Search results for "ILP"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
32	Hiroaki Watanabe, Stephen H. Muggleton	Projection-Based PILP: Computational Learning Theory with Empirical Results.	ILP	2011	DBLP DOI BibTeX RDF
32	Elena Bellodi, Fabrizio Riguzzi	Learning the Structure of Probabilistic Logic Programs.	ILP	2011	DBLP DOI BibTeX RDF
32	Domenico Corapi, Alessandra Russo, Emil Lupu	Inductive Logic Programming in Answer Set Programming.	ILP	2011	DBLP DOI BibTeX RDF
32	Ashwin Srinivasan 0001, Michael Bain 0001	Knowledge-Guided Identification of Petri Net Models of Large Biological Systems.	ILP	2011	DBLP DOI BibTeX RDF
32	Frédéric Koriche	Relational Networks of Conditional Preferences - (Extended Abstract).	ILP	2011	DBLP DOI BibTeX RDF
32	Richard S. Sutton	Beyond Reward: The Problem of Knowledge and Data.	ILP	2011	DBLP DOI BibTeX RDF
32	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
32	Dalal Alrajeh, Alessandra Russo, Sebastián Uchitel, Jeff Kramer	Integrating Model Checking and Inductive Logic Programming.	ILP	2011	DBLP DOI BibTeX RDF
32	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
32	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
32	Alireza Tamaddoni-Nezhad, Stephen H. Muggleton	Stochastic Refinement.	ILP	2010	DBLP DOI BibTeX RDF
32	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
32	Beatriz García Jiménez, Agapito Ledezma, Araceli Sanchis	MMRF for Proteome Annotation Applied to Human Protein Disease Prediction.	ILP	2010	DBLP DOI BibTeX RDF
32	Niels Pahlavi, Stephen H. Muggleton	Can HOLL Outperform FOLL?	ILP	2010	DBLP DOI BibTeX RDF
32	Avi Pfeffer	Practical Probabilistic Programming.	ILP	2010	DBLP DOI BibTeX RDF
32	David Poole 0001	Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale.	ILP	2010	DBLP DOI BibTeX RDF
32	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
32	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
32	Nuno A. Fonseca, Max Pereira, Vítor Santos Costa, Rui Camacho	Interactive Discriminative Mining of Chemical Fragments.	ILP	2010	DBLP DOI BibTeX RDF
32	Érick Alphonse, Tobias Girschick, Fabian Buchwald, Stefan Kramer 0001	A Numerical Refinement Operator Based on Multi-Instance Learning.	ILP	2010	DBLP DOI BibTeX RDF
32	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
32	Michael Kifer	Rule Interchange Format: Logic Programming's Second Wind?	ILP	2010	DBLP DOI BibTeX RDF
32	Christophe Rodrigues, Pierre Gérard, Céline Rouveirol	Incremental Learning of Relational Action Models in Noisy Environments.	ILP	2010	DBLP DOI BibTeX RDF
32	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
32	Matthieu Lopez, Lionel Martin, Christel Vrain	Learning Discriminant Rules as a Minimal Saturation Search.	ILP	2010	DBLP DOI BibTeX RDF
32	Bernd Gutmann, Manfred Jaeger, Luc De Raedt	Extending ProbLog with Continuous Distributions.	ILP	2010	DBLP DOI BibTeX RDF
32	Stefano Bragaglia, Fabrizio Riguzzi	Approximate Inference for Logic Programs with Annotated Disjunctions.	ILP	2010	DBLP DOI BibTeX RDF
32	James Cussens	Approximate Bayesian Computation for the Parameters of PRISM Programs.	ILP	2010	DBLP DOI BibTeX RDF
32	David Vaz, Vítor Santos Costa, Michel Ferreira	Fire! Firing Inductive Rules from Economic Geography for Fire Risk Detection.	ILP	2010	DBLP DOI BibTeX RDF
32	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
32	Ondrej Kuzelka, Filip Zelezný	Seeing the World through Homomorphism: An Experimental Study on Reducibility of Examples.	ILP	2010	DBLP DOI BibTeX RDF
32	Radomír Cernoch, Filip Zelezný	Speeding Up Planning through Minimal Generalizations of Partially Ordered Plans.	ILP	2010	DBLP DOI BibTeX RDF
32	Luc De Raedt, Ingo Thon	Probabilistic Rule Learning.	ILP	2010	DBLP DOI BibTeX RDF
32	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
32	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
32	Tamás Horváth 0001, Gerhard Paass, Frank Reichartz, Stefan Wrobel	A Logic-Based Approach to Relation Extraction from Texts.	ILP	2009	DBLP DOI BibTeX RDF
32	Louis Oliphant, Elizabeth S. Burnside, Jude W. Shavlik	Boosting First-Order Clauses for Large, Skewed Data Sets.	ILP	2009	DBLP DOI BibTeX RDF
32	Ingo Thon	Don't Fear Optimality: Sampling for Probabilistic-Logic Sequence Models.	ILP	2009	DBLP DOI BibTeX RDF
32	Tolga Könik, Negin Nejati, Ugur Kuter	Inductive Generalization of Analytically Learned Goal Hierarchies.	ILP	2009	DBLP DOI BibTeX RDF
32	Katsumi Inoue, Koichi Furukawa, Ikuo Kobayashi, Hidetomo Nabeshima	Discovering Rules by Meta-level Abduction.	ILP	2009	DBLP DOI BibTeX RDF
32	Kamal Ali, Kevin Leung, Tolga Könik, Dongkyu Choi, Daniel G. Shapiro	Knowledge-Directed Theory Revision.	ILP	2009	DBLP DOI BibTeX RDF
32	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
32	Daan Fierens	On the Relationship between Logical Bayesian Networks and Probabilistic Logic Programming Based on the Distribution Semantics.	ILP	2009	DBLP DOI BibTeX RDF
32	Lisa Torrey, Jude W. Shavlik	Policy Transfer via Markov Logic Networks.	ILP	2009	DBLP DOI BibTeX RDF
32	Lothar Richter, Regina Augustin, Stefan Kramer 0001	Finding Relational Associations in HIV Resistance Mutation Data.	ILP	2009	DBLP DOI BibTeX RDF
32	Jens Lehmann 0001, Christoph Haase	Ideal Downward Refinement in the EL Description Logic.	ILP	2009	DBLP DOI BibTeX RDF
32	Stephen H. Muggleton, José Carlos Almeida Santos, Alireza Tamaddoni-Nezhad	ProGolem: A System Based on Relative Minimal Generalisation.	ILP	2009	DBLP DOI BibTeX RDF
32	Francesca A. Lisi, Floriana Esposito	Nonmonotonic Onto-Relational Learning.	ILP	2009	DBLP DOI BibTeX RDF
32	Anton Dries, Luc De Raedt	Towards Clausal Discovery for Stream Mining.	ILP	2009	DBLP DOI BibTeX RDF
32	Scott Proper, Prasad Tadepalli	Transfer Learning via Relational Templates.	ILP	2009	DBLP DOI BibTeX RDF
32	Joris J. M. Gillis, Jan Van den Bussche	Induction of Relational Algebra Expressions.	ILP	2009	DBLP DOI BibTeX RDF
32	Lilyana Mihalkova, Matthew Richardson	Speeding Up Inference in Statistical Relational Learning by Clustering Similar Query Literals.	ILP	2009	DBLP DOI BibTeX RDF
32	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
32	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
32	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
32	Marenglen Biba, Stefano Ferilli, Floriana Esposito	Discriminative Structure Learning of Markov Logic Networks.	ILP	2008	DBLP DOI BibTeX RDF
32	Érick Alphonse, Aomar Osmani	A Model to Study Phase Transition and Plateaus in Relational Learning.	ILP	2008	DBLP DOI BibTeX RDF
32	Paolo Frasconi, Manfred Jaeger, Andrea Passerini	Feature Discovery with Type Extension Trees.	ILP	2008	DBLP DOI BibTeX RDF
32	Mark Craven	Learning Expressive Models of Gene Regulation.	ILP	2008	DBLP DOI BibTeX RDF
32	Werner Uwents, Hendrik Blockeel	Learning Aggregate Functions with Neural Networks Using a Cascade-Correlation Approach.	ILP	2008	DBLP DOI BibTeX RDF
32	Simon Price, Peter A. Flach	Querying and Merging Heterogeneous Data by Approximate Joins on Higher-Order Terms.	ILP	2008	DBLP DOI BibTeX RDF
32	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
32	Annalisa Appice, Michelangelo Ceci, Donato Malerba	Top-Down Induction of Relational Model Trees in Multi-instance Learning.	ILP	2008	DBLP DOI BibTeX RDF
32	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
32	David J. Stracuzzi, Tolga Könik	A Statistical Approach to Incremental Induction of First-Order Hierarchical Knowledge Bases.	ILP	2008	DBLP DOI BibTeX RDF
32	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	DL-FOIL Concept Learning in Description Logics.	ILP	2008	DBLP DOI BibTeX RDF
32	Nicola Fanizzi, Claudia d'Amato, Floriana Esposito	Learning with Kernels in Description Logics.	ILP	2008	DBLP DOI BibTeX RDF
32	Joshua B. Tenenbaum	Building Theories of the World: Human and Machine Learning Perspectives.	ILP	2008	DBLP DOI BibTeX RDF
32	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
32	Anneleen Van Assche, Hendrik Blockeel	Seeing the Forest Through the Trees.	ILP	2007	DBLP DOI BibTeX RDF	first order decision trees, ensembles, comprehensibility
32	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
32	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
32	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
32	Aram Galstyan, Paul R. Cohen	Empirical Comparison of "Hard" and "Soft" Label Propagation for Relational Classification.	ILP	2007	DBLP DOI BibTeX RDF
32	Sriraam Natarajan, Prasad Tadepalli, Alan Fern	A Relational Hierarchical Model for Decision-Theoretic Assistance.	ILP	2007	DBLP DOI BibTeX RDF
32	Aline Paes, Gerson Zaverucha, Vítor Santos Costa	Revising First-Order Logic Theories from Examples Through Stochastic Local Search.	ILP	2007	DBLP DOI BibTeX RDF
32	Claudia d'Amato, Nicola Fanizzi, Floriana Esposito	Induction of Optimal Semantic Semi-distances for Clausal Knowledge Bases.	ILP	2007	DBLP DOI BibTeX RDF
32	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
32	Jennifer Neville, David D. Jensen	Bias/Variance Analysis for Relational Domains.	ILP	2007	DBLP DOI BibTeX RDF
32	Will Bridewell, Ljupco Todorovski	Learning Declarative Bias.	ILP	2007	DBLP DOI BibTeX RDF	inductive process modeling, transfer learning, meta-learning
32	Jens Lehmann 0001, Pascal Hitzler	A Refinement Operator Based Learning Algorithm for the ALC Description Logic.	ILP	2007	DBLP DOI BibTeX RDF
32	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin	Relational Macros for Transfer in Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF
32	Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin	Building Relational World Models for Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF
32	Daan Fierens, Jan Ramon, Maurice Bruynooghe, Hendrik Blockeel	Learning Directed Probabilistic Logical Models Using Ordering-Search.	ILP	2007	DBLP DOI BibTeX RDF
32	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
32	Frédéric Koriche	Learning to Assign Degrees of Belief in Relational Domains.	ILP	2007	DBLP DOI BibTeX RDF
32	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
32	Jens Lehmann 0001, Pascal Hitzler	Foundations of Refinement Operators for Description Logics.	ILP	2007	DBLP DOI BibTeX RDF
32	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
32	Vladimir Lifschitz	Actions, Causation and Logic Programming.	ILP	2006	DBLP DOI BibTeX RDF
32	Celine Vens, Jan Ramon, Hendrik Blockeel	ReMauve: A Relational Model Tree Learner.	ILP	2006	DBLP DOI BibTeX RDF
32	Stephen H. Muggleton, Niels Pahlavi	The Complexity of Translating BLPs to RMMs.	ILP	2006	DBLP DOI BibTeX RDF
32	Olga Skvortsova	theta -Subsumption Based on Object Context.	ILP	2006	DBLP DOI BibTeX RDF
32	Sebastian Fröhler, Stefan Kramer 0001	Inductive Logic Programming for Gene Regulation Prediction.	ILP	2006	DBLP DOI BibTeX RDF
32	Brian Milch, Stuart Russell 0001	First-Order Probabilistic Languages: Into the Unknown.	ILP	2006	DBLP DOI BibTeX RDF
32	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
32	Stephen H. Muggleton, Alireza Tamaddoni-Nezhad	QG/GA: A Stochastic Search for Progol.	ILP	2006	DBLP DOI BibTeX RDF
32	Bart Selman	Integration of Learning and Reasoning Techniques.	ILP	2006	DBLP DOI BibTeX RDF
32	Ehud Shapiro	Injecting Life with Computers.	ILP	2006	DBLP DOI BibTeX RDF
32	Fabrizio Riguzzi	ALLPAD: Approximate Learning of Logic Programs with Annotated Disjunctions.	ILP	2006	DBLP DOI BibTeX RDF