An extended transformation approach to inductive logic programming
ACM Transactions on Computational Logic (TOCL) - Special issue devoted to Robert A. Kowalski
An introduction to inductive logic programming
Relational Data Mining
How to upgrade propositional learners to first order logic: case study
Relational Data Mining
Propositionalization approaches to relational data mining
Relational Data Mining
Scaling Up Inductive Logic Programming by Learning from Interpretations
Data Mining and Knowledge Discovery
A Framework for Learning Rules from Multiple Instance Data
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Multi-relational Data Mining: a perspective
EPIA '01 Proceedings of the10th Portuguese Conference on Artificial Intelligence on Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving
Knowledge Representation for Inductive Learning
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
How to Upgrade Propositional Learners to First Order Logic: A Case Study
Machine Learning and Its Applications, Advanced Lectures
Learning a Go Heuristic with TILDE
CG '00 Revised Papers from the Second International Conference on Computers and Games
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
IBC: A First-Order Bayesian Classifier
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Multi-relational data mining: an introduction
ACM SIGKDD Explorations Newsletter
Kernels and Distances for Structured Data
Machine Learning
Multi-Instance Learning Based Web Mining
Applied Intelligence
Adapting RBF Neural Networks to Multi-Instance Learning
Neural Processing Letters
MILES: Multiple-Instance Learning via Embedded Instance Selection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Solving multi-instance problems with classifier ensemble based on constructive clustering
Knowledge and Information Systems - Special Issue on Mining Low-Quality Data
Mining data from intensive care patients
Advanced Engineering Informatics
Efficient and Scalable Induction of Logic Programs Using a Deductive Database System
Inductive Logic Programming
Transductive Learning from Relational Data
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Approximate Reasoning for Efficient Anytime Induction from Relational Knowledge Bases
SUM '08 Proceedings of the 2nd international conference on Scalable Uncertainty Management
Towards Machine Learning on the Semantic Web
Uncertainty Reasoning for the Semantic Web I
A relational approach to probabilistic classification in a transductive setting
Engineering Applications of Artificial Intelligence
Multi-instance clustering with applications to multi-instance prediction
Applied Intelligence
Learning first-order Bayesian networks
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Facts and fallacies in using genetic algorithms for learning clauses in first-order logic
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI
Propositionalization for clustering symbolic relational descriptions
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
G3P-MI: A genetic programming algorithm for multiple instance learning
Information Sciences: an International Journal
Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming
Artificial Intelligence Review
Multivariate prediction for learning on the semantic web
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Multi-instance multi-label learning
Artificial Intelligence
Local patterns: theory and practice of constraint-based relational subgroup discovery
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Classifying relational data with neural networks
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Multi-instance learning with any hypothesis class
The Journal of Machine Learning Research
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