PAC-learnability of determinate logic programs
COLT '92 Proceedings of the fifth annual workshop on Computational learning theory
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Bayesian inductive logic programming
COLT '94 Proceedings of the seventh annual conference on Computational learning theory
Inductive logic programming: derivations, successes and shortcomings
ACM SIGART Bulletin
Applications of inductive logic programming
Communications of the ACM
Machine Learning - special issue on inductive logic programming
Generalization of Clauses Relative to a Theory
Machine Learning - special issue on inductive logic programming
Integrating Multiple Learning Strategies in First Order Logics
Machine Learning - Special issue on multistrategy learning
Genome scale prediction of protein functional class from sequence using data mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
An introduction to inductive logic programming and learning language in logic
Learning language in logic
ILP in part-of-speech tagging — an overview
Learning language in logic
Interactive document retrieval with relational learning
Proceedings of the 2001 ACM symposium on Applied computing
Approximate Match of Rules Using Backpropagation Neural Networks
Machine Learning
Logic-based artificial intelligence
Relational Data Mining
An introduction to inductive logic programming
Relational Data Mining
Four suggestions and a rule concerning the application of ILP
Relational Data Mining
Higher order generalization and its application in program verification
Annals of Mathematics and Artificial Intelligence
Scaling Up Inductive Logic Programming: An Evolutionary Wrapper Approach
Applied Intelligence
Automated Software Engineering
Data Mining and Knowledge Discovery
Data Mining and Knowledge Discovery
A Study of Two Sampling Methods for Analyzing Large Datasets with ILP
Data Mining and Knowledge Discovery
Symbolic vs. Connectionist Learning: An Experimental Comparison in a Structured Domain
IEEE Transactions on Knowledge and Data Engineering
Using a Symbolic Machine Learning Tool to Refine Lexico-syntactic Patterns
ECML '00 Proceedings of the 11th 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
Dealing with Imperfect Data by RS-ILP
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
The Variable Precision Rough Set Inductive Logic Programming Model and Web Usage Graphs
Proceedings of the Joint JSAI 2001 Workshop on New Frontiers in Artificial Intelligence
Evolving Logic Programs to Classify Chess-Endgame Positions
SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning
Learning in Clausal Logic: A Perspective on Inductive Logic Programming
Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part I
Computational Logic: Logic Programming and Beyond, Essays in Honour of Robert A. Kowalski, Part I
Incremental Learning of Functional Logic Programs
FLOPS '01 Proceedings of the 5th International Symposium on Functional and Logic Programming
A Text Mining Agents Based Architecture for Personal E-mail Filtering and Management
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
JELIA '98 Proceedings of the European Workshop on Logics in Artificial Intelligence
LPNMR '01 Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning
Conjecturing the Cognitive Plausibility of an ANN Theorem-Prover
IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I
Learning Logical Descriptions for Document Understanding: A Rough Sets-Based Approach
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
A Hybrid Model for Rule Discovery in Data
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
The Learning Shell: Automated Macro Construction
UM '01 Proceedings of the 8th International Conference on User Modeling 2001
Induction of Logic Programs Based on psi-Terms
ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory
A Strong Complete Schmema for Inductive Functional Logic Programming
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Acquiring Graphic Design Knowledge with Nonmonotonic Inductive Learning
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Searching the Subsumption Lattice by a Genetic Algorithm
ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
An Automated ILP Server in the Field of Bioinformatics
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Application of Pruning Techniques for Propositional Learning to Progol
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Data mining tasks and methods: Rule discovery: inductive logic programming approaches
Handbook of data mining and knowledge discovery
The generic rough set inductive logic programming (gRS--ILP) model
Data mining, rough sets and granular computing
Predicate Synthesis for Correcting Faulty Conjectures: The Proof Planning Paradigm
Automated Software Engineering
Learning comprehensible theories from structured data
Advanced lectures on machine learning
The Journal of Machine Learning Research
Multi-relational data mining: an introduction
ACM SIGKDD Explorations Newsletter
Knowledge maintenance: the state of the art
The Knowledge Engineering Review
Learning semantic-level information extraction rules by type-oriented ILP
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
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
Nonmonotonic inductive logic programming by instance patterns
Proceedings of the 9th ACM SIGPLAN international conference on Principles and practice of declarative programming
Minimal Distance-Based Generalisation Operators for First-Order Objects
Inductive Logic Programming
Logic and the Automatic Acquisition of Scientific Knowledge: An Application to Functional Genomics
Computational Discovery of Scientific Knowledge
Compile the Hypothesis Space: Do it Once, Use it Often
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
A General Similarity Framework for Horn Clause Logic
Fundamenta Informaticae
HTILDE: scaling up relational decision trees for very large databases
Proceedings of the 2009 ACM symposium on Applied Computing
Semi-supervised Clustering for Word Instances and Its Effect on Word Sense Disambiguation
CICLing '09 Proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing
A hybrid relational approach for WSD: first results
COLING ACL '06 Proceedings of the 21st International Conference on computational Linguistics and 44th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop
Learning from cooperation using justifications
Proceedings of the 2006 conference on Artificial Intelligence Research and Development
USP-IBM-1 and USP-IBM-2: the ILP-based systems for lexical sample WSD in SemEval-2007
SemEval '07 Proceedings of the 4th International Workshop on Semantic Evaluations
RHB+: a type-oriented ILP system learning from positive data
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
PRISM: a language for symbolic-statistical modeling
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Wrapper maintenance: a machine learning approach
Journal of Artificial Intelligence Research
Generalization of clauses under implication
Journal of Artificial Intelligence Research
Logic programming in artificial intelligence
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 1
View learning for statistical relational learning: with an application to mammography
IJCAI'05 Proceedings of the 19th international joint conference on 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
Plugging Taxonomic Similarity in First-Order Logic Horn Clauses Comparison
AI*IA '09: Proceedings of the XIth International Conference of the Italian Association for Artificial Intelligence Reggio Emilia on Emergent Perspectives in Artificial Intelligence
Unsupervised induction of sentence compression rules
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
Distributed generative data mining
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Tolerance rough set-inductive logic programming (RS-ILP)
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
A survey of automated deduction
Artificial intelligence today
The Knowledge Engineering Review
Generating explicit orderings for non-monotonic logics
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
An integrated framework for the diagnosis and correction of rule-based programs
Theoretical Computer Science
Assessing the contribution of shallow and deep knowledge sources for word sense disambiguation
Language Resources and Evaluation
Transformation and debugging of functional logic programs
A 25-year perspective on logic programming
Automatic induction of bellman-error features for probabilistic planning
Journal of Artificial Intelligence Research
Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming
Artificial Intelligence Review
Towards semantic annotation supported by dependency linguistics and ILP
ISWC'10 Proceedings of the 9th international semantic web conference on The semantic web - Volume Part II
A general multi-relational classification approach using feature generation and selection
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Concept of inductive programming supporting anthropomorphic information technology
Journal of Computer and Systems Sciences International
On complex event processing for real-time situational awareness
RuleML'2011 Proceedings of the 5th international conference on Rule-based reasoning, programming, and applications
Plugging numeric similarity in first-order logic horn clauses comparison
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
From inductive logic programming to relational data mining
JELIA'06 Proceedings of the 10th European conference on Logics in Artificial Intelligence
An analytical inductive functional programming system that avoids unintended programs
PEPM '12 Proceedings of the ACM SIGPLAN 2012 workshop on Partial evaluation and program manipulation
Studies on rough sets in multiple tables
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I
A survey on statistical relational learning
AI'10 Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence
Exploiting the translation context for multilingual WSD
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Abstraction refinement via inductive learning
CAV'05 Proceedings of the 17th international conference on Computer Aided Verification
Support vector inductive logic programming
DS'05 Proceedings of the 8th international conference on Discovery Science
A structural learning algorithm and its application to predictive toxicology evaluation
BVAI'05 Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence
Inductive logic programming by instance patterns
PADL'07 Proceedings of the 9th international conference on Practical Aspects of Declarative Languages
An integrated distance for atoms
FLOPS'10 Proceedings of the 10th international conference on Functional and Logic Programming
Event processing under uncertainty
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems
A General Similarity Framework for Horn Clause Logic
Fundamenta Informaticae
Compile the Hypothesis Space: Do it Once, Use it Often
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Learning Classification Programs: The Genetic Algorithm Approach
Fundamenta Informaticae
A general framework to encode heterogeneous information sources for contextual pattern mining
Proceedings of the 21st ACM international conference on Information and knowledge management
An approach to parallel class expression learning
RuleML'12 Proceedings of the 6th international conference on Rules on the Web: research and applications
Relational differential prediction
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Learning agents with evolving hypothesis classes
AGI'13 Proceedings of the 6th international conference on Artificial General Intelligence
Plane-based object categorisation using relational learning
Machine Learning
Alan Turing and the development of Artificial Intelligence
AI Communications - ECAI 2012 Turing and Anniversary Track
A Logic Framework for Incremental Learning of Process Models
Fundamenta Informaticae
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