Pruning and summarizing the discovered associations

Pruning and summarizing the discovered associations

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Mining association rules with multiple minimum supports

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Mining interesting knowledge using DM-II

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Transversing itemset lattices with statistical metric pruning

PODS '00 Proceedings of the nineteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Generating non-redundant association rules

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Small is beautiful: discovering the minimal set of unexpected patterns

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Multi-level organization and summarization of the discovered rules

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Visualizing association rules with interactive mosaic plots

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

A data mining framework for optimal product selection in retail supermarket data: the generalized PROFSET model

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Exploration mining in diabetic patients databases: findings and conclusions

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Web for data mining: organizing and interpreting the discovered rules using the Web

ACM SIGKDD Explorations Newsletter

Understanding the crucial differences between classification and discovery of association rules: a position paper

ACM SIGKDD Explorations Newsletter

Using quantitative information for efficient association rule generation

ACM SIGMOD Record

Identifying non-actionable association rules

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Discovering the set of fundamental rule changes

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Real world performance of association rule algorithms

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining

Understanding the Crucial Role of AttributeInteraction in Data Mining

Artificial Intelligence Review

Visualizing web site comparisons

Proceedings of the 11th international conference on World Wide Web

Expert-Driven Validation of Rule-Based User Models in Personalization Applications

Data Mining and Knowledge Discovery

Detecting Group Differences: Mining Contrast Sets

Data Mining and Knowledge Discovery

Analyzing the Subjective Interestingness of Association Rules

IEEE Intelligent Systems

Applying Objective Interestingness Measures in Data Mining Systems

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

The TwoKey Plot for Multiple Association Rules Control

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Web for Data Mining Applications

COMPSAC '00 24th International Computer Software and Applications Conference

A Data Mining Approach to New Library Book Recommendations

ICADL '02 Proceedings of the 5th International Conference on Asian Digital Libraries: Digital Libraries: People, Knowledge, and Technology

Using Closed Itemsets for Discovering Representative Association Rules

ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems

Reducing Number of Decision Rules by Joining

TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing

Mining Optimal Class Association Rule Set

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Pruning Redundant Association Rules Using Maximum Entropy Principle

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

In Pursuit of Interesting Patterns with Undirected Discovery of Exception Rules

Progress in Discovery Science, Final Report of the Japanese Discovery Science Project

Pattern Detection and Discovery

Proceedings of the ESF Exploratory Workshop on Pattern Detection and Discovery

Mining Indirect Associations in Web Data

WEBKDD '01 Revised Papers from the Third International Workshop on Mining Web Log Data Across All Customers Touch Points

Answering the Most Correlated N Association Rules Efficiently

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Selecting the right interestingness measure for association patterns

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Handling very large numbers of association rules in the analysis of microarray data

Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining

Scoring and ranking the data using association rules

Data mining, rough sets and granular computing

CrystalBall: a framework for mining variants of association rules

ADC '03 Proceedings of the 14th Australasian database conference - Volume 17

Itemset Trees for Targeted Association Querying

IEEE Transactions on Knowledge and Data Engineering

Mining Significant Pairs of Patterns from Graph Structures with Class Labels

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Building an Association Rules Framework to Improve Product Assortment Decisions

Data Mining and Knowledge Discovery

Mining Informative Rule Set for Prediction

Journal of Intelligent Information Systems

Experiences in building a tool for navigating association rule result sets

ACSW Frontiers '04 Proceedings of the second workshop on Australasian information security, Data Mining and Web Intelligence, and Software Internationalisation - Volume 32

Mining Surprising Periodic Patterns

Data Mining and Knowledge Discovery

Mining Non-Redundant Association Rules

Data Mining and Knowledge Discovery

Pruning and Visualizing Generalized Association Rules in Parallel Coordinates

IEEE Transactions on Knowledge and Data Engineering

Essential classification rule sets

ACM Transactions on Database Systems (TODS)

Generating a Condensed Representation for Association Rules

Journal of Intelligent Information Systems

Using information retrieval techniques for supporting data mining

Data & Knowledge Engineering

Mining top-K covering rule groups for gene expression data

Proceedings of the 2005 ACM SIGMOD international conference on Management of data

On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery

IEEE Transactions on Knowledge and Data Engineering

Association mining

ACM Computing Surveys (CSUR)

Clustering web images using association rules, interestingness measures, and hypergraph partitions

ICWE '06 Proceedings of the 6th international conference on Web engineering

Assessing data mining results via swap randomization

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Discovering significant rules

Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining

Mining frequent geographic patterns with knowledge constraints

GIS '06 Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems

Association rules mining using heavy itemsets

Data & Knowledge Engineering

Association mining in time-varying domains

Intelligent Data Analysis

Searching for high-support itemsets in itemset trees

Intelligent Data Analysis

Using metarules to organize and group discovered association rules

Data Mining and Knowledge Discovery

Efficient mining of generalized association rules with non-uniform minimum support

Data & Knowledge Engineering

First-order temporal pattern mining with regular expression constraints

Data & Knowledge Engineering

Discovering Significant Patterns

Machine Learning

Incremental development of CBR strategies for computing project cost probabilities

Advanced Engineering Informatics

On the strength of hyperclique patterns for text categorization

Information Sciences: an International Journal

Assessing data mining results via swap randomization

ACM Transactions on Knowledge Discovery from Data (TKDD)

Managing large collections of data mining models

Communications of the ACM - Alternate reality gaming

Redundant association rules reduction techniques

International Journal of Business Intelligence and Data Mining

Layered critical values: a powerful direct-adjustment approach to discovering significant patterns

Machine Learning

Exploiting temporal relations in mining hepatitis data

New Generation Computing

Visual Exploration of Frequent Itemsets and Association Rules

Visual Data Mining

Visual Mining of Association Rules

Visual Data Mining

Relative Linkage Disequilibrium: A New Measure for Association Rules

ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects

Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams

DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery

Minimum-Size Bases of Association Rules

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

Reducing uninteresting spatial association rules in geographic databases using background knowledge: a summary of results

International Journal of Geographical Information Science

Blind paraunitary equalization

Signal Processing

Combined Pattern Mining: From Learned Rules to Actionable Knowledge

AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

Post-processing of associative classification rules using closed sets

Expert Systems with Applications: An International Journal

An expert system to identify transcription factor binding target genes by phylogenetic footprinting

Expert Systems with Applications: An International Journal

Discovering unexpected documents in corpora

Knowledge-Based Systems

A comprehensive survey of numeric and symbolic outlier mining techniques

Intelligent Data Analysis

Interestingness of Association Rules Using Symmetrical Tau and Logistic Regression

AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence

Fast borderline Association Mining

ACST '08 Proceedings of the Fourth IASTED International Conference on Advances in Computer Science and Technology

Personalizing user-agent interaction

Knowledge-Based Systems

Visualizing frequent itemsets, association rules, and sequential patterns in parallel coordinates

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI

Reducing rule covers with deterministic error bounds

PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining

Tree pattern mining with tree automata constraints

Information Systems

CIMDS: adapting postprocessing techniques of associative classification for malware detection

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Hierarchical associative classifier (HAC) for malware detection from the large and imbalanced gray list

Journal of Intelligent Information Systems

A fast pruning redundant rule method using Galois connection

Applied Soft Computing

Editorial: An integration of WordNet and fuzzy association rule mining for multi-label document clustering

Data & Knowledge Engineering

Two measures of objective novelty in association rule mining

PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining

A concise representation of association rules using minimal predictive rules

ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I

An evaluation of heuristics for rule ranking

Artificial Intelligence in Medicine

A comparison between approximate counting and sampling methods for frequent pattern mining on data streams

Intelligent Data Analysis

A new logic correlation rule for HIV-1 protease mutation

Expert Systems with Applications: An International Journal

Cube based summaries of large association rule sets

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I

A novel evolutionary method to search interesting association rules by keywords

Expert Systems with Applications: An International Journal

Classification of type-2 diabetic patients by using Apriori and predictive Apriori

International Journal of Computational Vision and Robotics

Finding trees from unordered 0–1 data

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

Distribution rules with numeric attributes of interest

PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases

Visual interactive subgroup discovery with numerical properties of interest

DS'06 Proceedings of the 9th international conference on Discovery Science

Mining flipping correlations from large datasets with taxonomies

Proceedings of the VLDB Endowment

Summarizing frequent patterns using profiles

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications

Feature selection, rule extraction, and score model: making ATC competitive with SVM

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology

Redundant association rules reduction techniques

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

Mining both associated and correlated patterns

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part IV

Efficiently mining mutually and positively correlated patterns

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Efficiently identifying exploratory rules’ significance

Data Mining

Mining the most interesting patterns from multiple phenotypes medical data

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing

2-PS based associative text classification

DaWaK'05 Proceedings of the 7th international conference on Data Warehousing and Knowledge Discovery

Undirected exception rule discovery as local pattern detection

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection

Pruning derivative partial rules during impact rule discovery

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Finding sporadic rules using apriori-inverse

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

An experiment with association rules and classification: post-bagging and conviction

DS'05 Proceedings of the 8th international conference on Discovery Science

Searching interesting association rules based on evolutionary computation

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining

An Improved Brain Image Classification Technique with Mining and Shape Prior Segmentation Procedure

Journal of Medical Systems

Content independent metadata production as a machine learning problem

MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition

A hybrid recommendation approach for a tourism system

Expert Systems with Applications: An International Journal

Mining associated sensor patterns for data stream of wireless sensor networks

Proceedings of the 8th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks

Formal and computational properties of the confidence boost of association rules

ACM Transactions on Knowledge Discovery from Data (TKDD)

Optimal leverage association rules with numerical interval conditions

Intelligent Data Analysis