Learning from Positive Data

Pharmacophore Discovery Using the Inductive Logic Programming System PROGOL

Machine Learning - Special issue on applications of machine learning and the knowledge discovery process

Discovery of frequent DATALOG patterns

Data Mining and Knowledge Discovery

A Study of Two Sampling Methods for Analyzing Large Datasets with ILP

Data Mining and Knowledge Discovery

Learning Trading Rules with Inductive Logic Programming

ECML '00 Proceedings of the 11th European Conference on Machine Learning

Representation of Incomplete Knowledge by Induction of Default Theories

LPNMR '01 Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning

Theory Recovery

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

Learning Functions from Imperfect Positive Data

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

Logic prespective on data and knowledge

Handbook of data mining and knowledge discovery

How Do We Evaluate Artificial Immune Systems?

Evolutionary Computation

A Machine Learning Evaluation of an Artificial Immune System

Evolutionary Computation

Protocols from perceptual observations

Artificial Intelligence - Special volume on connecting language to the world

Evolutionary concept learning in first order logic: an overview

AI Communications

One-class document classification via Neural Networks

Neurocomputing

Extracting constraints for process modeling

Proceedings of the 4th international conference on Knowledge capture

An ILP Refinement Operator for Biological Grammar Learning

Inductive Logic Programming

Boosting Descriptive ILP for Predictive Learning in Bioinformatics

Inductive Logic Programming

Learning Qualitative Models of Physical and Biological Systems

Computational Discovery of Scientific Knowledge

Learning to Classify Documents with Only a Small Positive Training Set

ECML '07 Proceedings of the 18th European conference on Machine Learning

Challenges in Relational Learning for Real-Time Systems Applications

ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming

L-Modified ILP Evaluation Functions for Positive-Only Biological Grammar Learning

ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming

Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming

The Journal of Machine Learning Research

Biosequence Analysis in PRISM

ICLP '08 Proceedings of the 24th International Conference on Logic Programming

ILP-based concept discovery in multi-relational data mining

Expert Systems with Applications: An International Journal

Preprocessing for Optimization of Probabilistic-Logic Models for Sequence Analysis

ICLP '09 Proceedings of the 25th International Conference on Logic Programming

ILP with noise and fixed example size: a Bayesian approach

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

Qualitative system identification from imperfect data

Journal of Artificial Intelligence Research

Protocols from perceptual observations

Artificial Intelligence - Special volume on connecting language to the world

Unsupervised induction of sentence compression rules

UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation

Using theory completion to learn a robot navigation control program

ILP'02 Proceedings of the 12th international conference on Inductive logic programming

Learning declarative bias

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

Review:

The Knowledge Engineering Review

Concept discovery on relational databases: New techniques for search space pruning and rule quality improvement

Knowledge-Based Systems

Learning first-order Horn clauses from web text

EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing

Predictive and descriptive approaches to learning game rules from vision data

IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence

A cost-sensitive technique for positive-example learning supporting content-based product recommendations in B-to-C e-commerce

Decision Support Systems

Learning to predict from textual data

Journal of Artificial Intelligence Research

Exploration in relational domains for model-based reinforcement learning

The Journal of Machine Learning Research

Mining rules to align knowledge bases

Proceedings of the 2013 workshop on Automated knowledge base construction