Efficient top-down induction of logic programs
ACM SIGART Bulletin
Machine Learning - special issue on inductive logic programming
Learning to extract symbolic knowledge from the World Wide Web
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
Machine Learning for Intelligent Processing of Printed Documents
Journal of Intelligent Information Systems - Special issue on methodologies for intelligent information systems
A flexible learning system for wrapping tables and lists in HTML documents
Proceedings of the 11th international conference on World Wide Web
Extracting Context-Sensitive Models in Inductive Logic Programming
Machine Learning
Four suggestions and a rule concerning the application of ILP
Relational Data Mining
Scaling Up Inductive Logic Programming by Learning from Interpretations
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
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
Parallel Induction Algorithms for Large Samples
DS '98 Proceedings of the First International Conference on Discovery Science
Learning in Constraint Databases
DS '99 Proceedings of the Second International Conference on Discovery Science
Extending K-Means Clustering to First-Order Representations
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
Handbook of data mining and knowledge discovery
Efficient algorithms for decision tree cross-validation
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
Aggregation-based feature invention and relational concept classes
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Scalability and efficiency in multi-relational data mining
ACM SIGKDD Explorations Newsletter
Biological applications of multi-relational data mining
ACM SIGKDD Explorations Newsletter
Link mining: a new data mining challenge
ACM SIGKDD Explorations Newsletter
CrossMine: Efficient Classification Across Multiple Database Relations
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
The state of the art in ontology learning: a framework for comparison
The Knowledge Engineering Review
SAT-MOD: moderate itemset fittest for text classification
WWW '05 Special interest tracks and posters of the 14th international conference on World Wide Web
Mining relational databases with multi-view learning
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
An efficient multi-relational Naïve Bayesian classifier based on semantic relationship graph
MRDM '05 Proceedings of the 4th international workshop on Multi-relational mining
Efficient Classification across Multiple Database Relations: A CrossMine Approach
IEEE Transactions on Knowledge and Data Engineering
Adaptive information extraction
ACM Computing Surveys (CSUR)
Mining relational data through correlation-based multiple view validation
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
On Mining Instance-Centric Classification Rules
IEEE Transactions on Knowledge and Data Engineering
The effect of threshold values on association rule based classification accuracy
Data & Knowledge Engineering
A greedy classification algorithm based on association rule
Applied Soft Computing
Inductive learning from numerical and symbolic data: An integrated framework
Intelligent Data Analysis
A review of associative classification mining
The Knowledge Engineering Review
Data & Knowledge Engineering
An approach to mining the multi-relational imbalanced database
Expert Systems with Applications: An International Journal
Compact fuzzy association rule-based classifier
Expert Systems with Applications: An International Journal
International Journal of Business Intelligence and Data Mining
Boosting Descriptive ILP for Predictive Learning in Bioinformatics
Inductive Logic Programming
A Novel Rule Ordering Approach in Classification Association Rule Mining
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
A Method for Multi-relational Classification Using Single and Multi-feature Aggregation Functions
PKDD 2007 Proceedings of the 11th European conference on Principles and Practice of Knowledge Discovery in Databases
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
A Statistical Approach to Incremental Induction of First-Order Hierarchical Knowledge Bases
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Blind paraunitary equalization
Signal Processing
Multirelational classification: a multiple view approach
Knowledge and Information Systems
A method for extracting knowledge from medical texts including numerical representation
International Journal of Computer Applications in Technology
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Parallel ILP for distributed-memory architectures
Machine Learning
Analytical Inductive Functional Programming
Logic-Based Program Synthesis and Transformation
A multi-relational approach to spatial classification
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Data-driven Induction of Functional Programs
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
EMADS: An extendible multi-agent data miner
Knowledge-Based Systems
Exploring ant-based algorithms for gene expression data analysis
Artificial Intelligence in Medicine
Legal docket-entry classification: where machine learning stumbles
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Arguing from Experience to Classifying Noisy Data
DaWaK '09 Proceedings of the 11th International Conference on Data Warehousing and Knowledge Discovery
Improving the efficiency of inductive logic programming through the use of query packs
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
Learning semantic definitions of online information sources
Journal of Artificial Intelligence Research
Least generalizations and greatest specializations of sets of clauses
Journal of Artificial Intelligence Research
Learning first-order definitions of functions
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
Efficient itemset generator discovery over a stream sliding window
Proceedings of the 18th ACM conference on Information and knowledge management
Associative classification with artificial immune system
IEEE Transactions on Evolutionary Computation
FR3: a fuzzy rule learner for inducing reliable classifiers
IEEE Transactions on Fuzzy Systems
The graph neural network model
IEEE Transactions on Neural Networks
Improved classification based on predictive association rules
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Learnability of description logic programs
ILP'02 Proceedings of the 12th international conference on Inductive logic programming
Discovering executable semantic mappings between ontologies
OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems: CoopIS, DOA, ODBASE, GADA, and IS - Volume Part I
Exploring the power of heuristics and links in multi-relational data mining
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
Efficient generic association rules based classifier approach
CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications
Direct mining of discriminative patterns for classifying uncertain data
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Input space reduction for rule based classification
WSEAS Transactions on Information Science and Applications
Name entity recognition using inductive logic programming
Proceedings of the 2010 Symposium on Information and Communication Technology
The Advantages of Seed Examples in First-Order Multi-class Subgroup Discovery
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on 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
Similarity-Based Classification in Relational Databases
Fundamenta Informaticae
A clustering rule-based approach to predictive modeling
Proceedings of the 48th Annual Southeast Regional Conference
Sequential covering rule induction algorithm for variable consistency rough set approaches
Information Sciences: an International Journal
Building a highly-compact and accurate associative classifier
Applied Intelligence
First-Order Multi-class Subgroup Discovery
Proceedings of the 2010 conference on STAIRS 2010: Proceedings of the Fifth Starting AI Researchers' Symposium
Classification inductive rule learning with negated features
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
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
Krimp: mining itemsets that compress
Data Mining and Knowledge Discovery
A statistical data mining approach in bacteriology for bacterial identification
International Journal of Data Analysis Techniques and Strategies
Learning multi-class theories in ILP
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
BET: an inductive logic programming workbench
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
Learning from noisy data using a non-covering ILP algorithm
ILP'10 Proceedings of the 20th international conference on Inductive logic programming
Sentential association based text classification systems
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Compression picks item sets that matter
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Efficient classification from multiple heterogeneous databases
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
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
Support vector machine approach for fast classification
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
GARC: a new associative classification approach
DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery
Associative classification based on correlation analysis
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
Mining correlated rules for associative classification
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Threshold tuning for improved classification association rule mining
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Associative classification in text categorization
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
CrossMine: efficient classification across multiple database relations
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
Random walk inference and learning in a large scale knowledge base
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Learning logic rules for scene interpretation based on markov logic networks
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
CLEF'04 Proceedings of the 5th conference on Cross-Language Evaluation Forum: multilingual Information Access for Text, Speech and Images
Strategies to parallelize ILP systems
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Common sense reasoning – from cyc to intelligent assistant
Ambient Intelligence in Everyday Life
Learning probabilistic description logics: a framework and algorithms
MICAI'11 Proceedings of the 10th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Collective intelligence as a source for machine learning self-supervision
Proceedings of the 4th International Workshop on Web Intelligence & Communities
An evolutionary approach to rank class association rules with feedback mechanism
Expert Systems with Applications: An International Journal
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Combining heterogeneous classifiers for relational databases
Pattern Recognition
Concept learning for EL++ by refinement and reinforcement
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
A bayesian approach for classification rule mining in quantitative databases
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
X-Class: Associative Classification of XML Documents by Structure
ACM Transactions on Information Systems (TOIS)
Reducing the size of databases for multirelational classification: a subgraph-based approach
Journal of Intelligent Information Systems
Journal of Intelligent Manufacturing
Query generation for semantic datasets
Proceedings of the seventh international conference on Knowledge capture
Autonomously reviewing and validating the knowledge base of a never-ending learning system
Proceedings of the 22nd international conference on World Wide Web companion
Editorial: Parameter-free classification in multi-class imbalanced data sets
Data & Knowledge Engineering
Exploiting domain knowledge to detect outliers
Data Mining and Knowledge Discovery
Coupling as Strategy for Reducing Concept-Drift in Never-ending Learning Environments
Fundamenta Informaticae - Cognitive Informatics and Computational Intelligence: Theory and Applications
Automatic Learning of Temporal Relations Under the Closed World Assumption
Fundamenta Informaticae - Cognitive Informatics and Computational Intelligence: Theory and Applications
CAR-NF: A classifier based on specific rules with high netconf
Intelligent Data Analysis
| Hi-index | 0.06 |