Inductive logic programming: derivations, successes and shortcomings
ACM SIGART Bulletin
ACM SIGART Bulletin
Inductive logic programming and learnability
ACM SIGART Bulletin
Efficient top-down induction of logic programs
ACM SIGART Bulletin
Applications of inductive logic programming
ACM SIGART Bulletin
PODS '94 Proceedings of the thirteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Applications of inductive logic programming
Communications of the ACM
Exploring the Power of Genetic Search in Learning Symbolic Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Machine Learning - special issue on inductive logic programming
Machine Learning - special issue on inductive logic programming
Learning Qualitative Models of Dynamic Systems
Machine Learning - special issue on inductive logic programming
PAL: A Pattern-Based First-Order Inductive System
Machine Learning - special issue on inductive logic programming
Pruning Algorithms for Rule Learning
Machine Learning
Lazy Incremental Learning of Control Knowledge for EfficientlyObtaining Quality Plans
Artificial Intelligence Review - Special issue on lazy learning
Integrating Multiple Learning Strategies in First Order Logics
Machine Learning - Special issue on multistrategy learning
A Multistrategy Approach to Relational Knowledge Discovery inDatabases
Machine Learning - Special issue on multistrategy learning
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Enhanced hypertext categorization using hyperlinks
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Hardness Results for Learning First-Order Representations and Programming by Demonstration
Machine Learning - Special issue on the ninth annual conference on computational theory (COLT '96)
Information extraction from HTML: application of a general machine learning approach
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Separate-and-Conquer Rule Learning
Artificial Intelligence Review
Guest Editors‘ Introduction: Machine Learning and Natural Language
Machine Learning - Special issue on natural language learning
Learning Information Extraction Rules for Semi-Structured and Free Text
Machine Learning - Special issue on natural language learning
Machine Learning
Relational learning of pattern-match rules for information extraction
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
A simple, fast, and effective rule learner
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Resource-bounded Relational Reasoning: Induction and Deduction Through Stochastic Matching
Machine Learning - Special issue on multistrategy learning
Strategies in Combined Learning via Logic Programs
Machine Learning - Special issue on multistrategy learning
Refining Numerical Constants in First Order Logic Theories
Machine Learning - Special issue on multistrategy learning
Machine Learning for Information Extraction in Informal Domains
Machine Learning - Special issue on information retrieval
An introduction to inductive logic programming and learning language in logic
Learning language in logic
Achievements and prospects of learning word morphology with inductive logic programming
Learning language in logic
Induction of recursive transfer rules
Learning language in logic
Improving learning by choosing examples intelligently in two natural language tasks
Learning language in logic
Bottom-Up Induction of Feature Terms
Machine Learning
Dynamically Discovering Likely Program Invariants to Support Program Evolution
IEEE Transactions on Software Engineering - Special issue on 1999 international conference on software engineering
An extended transformation approach to inductive logic programming
ACM Transactions on Computational Logic (TOCL) - Special issue devoted to Robert A. Kowalski
Understanding the Crucial Role of AttributeInteraction in Data Mining
Artificial Intelligence Review
Approximate Match of Rules Using Backpropagation Neural Networks
Machine Learning
An introduction to inductive logic programming
Relational Data Mining
Inductive logic programming for knowedge discovery in databases
Relational Data Mining
Three companions for data mining in first order logic
Relational Data Mining
How to upgrade propositional learners to first order logic: case study
Relational Data Mining
Relational learning and boosting
Relational Data Mining
Relational data mining applications: an overview
Relational Data Mining
Machine learning and inductive logic programming for multi-agent systems
Mutli-agents systems and applications
Generalization and specialization strategies for learning r.e. languages
Annals of Mathematics and Artificial Intelligence
A Recency Inference Engine for Connectionist Knowledge Bases
Applied Intelligence
A Hybrid Architecture for Situated Learning of Reactive Sequential Decision Making
Applied Intelligence
Data Mining and Knowledge Discovery
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
High-Performance Commercial Data Mining: A Multistrategy Machine Learning Application
Data Mining and Knowledge Discovery
The Frame Problem: An AI Fairy Tale
Minds and Machines
Bump hunting in high-dimensional data
Statistics and Computing
Phase Transitions in Relational Learning
Machine Learning
Relational Reinforcement Learning
Machine Learning
Toward effective knowledge acquisition with first-order logic induction
Journal of Computer Science and Technology
A Study of Approaches to Hypertext Categorization
Journal of Intelligent Information Systems
Combining Classifiers with Meta Decision Trees
Machine Learning
IEEE Transactions on Knowledge and Data Engineering
Symbolic vs. Connectionist Learning: An Experimental Comparison in a Structured Domain
IEEE Transactions on Knowledge and Data Engineering
Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist Search
IEEE Expert: Intelligent Systems and Their Applications
IEEE Expert: Intelligent Systems and Their Applications
Inducing Logic Programs With Genetic Algorithms: The Genetic Logic Programming System
IEEE Expert: Intelligent Systems and Their Applications
Interpreting microarray expression data using text annotating the genes
Information Sciences—Applications: An International Journal
Knowledge discovery with second-order relations
Knowledge and Information Systems
Distributed mining of classification rules
Knowledge and Information Systems
ENIGMA: A System That Learns Diagnostic Knowledge
IEEE Transactions on Knowledge and Data Engineering
Inductive Learning in Deductive Databases
IEEE Transactions on Knowledge and Data Engineering
IEEE Transactions on Knowledge and Data Engineering
Discovering Strong Principles of Expressive Music Performance with the PLCG Rule Learning Strategy
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Using Multiple Clause Constructors in Inductive Logic Programming for Semantic Parsing
EMCL '01 Proceedings of the 12th European Conference on Machine Learning
Challenges for Inductive Logic Programming
EPIA '99 Proceedings of the 9th Portuguese Conference on Artificial Intelligence: Progress in Artificial Intelligence
Learning Robot Control by Relational Concept Induction with Iteratively Controlled Examples
EWLR-8 Proceedings of the 8th European Workshop on Learning Robots: Advances in Robot Learning
Induction of Decision Multi-trees Using Levin Search
ICCS '02 Proceedings of the International Conference on Computational Science-Part I
Prototyping Structural Shape Descriptions by Inductive Learning
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Abstraction and Phase Transitions in Relational Learning
SARA '02 Proceedings of the 4th International Symposium on Abstraction, Reformulation, and Approximation
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Prototype Learning with Attributed Relational Graphs
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Parallel Techniques for Rule-Based Scene Interpretation
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
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
Machine Learning for Data Mining in Medicine
AIMDM '99 Proceedings of the Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making
Machine Learning and Inductive Logic Programming for Multi-agent Systems
EASSS '01 Selected Tutorial Papers from the 9th ECCAI Advanced Course ACAI 2001 and Agent Link's 3rd European Agent Systems Summer School on Multi-Agent Systems and Applications
Generalized Graph Colorability and Compressibility of Boolean Formulae
ISAAC '98 Proceedings of the 9th International Symposium on Algorithms and Computation
Representation of Incomplete Knowledge by Induction of Default Theories
LPNMR '01 Proceedings of the 6th International Conference on Logic Programming and Nonmonotonic Reasoning
Can Relational Learning Scale Up?
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Learning Relational Clichés with Contextual LGG
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Modelling Learners of a Control Task with Inductive Logic Programming: A Case Study
MICAI '02 Proceedings of the Second Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence
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
An Induction Algorithm Based on Fuzzy Logic Programming
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Discovering Protein Functional Models Using Inductive Logic Programming
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Selecting a Relevant Set of Examples to Learn IE-Rules
Proceedings of the 14th International conference on Industrial and engineering applications of artificial intelligence and expert systems: engineering of intelligent systems
A Framework for Object-Based Image Retrieval at the Semantic Level
VISUAL '99 Proceedings of the Third International Conference on Visual Information and Information Systems
How to Upgrade Propositional Learners to First Order Logic: A Case Study
Machine Learning and Its Applications, Advanced Lectures
Learning Rewrite Rules versus Search Control Rules to Improve Plan Quality
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Relational Learning with Transfer of Knowledge Between Domains
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Learning from Multiple Bayesian Networks for the Revision and Refinement of Expert Systems
KI '02 Proceedings of the 25th Annual German Conference on AI: Advances in Artificial Intelligence
Scalability Issues in Inductive Logic Programming
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
LIME: A System for Learning Relations
ALT '98 Proceedings of the 9th International Conference on Algorithmic Learning Theory
On the Hardness of Learning Acyclic Conjunctive Queries
ALT '00 Proceedings of the 11th International Conference on Algorithmic Learning Theory
A Pathology of Bottom-Up Hill-Climbing in Inductive Rule Learning
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Learning with Globally Predictive Tests
DS '98 Proceedings of the First International Conference on Discovery Science
A Noise Resistant Model Inference System
DS '99 Proceedings of the Second International Conference on Discovery Science
Combining Divide-and-Conquer and Separate-and-Conquer for Efficient and Effective Rule Induction
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
Refining Complete Hypotheses in ILP
ILP '99 Proceedings of the 9th International Workshop on Inductive Logic Programming
A Logical Database Mining Query Language
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
Induction of Recursive Theories in the Normal ILP Setting: Issues and Solutions
ILP '00 Proceedings of the 10th International Conference on Inductive Logic Programming
A Refinement Operator for Theories
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Learning Logic Programs with Neural Networks
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
Can model-based and case-based expert systems operate together?
ITC '98 Proceedings of the 1998 IEEE International Test Conference
Relational Learning: Hard Problems and Phase Transitions
AI*IA '99 Proceedings of the 6th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Resampling vs Reweighting in Boosting a Relational Weak Learner
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
A Monte Carlo Approach to Hard Relational Learning Problems
AI*IA 01 Proceedings of the 7th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Fuzzy classification trees for data analysis
Fuzzy Sets and Systems
Knowledge discovery in databases: the purpose, necessity, and challenges
Handbook of data mining and knowledge discovery
Data mining tasks and methods: Rule discovery: inductive logic programming approaches
Handbook of data mining and knowledge discovery
Knowledge evaluation: statistical evaluations
Handbook of data mining and knowledge discovery
Predicate Synthesis for Correcting Faulty Conjectures: The Proof Planning Paradigm
Automated Software Engineering
Unsupervised learning of mDTD extraction patterns for web text mining
Information Processing and Management: an International Journal
Intelligent data analysis
Filtering Multi-Instance Problems to Reduce Dimensionality in Relational Learning
Journal of Intelligent Information Systems
Relational concept learning by cooperative evolution
Journal of Experimental Algorithmics (JEA)
Learning rules and their exceptions
The Journal of Machine Learning Research
Bottom-up relational learning of pattern matching rules for information extraction
The Journal of Machine Learning Research
Relational learning as search in a critical region
The Journal of Machine Learning Research
Query transformations for improving the efficiency of ilp systems
The Journal of Machine Learning Research
The Journal of Machine Learning Research
In search of the Horowitz factor
AI Magazine
Multi-relational data mining: an introduction
ACM SIGKDD Explorations Newsletter
Scalability and efficiency in multi-relational data mining
ACM SIGKDD Explorations Newsletter
Biological applications of multi-relational data mining
ACM SIGKDD Explorations Newsletter
Pattern Recognition Letters
Learning Generalized Policies from Planning Examples Using Concept Languages
Applied Intelligence
Learning to set up numerical optimizations of engineering designs
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
A portable method for acquiring information extraction patterns without annotated corpora
Natural Language Engineering
Learning rules for information extraction
Natural Language Engineering
The Knowledge Engineering Review
Toward general-purpose learning for information extraction
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 1
Fast Theta-Subsumption with Constraint Satisfaction Algorithms
Machine Learning
Sources of Success for Boosted Wrapper Induction
The Journal of Machine Learning Research
Transfer of Experience Between Reinforcement Learning Environments with Progressive Difficulty
Artificial Intelligence Review
A comparison of rough set methods and representative inductive learning algorithms
Fundamenta Informaticae - Special issue on the 9th international conference on rough sets, fuzzy sets, data mining and granular computing (RSFDGrC 2003)
A hybrid decision tree/genetic algorithm method for data mining
Information Sciences: an International Journal - Special issue: Soft computing data mining
CLIP4: hybrid inductive machine learning algorithm that generates inequality rules
Information Sciences: an International Journal - Special issue: Soft computing data mining
ICML '04 Proceedings of the twenty-first international conference on Machine learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Kernels and Distances for Structured Data
Machine Learning
An Efficient Algorithm for Discovering Frequent Subgraphs
IEEE Transactions on Knowledge and Data Engineering
Machine-Learning Techniques for Software Product Quality Assessment
QSIC '04 Proceedings of the Quality Software, Fourth International Conference
Learning to extract information from large domain-specific websites using sequential models
ACM SIGKDD Explorations Newsletter
Automatic Development of an Abstract Context Model for an Intelligent Environment
PERCOMW '05 Proceedings of the Third IEEE International Conference on Pervasive Computing and Communications Workshops
Induction from answer sets in nonmonotonic logic programs
ACM Transactions on Computational Logic (TOCL)
Information extraction with automatic knowledge expansion
Information Processing and Management: an International Journal
Can user models be learned at all? Inherent problems in machine learning for user modelling
The Knowledge Engineering Review
Evolutionary approaches to fuzzy modelling for classification
The Knowledge Engineering Review
Evolutionary Radial Basis Functions for Credit Assessment
Applied Intelligence
A first order logic classifier system
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
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
Learning the structure of Markov logic networks
ICML '05 Proceedings of the 22nd international conference on Machine learning
Supervised versus multiple instance learning: an empirical comparison
ICML '05 Proceedings of the 22nd international conference on Machine learning
CTC — Correlating Tree Patterns for Classification
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Supervised learning of an abstract context model for an intelligent environment
Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies
Propositionalization-based relational subgroup discovery with RSD
Machine Learning
Comparison of graph-based and logic-based multi-relational data mining
ACM SIGKDD Explorations Newsletter
Learning IE rules for a set of related concepts
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
EMNLP '00 Proceedings of the 2000 Joint SIGDAT conference on Empirical methods in natural language processing and very large corpora: held in conjunction with the 38th Annual Meeting of the Association for Computational Linguistics - Volume 13
Discovery of empirical theories based on the measurement theory
Minds and Machines - Machine learning as experimental philosophy of science
Offline Arabic Handwriting Recognition: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive information extraction
ACM Computing Surveys (CSUR)
Evolutionary concept learning in first order logic: an overview
AI Communications
Information extraction from structured documents using k-testable tree automaton inference
Data & Knowledge Engineering
Prediction-hardness of acyclic conjunctive queries
Theoretical Computer Science - Algorithmic learning theory (ALT 2000)
A Voting Method for the Classification of Web Pages
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Learning fuzzy rules with their implication operators
Data & Knowledge Engineering
Sequential inference with reliable observations: learning to construct force-dynamic models
Artificial Intelligence
Inductive Synthesis of Functional Programs: An Explanation Based Generalization Approach
The Journal of Machine Learning Research
Integrating Naïve Bayes and FOIL
The Journal of Machine Learning Research
Learning Horn Expressions with LOGAN-H
The Journal of Machine Learning Research
Buyer agent to enhance consumer awareness: SAATHI
Electronic Commerce Research and Applications
Bottom-up learning of Markov logic network structure
Proceedings of the 24th international conference on Machine learning
Learning from interpretations: a rooted kernel for ordered hypergraphs
Proceedings of the 24th international conference on Machine learning
Nonmonotonic inductive logic programming by instance patterns
Proceedings of the 9th ACM SIGPLAN international conference on Principles and practice of declarative programming
Ontology learning: state of the art and open issues
Information Technology and Management
Relational peculiarity-oriented mining
Data Mining and Knowledge Discovery
Connectionist construction of prototypes from decision trees for graph classification
Intelligent Data Analysis
Inductive learning from numerical and symbolic data: An integrated framework
Intelligent Data Analysis
An experimental evaluation of simplicity in rule learning
Artificial Intelligence
Data & Knowledge Engineering
Search-intensive concept induction
Evolutionary Computation
Introduction to the special issue: Trends in evolutionary methods for program induction
Evolutionary Computation
Evolutionary program induction directed by logic grammars
Evolutionary Computation
LFOIL: Linguistic rule induction in the label semantics framework
Fuzzy Sets and Systems
Arguing and explaining classifications
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Improving inductive logic programming by using simulated annealing
Information Sciences: an International Journal
Modelling affective-based music compositional intelligence with the aid of ANS analyses
Knowledge-Based Systems
An inductive database and query language in the relational model
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Mining library specifications using inductive logic programming
Proceedings of the 30th international conference on Software engineering
EVOLVING NEURAL-SYMBOLIC SYSTEMS GUIDED BY ADAPTIVE TRAINING SCHEMES: APPLICATIONS IN FINANCE
Applied Artificial Intelligence
Structured machine learning: the next ten years
Machine Learning
Extension of the Top-Down Data-Driven Strategy to ILP
Inductive Logic Programming
UM '07 Proceedings of the 11th international conference on User Modeling
Interpreting Low and High Order Rules: A Granular Computing Approach
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
ITS '08 Proceedings of the 9th international conference on Intelligent Tutoring Systems
Control of Hypothesis Space Using Meta-knowledge in Inductive Learning
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Learning Rules for Semantic Video Event Annotation
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
Discriminative Structure Learning of Markov Logic Networks
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
DL-FOIL Concept Learning in Description Logics
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
SINDBAD and SiQL: An Inductive Database and Query Language in the Relational Model
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Learning ontology rules for semantic video annotation
MS '08 Proceedings of the 2nd ACM workshop on Multimedia semantics
A Learning Classifier System Approach to Relational Reinforcement Learning
Learning Classifier Systems
Just Add Weights: Markov Logic for the Semantic Web
Uncertainty Reasoning for the Semantic Web I
Towards Machine Learning on the Semantic Web
Uncertainty Reasoning for the Semantic Web I
A phenotypic genetic algorithm for inductive logic programming
Expert Systems with Applications: An International Journal
Foundations and Trends in Databases
Parallel ILP for distributed-memory architectures
Machine Learning
Negative Encoding Length as a Subjective Interestingness Measure for Groups of Rules
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
ILP-based concept discovery in multi-relational data mining
Expert Systems with Applications: An International Journal
Predicting Students' Performance with SimStudent: Learning Cognitive Skills from Observation
Proceedings of the 2007 conference on Artificial Intelligence in Education: Building Technology Rich Learning Contexts That Work
Algorithms and Architectures of Artificial Intelligence
Proceedings of the 2007 conference on Algorithms and Architectures of Artificial Intelligence
Structure Learning of Markov Logic Networks through Iterated Local Search
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
Analyzing Transitive Rules on a Hybrid Concept Discovery System
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Search bias, language bias and genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
Learning recursive functions from noisy examples using generic genetic programming
GECCO '96 Proceedings of the 1st annual conference on Genetic and evolutionary computation
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
kFOIL: learning simple relational kernels
AAAI'06 Proceedings of the 21st national conference on Artificial intelligence - Volume 1
Constructive Adaptive User Interfaces Based on Brain Waves
Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques
Learning from ambiguously labeled examples
Intelligent Data Analysis - Selected papers from IDA2005, Madrid, Spain
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
The difficulties of learning logic programs with cut
Journal of Artificial Intelligence Research
nFOIL: integrating Naïve Bayes and FOIL
AAAI'05 Proceedings of the 20th national conference on Artificial intelligence - Volume 2
Unbiased assessment of learning algorithms
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Tractable induction and classification in first order logic via stochastic matching
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
RHB+: a type-oriented ILP system learning from positive data
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Learning to improve both efficiency and quality of planning
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
ILP with noise and fixed example size: a Bayesian approach
IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2
Machine learning techniques to make computers easier to use
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
Induction of first-order decision lists: results on learning the past tense of English verbs
Journal of Artificial Intelligence Research
Further experimental evidence against the utility of Occam's razor
Journal of Artificial Intelligence Research
Learning first-order definitions of functions
Journal of Artificial Intelligence Research
Cached sufficient statistics for efficient machine learning with large datasets
Journal of Artificial Intelligence Research
Journal of Artificial Intelligence Research
Learning first-order definitions of functions
Journal of Artificial Intelligence Research
Pac-learning recursive logic programs: efficient algorithms
Journal of Artificial Intelligence Research
Pac-learning recursive logic programs: negative results
Journal of Artificial Intelligence Research
Estimating the accuracy of learned concepts
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
SMART+: a multi-strategy learning tool
IJCAI'93 Proceedings of the 13th international joint conference on Artifical intelligence - Volume 2
Acquisition of human feelings in music arrangement
IJCAI'97 Proceedings of the 15th international joint conference on Artifical intelligence - Volume 1
Constructive induction: a version space-based approach
IJCAI'99 Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2
Spaces of theories with ideal refinement operators
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Determinate literals in inductive logic programming
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
Learning structural decision trees from examples
IJCAI'91 Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2
DRILA: a distributed relational inductive learning algorithm
WSEAS Transactions on Computers
IntEx: a syntactic role driven protein-protein interaction extractor for bio-medical text
ISMB '05 Proceedings of the ACL-ISMB Workshop on Linking Biological Literature, Ontologies and Databases: Mining Biological Semantics
Learning on the phase transition edge
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Relational learning via propositional algorithms: an information extraction case study
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Oversearching and layered search in empirical learning
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
Covering vs divide-and-conquer for top-down induction of logic programs
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
AILP abductive inductive logic programming
IJCAI'95 Proceedings of the 14th international joint conference on Artificial intelligence - Volume 2
The complexity of theory revision
Artificial Intelligence
Inductive learning of search control rules for planning
Artificial Intelligence
Sequential inference with reliable observations: Learning to construct force-dynamic models
Artificial Intelligence
FR3: a fuzzy rule learner for inducing reliable classifiers
IEEE Transactions on Fuzzy Systems
A survey of online failure prediction methods
ACM Computing Surveys (CSUR)
Learning Large Margin First Order Decision Lists for Multi-Class Classification
DS '09 Proceedings of the 12th International Conference on Discovery Science
Unsupervised induction of sentence compression rules
UCNLG+Sum '09 Proceedings of the 2009 Workshop on Language Generation and Summarisation
The subsumption lattice and query learning
Journal of Computer and System Sciences
An efficient algorithm for automatic knowledge acquisition
Pattern Recognition
Learning an ensemble of semantic parsers for building dialog-based natural language interfaces
KI'06 Proceedings of the 29th annual German conference on Artificial intelligence
Modelling citation networks for improving scientific paper classification performance
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
An emotion-driven musical piece generator for a constructive adaptive user interface
PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence
Learning first order fuzzy logic rules
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
Using domain knowledge in ILP to discover protein functional models
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Efficient and effective induction of first order decision lists
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Learning with feature description logics
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Autocorrelation and linkage cause bias in evaluation of relational learners
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
RSD: relational subgroup discovery through first-order feature construction
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Learning structure and parameters of stochastic logic programs
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Noise-resistant incremental relational learning using possible worlds
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Mining models of exceptional objects through rule learning
Proceedings of the 2010 ACM Symposium on Applied Computing
An application of rough sets to Monk's problems solving
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Exploiting propositionalization based on random relational rules for semi-supervised learning
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Clustering relational data based on randomized propositionalization
ILP'07 Proceedings of the 17th international conference on Inductive logic programming
Learning with kernels and logical representations
Probabilistic inductive logic programming
Probabilistic inductive logic programming
Arguing and explaining classifications
ArgMAS'07 Proceedings of the 4th international conference on Argumentation in multi-agent systems
Adaptive information extraction: core technologies for information agents
Intelligent information agents
Inductive logic programming in databases: From datalog to $\mathcal{dl}+log}^{\neg\vee}$
Theory and Practice of Logic Programming
A minimal encoding approach to feature discovery
AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 2
Towards learning rules from natural texts
FAM-LbR '10 Proceedings of the NAACL HLT 2010 First International Workshop on Formalisms and Methodology for Learning by Reading
Discrimination-based constructive induction of logic programs
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Learning relations by pathfinding
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Learning in FOL with a similarity measure
AAAI'92 Proceedings of the tenth national conference on Artificial intelligence
Cryptographic limitations on learning one-clause logic programs
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Pac-learning a restricted class of recursive logic programs
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Finding accurate frontiers: a knowledge-intensive approach to relational learning
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Learning from an approximate theory and noisy examples
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
Learning semantic grammars with constructive inductive logic programming
AAAI'93 Proceedings of the eleventh national conference on Artificial intelligence
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Transferring and retraining learned information filters
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Learning first-order Horn clauses from web text
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Time-sensitive feature mining for temporal sequence classification
PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence
A novel application of theory refinement to student modeling
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
Learning trees and rules with set-valued features
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 1
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Multi-strategy learning of search control for partial-order planning
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Sequential covering rule induction algorithm for variable consistency rough set approaches
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Context-sensitive refinements for stochastic optimisation algorithms in inductive logic programming
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Boosting learning and inference in Markov logic through metaheuristics
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Combining contents and citations for scientific document classification
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IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning
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AM'03 Proceedings of the Second international conference on Active Mining
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AM'03 Proceedings of the Second international conference on Active Mining
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Expert Systems with Applications: An International Journal
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ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
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MIWAI'11 Proceedings of the 5th international conference on Multi-Disciplinary Trends in Artificial Intelligence
Minimum multiple characterization of biological data using partially defined boolean formulas
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Fundamenta Informaticae - Machine Learning in Bioinformatics
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Automatic Learning of Temporal Relations Under the Closed World Assumption
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This paper describes FOIL, a system that learns Horn clauses from data expressed as relations. FOIL is based on ideas that have proved effective in attribute-value learning systems, but extends them to a first-order formalism. This new system has been applied successfully to several tasks taken from the machine learning literature.