Inductive Constraint Logic

Clausal Discovery

Machine Learning - special issue on inductive logic programming

Separate-and-Conquer Rule Learning

Artificial Intelligence Review

Approximate Match of Rules Using Backpropagation Neural Networks

Machine Learning

Three companions for data mining in first order logic

Relational Data Mining

Inducing classification and regression trees in first order logic

Relational Data Mining

How to upgrade propositional learners to first order logic: case study

Relational Data Mining

Editorial

Data Mining and Knowledge Discovery

Discovery of frequent DATALOG patterns

Data Mining and Knowledge Discovery

Scaling Up Inductive Logic Programming by Learning from Interpretations

Data Mining and Knowledge Discovery

Multi-Relational Data Mining, Using UML for ILP

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

Learning Structural Knowledge from the ECG

ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis

How to Upgrade Propositional Learners to First Order Logic: A Case Study

Machine Learning and Its Applications, Advanced Lectures

A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning

ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory

Experiments in Predicting Biodegradability

ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming

Executing Query Packs in ILP

ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming

Application of ILP to Cardiac Arrhythmia Characterization for Chronicle Recognition

ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming

Efficient Cross-Validation in ILP

ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming

Efficient algorithms for decision tree cross-validation

The Journal of Machine Learning Research

Query transformations for improving the efficiency of ilp systems

The Journal of Machine Learning Research

A comparative study on methods for reducing myopia of hill-climbing search in multirelational learning

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Kernels and Distances for Structured Data

Machine Learning

ROC 'n' rule learning: towards a better understanding of covering algorithms

Machine Learning

Qualitative comparison of graph-based and logic-based multi-relational data mining: a case study

MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining

Comparison of graph-based and logic-based multi-relational data mining

ACM SIGKDD Explorations Newsletter

First order random forests: Learning relational classifiers with complex aggregates

Machine Learning

Learning Horn Expressions with LOGAN-H

The Journal of Machine Learning Research

Fast Frequent Querying with Lazy Control Flow Compilation

Theory and Practice of Logic Programming

Efficient and Scalable Induction of Logic Programs Using a Deductive Database System

Inductive Logic Programming

Multirelational classification: a multiple view approach

Knowledge and Information Systems

A Learning Classifier System Approach to Relational Reinforcement Learning

Learning Classifier Systems

Towards Machine Learning on the Semantic Web

Uncertainty Reasoning for the Semantic Web I

Exploiting Inductive Logic Programming Techniques for Declarative Process Mining

Transactions on Petri Nets and Other Models of Concurrency II

Integrating explanatory and descriptive learning in ILP

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2

Improving the efficiency of inductive logic programming through the use of query packs

Journal of Artificial Intelligence Research

Declarative specification and verification of service choreographiess

ACM Transactions on the Web (TWEB)

Integrating induction and abduction in logic programming

Information Sciences: an International Journal

The subsumption lattice and query learning

Journal of Computer and System Sciences

Inducing declarative logic-based models from labeled traces

BPM'07 Proceedings of the 5th international conference on Business process management

Applying inductive logic programming to process mining

ILP'07 Proceedings of the 17th international conference on Inductive logic programming

RedTrees: A relational decision tree algorithm in streams

Expert Systems with Applications: An International Journal

Probabilistic declarative process mining

KSEM'10 Proceedings of the 4th international conference on Knowledge science, engineering and management

Towards clausal discovery for stream mining

ILP'09 Proceedings of the 19th international conference on Inductive logic programming

Learning multi-class theories in ILP

ILP'10 Proceedings of the 20th international conference on Inductive logic programming

Learning discriminant rules as a minimal saturation search

ILP'10 Proceedings of the 20th international conference on Inductive logic programming

A distance-based approach for action recommendation

ECML'05 Proceedings of the 16th European conference on Machine Learning

Learning rules from multisource data for cardiac monitoring

AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine

CLASSIC'CL: an integrated ILP system

DS'05 Proceedings of the 8th international conference on Discovery Science

Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms

Artificial Intelligence in Medicine