Machine Learning - special issue on inductive logic programming
Resource-bounded Relational Reasoning: Induction and Deduction Through Stochastic Matching
Machine Learning - Special issue on multistrategy learning
Consistency and Completeness in Rough Sets
Journal of Intelligent Information Systems
Approximate Match of Rules Using Backpropagation Neural Networks
Machine Learning
Extracting Context-Sensitive Models in Inductive Logic Programming
Machine Learning
Logic-based artificial intelligence
Three companions for data mining in first order logic
Relational Data Mining
Inducing classification and regression trees in first order logic
Relational Data Mining
Relational rule induction with CPROGO14.4: a tutorial introductuon
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
Relational learning and boosting
Relational Data Mining
Relational data mining applications: an overview
Relational Data Mining
Four suggestions and a rule concerning the application of ILP
Relational Data Mining
Representing Epistemic Uncertainty by Means of Dialectical Argumentation
Annals of Mathematics and Artificial Intelligence
Data Mining and Knowledge Discovery
Data Mining and Knowledge Discovery
Scaling Up Inductive Logic Programming by Learning from Interpretations
Data Mining and Knowledge Discovery
A Study of Two Sampling Methods for Analyzing Large Datasets with ILP
Data Mining and Knowledge Discovery
Toward effective knowledge acquisition with first-order logic induction
Journal of Computer Science and Technology
Scaling Boosting by Margin-Based Inclusionof Features and Relations
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Macro-Operators in Multirelational Learning: A Search-Space Reduction Technique
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Multi-Relational Data Mining, Using UML for ILP
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
A Model-Based Approach for Learning to Identify Cardiac Arrhythmias
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
How to Upgrade Propositional Learners to First Order Logic: A Case Study
Machine Learning and Its Applications, Advanced Lectures
CL '00 Proceedings of the First International Conference on Computational Logic
Biochemical Knowledge Discovery Using Inductive Logic Programming
DS '98 Proceedings of the First International Conference on Discovery Science
Knowledge Discovery in Biological and Chemical Domains
DS '98 Proceedings of the First International Conference on Discovery Science
Experiments in Predicting Biodegradability
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
Extending K-Means Clustering to First-Order Representations
ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
A Note on Two Simple Transformations for Improving the Efficiency of an ILP System
ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
Relational Learning Using Constrained Confidence-Rated Boosting
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Demand-Driven Construction of Structural Features in ILP
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Theta-Subsumption in a Constraint Satisfaction Perspective
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
DS '01 Proceedings of the 4th International Conference on Discovery Science
Data mining tasks and methods: Rule discovery: inductive logic programming approaches
Handbook of data mining and knowledge discovery
Sciences: environmental sciences
Handbook of data mining and knowledge discovery
The generic rough set inductive logic programming (gRS--ILP) model
Data mining, rough sets and granular computing
Efficient algorithms for decision tree cross-validation
The Journal of Machine Learning Research
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
An empirical study of the use of relevance information in inductive logic programming
The Journal of Machine Learning Research
Ilp: a short look back and a longer look forward
The Journal of Machine Learning Research
Query transformations for improving the efficiency of ilp systems
The Journal of Machine Learning Research
Drug design, protein secondary structure prediction and functional genomics
ACM SIGBIO Newsletter - Special issue on biomedical applications of knowledge discovery in databases
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Analyzing & debugging ILP data mining query execution
Proceedings of the sixth international symposium on Automated analysis-driven debugging
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
ICML '05 Proceedings of the 22nd international conference on Machine learning
Propositionalization-based relational subgroup discovery with RSD
Machine Learning
Comparison of graph-based and logic-based multi-relational data mining
ACM SIGKDD Explorations Newsletter
2005 Speical Issue: Graph kernels for chemical informatics
Neural Networks - Special issue on neural networks and kernel methods for structured domains
Subdue: compression-based frequent pattern discovery in graph data
Proceedings of the 1st international workshop on open source data mining: frequent pattern mining implementations
Effective rule induction from labeled graphs
Proceedings of the 2006 ACM symposium on Applied computing
Maximally informative k-itemsets and their efficient discovery
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Randomised restarted search in ILP
Machine Learning
Mathematical applications of inductive logic programming
Machine Learning
Learning fuzzy rules with their implication operators
Data & Knowledge Engineering
First-Order Logical Neural Networks
International Journal of Hybrid Intelligent Systems - Recent developments in Hybrid Intelligent Systems
Integrating Naïve Bayes and FOIL
The Journal of Machine Learning Research
Learning from interpretations: a rooted kernel for ordered hypergraphs
Proceedings of the 24th international conference on Machine learning
Incremental learning and concept drift in INTHELEX
Intelligent Data Analysis
Fast Frequent Querying with Lazy Control Flow Compilation
Theory and Practice of Logic Programming
Margin-based first-order rule learning
Machine Learning
Fast estimation of first-order clause coverage through randomization and maximum likelihood
Proceedings of the 25th international conference on Machine learning
Classifying Chemical Compounds Using Contrast and Common Patterns
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
Inductive Logic Programming
Boosting Descriptive ILP for Predictive Learning in Bioinformatics
Inductive Logic Programming
A Mining Algorithm Using Property Items Extracted from Sampled Examples
Inductive Logic Programming
ILP Through Propositionalization and Stochastic k-Term DNF Learning
Inductive Logic Programming
ReMauve: A Relational Model Tree Learner
Inductive Logic Programming
Relational Data Mining Applied to Virtual Engineering of Product Designs
Inductive Logic Programming
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
Learning Qualitative Models of Physical and Biological Systems
Computational Discovery of Scientific Knowledge
A Genetic-Based Feature Construction Method for Data Summarisation
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Dynamic Aggregation of Relational Attributes Based on Feature Construction
ADBIS '08 Proceedings of the 12th East European conference on Advances in Databases and Information Systems
Mining Intervals of Graphs to Extract Characteristic Reaction Patterns
DS '08 Proceedings of the 11th International Conference on Discovery Science
Multirelational classification: a multiple view approach
Knowledge and Information Systems
A Learning Classifier System Approach to Relational Reinforcement Learning
Learning Classifier Systems
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Proceedings of the 2005 conference on Multi-Relational Data Mining
An Inductive Logic Programming Approach to Statistical Relational Learning
Proceedings of the 2005 conference on An Inductive Logic Programming Approach to Statistical Relational Learning
kFOIL: learning simple relational kernels
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
An l 1 Regularization Framework for Optimal Rule Combination
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part I
nFOIL: integrating Naïve Bayes and FOIL
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Learning first-order definitions of functions
Journal of Artificial Intelligence Research
Learning first-order definitions of functions
Journal of Artificial Intelligence Research
The predictive toxicology evaluation challenge
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Top-down induction of first-order logical decision trees
Artificial Intelligence
An ILP System for Learning Head Output Connected Predicates
EPIA '09 Proceedings of the 14th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
A fixed point semantics for logic programs extended with cuts
LOPSTR'02 Proceedings of the 12th international conference on Logic based program synthesis and transformation
Learning with feature description logics
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Lattice-search runtime distributions may be heavy-tailed
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Discretization numbers for multiple-instances problem in relational database
ADBIS'07 Proceedings of the 11th East European conference on Advances in databases and information systems
Revising first-order logic theories from examples through stochastic local search
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Probabilistic inductive logic programming
Probabilistic inductive logic programming
Learning with kernels and logical representations
Probabilistic inductive logic programming
G3P-MI: A genetic programming algorithm for multiple instance learning
Information Sciences: an International Journal
ILP, the blind, and the elephant: Euclidean embedding of co-proven queries
ILP'09 Proceedings of the 19th international conference on Inductive logic programming
Graph of words embedding for molecular structure-activity relationship analysis
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Graph characterization via backtrackless paths
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Good and bad practices in propositionalisation
AI*IA'05 Proceedings of the 9th conference on Advances in Artificial Intelligence
Pertinent background knowledge for learning protein grammars
ECML'06 Proceedings of the 17th European conference on Machine Learning
Numbers in multi-relational data mining
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Mining chemical compound structure data using inductive logic programming
AM'03 Proceedings of the Second international conference on Active Mining
Local patterns: theory and practice of constraint-based relational subgroup discovery
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Combining bayesian networks with higher-order data representations
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Efficient sampling in relational feature spaces
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Machine learning for systems biology
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Analyzing pathways using ASP-based approaches
ANB'10 Proceedings of the 4th international conference on Algebraic and Numeric Biology
Artificial Intelligence in Medicine
Subgroup discovery using bump hunting on multi-relational histograms
ILP'11 Proceedings of the 21st international conference on Inductive Logic Programming
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Dimensionality reduction in data summarization approach to learning relational data
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Exploiting domain knowledge to detect outliers
Data Mining and Knowledge Discovery
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