	Learning Relational Options for Inductive Transfer in Relational Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF	Relational Reinforcement Learning, Transfer Learning, Options
1	Mark Goadrich, Jude W. Shavlik	Combining Clauses with Various Precisions and Recalls to Produce Accurate Probabilistic Estimates.	ILP	2007	DBLP DOI BibTeX RDF
1	Louis Oliphant, Jude W. Shavlik	Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming.	ILP	2007	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton, Ramón P. Otero, Alireza Tamaddoni-Nezhad (eds.)	Inductive Logic Programming, 16th International Conference, ILP 2006, Santiago de Compostela, Spain, August 24-27, 2006, Revised Selected Papers	ILP	2007	DBLP DOI BibTeX RDF
1	Oliver Ray, Katsumi Inoue	Mode-Directed Inverse Entailment for Full Clausal Theories.	ILP	2007	DBLP DOI BibTeX RDF
1	Frédéric Koriche	Learning to Assign Degrees of Belief in Relational Domains.	ILP	2007	DBLP DOI BibTeX RDF
1	Xiaobing Wu	An Inductive Learning System for XML Documents.	ILP	2007	DBLP DOI BibTeX RDF	precision-recall, knowledge representation, higher-order logic, XML documents, decision-tree learning
1	Jens Lehmann 0001, Pascal Hitzler	Foundations of Refinement Operators for Description Logics.	ILP	2007	DBLP DOI BibTeX RDF
1	Rui Camacho, Nuno A. Fonseca, Ricardo Rocha 0001, Vítor Santos Costa	ILP : - Just Trie It.	ILP	2007	DBLP DOI BibTeX RDF	Mode Directed Inverse Entailment, Data Structures, Efficiency
1	Evelina Lamma, Paola Mello, Fabrizio Riguzzi, Sergio Storari	Applying Inductive Logic Programming to Process Mining.	ILP	2007	DBLP DOI BibTeX RDF	Learning from Interpretations, Business Processes, Process Mining, Interaction Protocols
1	Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan 0001	Using ILP to Construct Features for Information Extraction from Semi-structured Text.	ILP	2007	DBLP DOI BibTeX RDF
1	Irene M. Ong, Scott E. Topper, C. David Page Jr., Vítor Santos Costa	Inferring Regulatory Networks from Time Series Expression Data and Relational Data Via Inductive Logic Programming.	ILP	2006	DBLP DOI BibTeX RDF
1	Vladimir Lifschitz	Actions, Causation and Logic Programming.	ILP	2006	DBLP DOI BibTeX RDF
1	Celine Vens, Jan Ramon, Hendrik Blockeel	ReMauve: A Relational Model Tree Learner.	ILP	2006	DBLP DOI BibTeX RDF
1	Stephen H. Muggleton, Niels Pahlavi	The Complexity of Translating BLPs to RMMs.	ILP	2006	DBLP DOI BibTeX RDF
1	Olga Skvortsova	theta -Subsumption Based on Object Context.	ILP	2006	DBLP DOI BibTeX RDF

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