Search results for "inductive logic programming"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
4	Luc De Raedt, Kristian Kersting	Probabilistic Inductive Logic Programming.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
3	Petr Buryan, Jirí Kubalík	Context-sensitive refinements for stochasticoptimization algorithms in inductive logic programming.	GECCO	2010	DBLP DOI BibTeX RDF	evolutionary algorithms, inductive logic programming
3	Zoltan Balogh, Dániel Varró	Model transformation by example using inductive logic programming.	Software and System Modeling	2009	DBLP DOI BibTeX RDF	By-example synthesis, Model transformation, Inductive logic programming
3	Nuno A. Fonseca, Vítor Santos Costa, Rui Camacho, Cristina Vieira, Jorge Vieira	Partitional Clustering of Protein Sequences - An Inductive Logic Programming Approach.	IWANN	2009	DBLP DOI BibTeX RDF	Clustering, Inductive Logic Programming
3	Huma Lodhi, Stephen Muggleton, Michael J. E. Sternberg	Multi-class protein fold recognition using large margin logic based divide and conquer learning.	KDD Workshop on Statistical and Relational Learning in Bioinformatics	2009	DBLP DOI BibTeX RDF	protein fold recognition, support vector inductive logic programming, evaluation, support vector machines, bioinformatics, inductive logic programming, multi-class classification
3	Rui Camacho, Alexessander Alves, Cândida G. Silva, Rui M. M. Brito	On Mining Protein Unfolding Simulation Data with Inductive Logic Programming.	IWPACBB	2008	DBLP DOI BibTeX RDF	Protein Unfolding, Inductive Logic Programming
3	Sriram Sankaranarayanan, Franjo Ivancic, Aarti Gupta	Mining library specifications using inductive logic programming.	ICSE	2008	DBLP DOI BibTeX RDF	machine learning., verification, datalog, inductive logic programming, software specification
3	Vítor Santos Costa, David Page, James Cussens	CLP(BN): Constraint Logic Programming for Probabilistic Knowledge.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
3	Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg	Protein Fold Discovery Using Stochastic Logic Programs.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
3	Pedro Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla	Markov Logic.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
3	Paolo Frasconi, Andrea Passerini	Learning with Kernels and Logical Representations.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
3	Kristian Kersting, Luc De Raedt	Basic Principles of Learning Bayesian Logic Programs.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
3	Mathieu Serrurier, Henri Prade	Improving Expressivity of Inductive Logic Programming by Learning Different Kinds of Fuzzy Rules.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Inductive logic programming, Fuzzy rules
3	Dániel Varró, Zoltan Balogh	Automating model transformation by example using inductive logic programming.	SAC	2007	DBLP DOI BibTeX RDF	by-example synthesis, model transformation, inductive logic programming
3	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
3	Lucia Specia, Ashwin Srinivasan, Ganesh Ramakrishnan, Maria das Graças Volpe Nunes	Word Sense Disambiguation Using Inductive Logic Programming.	ILP	2006	DBLP DOI BibTeX RDF
3	Héctor Corrada Bravo, David Page, Raghu Ramakrishnan, 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
3	Jan Struyf, Jan Ramon, Maurice Bruynooghe, Sofie Verbaeten, Hendrik Blockeel	Compact Representation of Knowledge Bases in Inductive Logic Programming.	Machine Learning	2004	DBLP DOI BibTeX RDF	scalability, efficiency, knowledge bases, Inductive Logic Programming, compact representation
3	Frank DiMaio, Jude W. Shavlik	Learning an Approximation to Inductive Logic Programming Clause Evaluation.	ILP	2004	DBLP DOI BibTeX RDF
3	James Cussens	At the Interface of Inductive Logic Programming and Statistics.	ILP	2004	DBLP DOI BibTeX RDF
3	Sukree Sinthupinyo, Luepol Pipanmaekaporn, Boonserm Kijsirikul	Detection of connecting points in Thai printed characters by combining inductive logic programming with backpropagation neural network.	ICIAP	2003	DBLP DOI BibTeX RDF	Connected Characters, Inductive Logic Programming and Backpropagation Neural Networks
3	Jan Struyf, Hendrik Blockeel	Query Optimization in Inductive Logic Programming by Reordering Literals.	ILP	2003	DBLP DOI BibTeX RDF
3	Nuno A. Fonseca, Ricardo Rocha, Rui Camacho, Fernando M. A. Silva	Efficient Data Structures for Inductive Logic Programming.	ILP	2003	DBLP DOI BibTeX RDF
3	Saso Dzeroski	Learning in Rich Representations: Inductive Logic Programming and Computational Scientific Discovery.	ILP	2002	DBLP DOI BibTeX RDF
3	Nada Lavrac, Peter A. Flach	An extended transformation approach to inductive logic programming.	ACM Trans. Comput. Log.	2001	DBLP DOI BibTeX RDF	data mining, machine learning, relational databases, inductive logic programming
3	Kristian Kersting, Luc De Raedt	Towards Combining Inductive Logic Programming with Bayesian Networks.	ILP	2001	DBLP DOI BibTeX RDF
3	Miloslav Nepil	Learning to Parse from a Treebank: Combining TBL and ILP.	ILP	2001	DBLP DOI BibTeX RDF	corpus-based parser construction, transformation-based learning, inductive logic programming, grammar induction
3	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
3	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
3	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
3	Luc De Raedt	An Inductive Logic Programming Query Language for Database Mining.	AISC	1998	DBLP DOI BibTeX RDF	database mining query language, inductive query language, data mining, inductive logic programming, relational learning
3	Erika Van Baelen, Luc De Raedt	Analysis and Prediction of Piano Performances Using Inductive Logic Programming.	Inductive Logic Programming Workshop	1996	DBLP DOI BibTeX RDF
3	Raymond J. Mooney	Inductive Logic Programming for Natural Language Processing.	Inductive Logic Programming Workshop	1996	DBLP DOI BibTeX RDF
3	Ashwin Srinivasan, Ross D. King	Feature Construction with Inductive Logic Programming: A Study of Quantitative Predictions of Biological Activity by Structural Attributes.	Inductive Logic Programming Workshop	1996	DBLP DOI BibTeX RDF
3	Stephen Muggleton, David Page, Ashwin Srinivasan	An Initial Experiment into Stereochemistry-Based Drug Design Using Inductive Logic Programming.	Inductive Logic Programming Workshop	1996	DBLP DOI BibTeX RDF
3	Jörg-Uwe Kietz	Some Lower Bounds for the Computational Complexity of Inductive Logic Programming.	ECML	1993	DBLP DOI BibTeX RDF	Inductive Logic Programming, PAC-Learning
2	David Poole	Probabilistic Relational Learning and Inductive Logic Programming at a Global Scale.	ILP	2010	DBLP DOI BibTeX RDF
2	Srihari Kalgi, Chirag Gosar, Prasad Gawde, Ganesh Ramakrishnan, Kekin Gada, Chander Iyer, T. V. S. Kiran, Ashwin Srinivasan	BET : An Inductive Logic Programming Workbench.	ILP	2010	DBLP DOI BibTeX RDF
2	Federico Chesani, Evelina Lamma, Paola Mello, Marco Montali, Fabrizio Riguzzi, Sergio Storari	Exploiting Inductive Logic Programming Techniques for Declarative Process Mining.	T. Petri Nets and Other Models of Concurrency	2009	DBLP DOI BibTeX RDF
2	Supphachai Thaicharoen, Tom Altman, Katheleen J. Gardiner, Krzysztof J. Cios	Discovering relational knowledge from two disjoint sets of literatures using inductive Logic Programming.	CIDM	2009	DBLP DOI BibTeX RDF
2	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
2	Alain-Pierre Manine	Learning the ontological theory of an information extraction system in the multi-predicate ILP setting.	SAC	2009	DBLP DOI BibTeX RDF	genic interactions, multiple predicate learning, ontology, information extraction, inductive logic programming
2	Luc De Raedt	Probabilistic Logic Learning - A Tutorial Abstract.	ICLP	2009	DBLP DOI BibTeX RDF	probabilistic logic learning, logic and learning, logic programming, inductive logic programming, statistical relational learning
2	Sebastian Fröhler, Stefan Kramer	Inductive logic programming for gene regulation prediction.	Machine Learning	2008	DBLP DOI BibTeX RDF	Gene expression, Inductive logic programming, Systems biology, Relational learning, Gene regulation
2	Luc De Raedt, Paolo Frasconi, Kristian Kersting, Stephen Muggleton (eds.)	Probabilistic Inductive Logic Programming - Theory and Applications	Probabilistic Inductive Logic Programming	2008	DBLP BibTeX RDF
2	Masaru Miyazaki, Masahiro Shibata, Nobuyuki Yagi	Baseball Digest Production System Using Inductive Logic Programming.	ISM	2008	DBLP DOI BibTeX RDF
2	Gaël Manson, Sid-Ahmed Berrani	An Inductive Logic Programming-Based Approach for TV Stream Segment Classification.	ISM	2008	DBLP DOI BibTeX RDF
2	Kristian Kersting	SRL without Tears: An ILP Perspective.	ILP	2008	DBLP DOI BibTeX RDF
2	Sachindra Joshi, Ganesh Ramakrishnan, Ashwin Srinivasan	Feature Construction Using Theory-Guided Sampling and Randomised Search.	ILP	2008	DBLP DOI BibTeX RDF
2	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)
2	Joshua B. Tenenbaum	Building Theories of the World: Human and Machine Learning Perspectives.	ILP	2008	DBLP DOI BibTeX RDF
2	Thierry Mamer, Christopher H. Bryant, John 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)
2	François Fages, Sylvain Soliman	Model Revision from Temporal Logic Properties in Computational Systems Biology.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	Manfred Jaeger	Model-Theoretic Expressivity Analysis.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	Niels Landwehr, Taneli Mielikäinen	Probabilistic Logic Learning from Haplotype Data.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	Taisuke Sato, Yoshitaka Kameya	New Advances in Logic-Based Probabilistic Modeling by PRISM.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	Kristian Kersting, Luc De Raedt, Bernd Gutmann, Andreas Karwath, Niels Landwehr	Relational Sequence Learning.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	Stephen Muggleton, Jianzhong Chen	A Behavioral Comparison of Some Probabilistic Logic Models.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	David Poole	The Independent Choice Logic and Beyond.	Probabilistic Inductive Logic Programming	2008	DBLP DOI BibTeX RDF
2	Jianzhong Chen, Stephen Muggleton, José Carlos Almeida Santos	Learning probabilistic logic models from probabilistic examples.	Machine Learning	2008	DBLP DOI BibTeX RDF	Probabilistic inductive logic programming, Stochastic logic programs, Probabilistic examples, Abduction
2	Thomas G. Dietterich, Pedro Domingos, Lise Getoor, Stephen Muggleton, Prasad Tadepalli	Structured machine learning: the next ten years.	Machine Learning	2008	DBLP DOI BibTeX RDF	Structured machine learning, Inductive logic programming, Relational learning, Statistical relational learning
2	Chongbing Liu, Enrico Pontelli	Inductive Logic Programming by Instance Patterns.	PADL	2007	DBLP DOI BibTeX RDF	Concept Instance, Patterns, Inductive Logic Programming
2	Slawomir Nowaczyk, Jacek Malec	Inductive Logic Programming Algorithm for Estimating Quality of Partial Plans.	MICAI	2007	DBLP DOI BibTeX RDF
2	Louis Oliphant, Jude W. Shavlik	Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming.	ILP	2007	DBLP DOI BibTeX RDF
2	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
2	Rui Camacho, Nuno A. Fonseca, Ricardo Rocha, Vítor Santos Costa	ILP : - Just Trie It.	ILP	2007	DBLP DOI BibTeX RDF	Mode Directed Inverse Entailment, Data Structures, Efficiency
2	Jens Lehmann, Pascal Hitzler	Foundations of Refinement Operators for Description Logics.	ILP	2007	DBLP DOI BibTeX RDF
2	Will Bridewell, Ljupco Todorovski	Learning Declarative Bias.	ILP	2007	DBLP DOI BibTeX RDF	inductive process modeling, transfer learning, meta-learning
2	Ganesh Ramakrishnan, Sachindra Joshi, Sreeram Balakrishnan, Ashwin Srinivasan	Using ILP to Construct Features for Information Extraction from Semi-structured Text.	ILP	2007	DBLP DOI BibTeX RDF
2	Anneleen Van Assche, Hendrik Blockeel	Seeing the Forest Through the Trees.	ILP	2007	DBLP DOI BibTeX RDF	first order decision trees, ensembles, comprehensibility
2	Lisa Torrey, Jude W. Shavlik, Trevor Walker, Richard Maclin	Relational Macros for Transfer in Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF
2	Mark Goadrich, Jude W. Shavlik	Combining Clauses with Various Precisions and Recalls to Produce Accurate Probabilistic Estimates.	ILP	2007	DBLP DOI BibTeX RDF
2	Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richard Maclin	Building Relational World Models for Reinforcement Learning.	ILP	2007	DBLP DOI BibTeX RDF
2	Paolo Frasconi	Learning with Kernels and Logical Representations.	ILP	2007	DBLP DOI BibTeX RDF
2	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
2	Costin Badica, Amelia Badica, Elvira Popescu, Ajith Abraham	L-wrappers: concepts, properties and construction.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Logic wrappers, Information retrieval, Inductive logic programming, Web intelligence
2	Simon Colton, Stephen Muggleton	Mathematical applications of inductive logic programming.	Machine Learning	2006	DBLP DOI BibTeX RDF
2	Ashwin Srinivasan, David Page, Rui Camacho, Ross D. King	Quantitative pharmacophore models with inductive logic programming.	Machine Learning	2006	DBLP DOI BibTeX RDF	Pharmacophore models, ILP, Statistical relational learning
2	Jian Huang, Adrian R. Pearce	Toward Inductive Logic Programming for Collaborative Problem Solving.	IAT	2006	DBLP DOI BibTeX RDF
2	Nuno A. Fonseca, Fernando M. A. Silva, Rui Camacho	April - An Inductive Logic Programming System.	JELIA	2006	DBLP DOI BibTeX RDF
2	Saso Dzeroski	From Inductive Logic Programming to Relational Data Mining.	JELIA	2006	DBLP DOI BibTeX RDF
2	Sebastian Fröhler, Stefan Kramer	Inductive Logic Programming for Gene Regulation Prediction.	ILP	2006	DBLP DOI BibTeX RDF
2	Thanh Phuong Nguyen, Tu Bao Ho	Prediction of Domain-Domain Interactions Using Inductive Logic Programming from Multiple Genome Databases.	Discovery Science	2006	DBLP DOI BibTeX RDF
2	Kerstin Eder, Peter A. Flach, Hsiou-Wen Hsueh	Towards Automating Simulation-Based Design Verification Using ILP.	ILP	2006	DBLP DOI BibTeX RDF
2	Rocío García-Durán, Fernando Fernández, Daniel Borrajo	Combining Macro-operators with Control Knowledge.	ILP	2006	DBLP DOI BibTeX RDF
2	Tomás Horváth, Peter Vojtás	Induction of Fuzzy and Annotated Logic Programs.	ILP	2006	DBLP DOI BibTeX RDF
2	Érick Alphonse, Céline Rouveirol	Extension of the Top-Down Data-Driven Strategy to ILP.	ILP	2006	DBLP DOI BibTeX RDF
2	Ulrich Rückert 0002, Stefan Kramer	Margin-Based First-Order Rule Learning.	ILP	2006	DBLP DOI BibTeX RDF
2	Ning Jiang, Simon Colton	Boosting Descriptive ILP for Predictive Learning in Bioinformatics.	ILP	2006	DBLP DOI BibTeX RDF
2	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
2	Margherita Berardi, Donato Malerba	Learning Recursive Patterns for Biomedical Information Extraction.	ILP	2006	DBLP DOI BibTeX RDF
2	Andreas Karwath, Kristian Kersting	Relational Sequence Alignments and Logos.	ILP	2006	DBLP DOI BibTeX RDF
2	Jianzhong Chen, Lawrence A. Kelley, Stephen Muggleton, Michael J. E. Sternberg	Multi-class Prediction Using Stochastic Logic Programs.	ILP	2006	DBLP DOI BibTeX RDF
2	Samuel Wieczorek, Gilles Bisson, Mirta B. Gordon	Guiding the Search in the NO Region of the Phase Transition Problem with a Partial Subsumption Test.	ECML	2006	DBLP DOI BibTeX RDF	similarity index, ?-subsumption, partial subsumption, CSP, Inductive Logic Programming, phase transition
2	Ivan Bratko, Martin Mozina, Jure Zabkar	Argument-Based Machine Learning.	ISMIS	2006	DBLP DOI BibTeX RDF	CN2, Machine learning, argumentation, inductive logic programming, rule learning
2	Mark Goadrich, Louis Oliphant, Jude W. Shavlik	Gleaner: Creating ensembles of first-order clauses to improve recall-precision curves.	Machine Learning	2006	DBLP DOI BibTeX RDF	Recall-precision curves, Biomedical information extraction, Ensembles, Inductive logic programming
2	Tolga Könik, John E. Laird	Learning goal hierarchies from structured observations and expert annotations.	Machine Learning	2006	DBLP DOI BibTeX RDF	Relational learning by observation, Behavioral cloning, Cognitive agent architectures, Relational learning, Inductive logic programming (ILP)
2	Matthew Richardson, Pedro Domingos	Markov logic networks.	Machine Learning	2006	DBLP DOI BibTeX RDF	Knowledge-based model construction, Pseudo-likelihood, Markov random fields, Satisfiability, First-order logic, Graphical models, Markov chain Monte Carlo, Inductive logic programming, Link prediction, Statistical relational learning, Markov networks, Log-linear models
2	Tuan Nam Tran, Kenji Satou, Tu Bao Ho	Using Inductive Logic Programming for Predicting Protein-Protein Interactions from Multiple Genomic Data.	PKDD	2005	DBLP DOI BibTeX RDF
2	Luc De Raedt	Statistical Relational Learning: An Inductive Logic Programming Perspective.	PKDD	2005	DBLP DOI BibTeX RDF