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 |
|