Algorithms for association rule mining — a general survey and comparison

Systems support for scalable data mining

ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”

Sliding-window filtering: an efficient algorithm for incremental mining

Proceedings of the tenth international conference on Information and knowledge management

Ordinal association rules for error identification in data sets

Proceedings of the tenth international conference on Information and knowledge management

Is pushing constraints deeply into the mining algorithms really what we want?: an alternative approach for association rule mining

ACM SIGKDD Explorations Newsletter

On the quest for easy-to-understand splitting rules

Data & Knowledge Engineering

Detecting Temporal Change in Event Sequences: An Application to Demographic Data

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

Estimating Joint Probabilities from Marginal Ones

DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery

Series of Dynamic Targeted Recommendations

EC-WEB '02 Proceedings of the Third International Conference on E-Commerce and Web Technologies

Data Mining of Association Rules and the Process of Knowledge Discovery in Databases

Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management

Efficient Rule Retrieval and Postponed Restrict Operations for Association Rule Mining

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

Discovering Spatial Co-location Patterns: A Summary of Results

SSTD '01 Proceedings of the 7th International Symposium on Advances in Spatial and Temporal Databases

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

Unified descriptive language for association rules in data mining

Second international workshop on Intelligent systems design and application

Frequent term-based text clustering

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

Web Usage Mining as a Tool for Personalization: A Survey

User Modeling and User-Adapted Interaction

Change Profiles

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

Optimized Disjunctive Association Rules via Sampling

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

Inverted matrix: efficient discovery of frequent items in large datasets in the context of interactive mining

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

ART: A Hybrid Classification Model

Machine Learning

Learning from User Behavior in Image Retrieval: Application of Market Basket Analysis

International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval

A matching algorithm for measuring the structural similarity between an XML document and a DTD and its applications

Information Systems - Special issue on web data integration

Statistical properties of transactional databases

Proceedings of the 2004 ACM symposium on Applied computing

Multi-objective rule mining using genetic algorithms

Information Sciences: an International Journal - Special issue: Soft computing data mining

Support envelopes: a technique for exploring the structure of association patterns

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

Generalizing the notion of support

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

An Efficient Algorithm for Discovering Frequent Subgraphs

IEEE Transactions on Knowledge and Data Engineering

Biclustering Algorithms for Biological Data Analysis: A Survey

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

A partial join approach for mining co-location patterns

Proceedings of the 12th annual ACM international workshop on Geographic information systems

Computational complexity of itemset frequency satisfiability

PODS '04 Proceedings of the twenty-third ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Sliding window filtering: an efficient method for incremental mining on a time-variant database.

Information Systems

PR-Miner: automatically extracting implicit programming rules and detecting violations in large software code

Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering

Unsupervised anomaly detection in network intrusion detection using clusters

ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38

Implementing BDFS(b) with Diff-Sets for Real-Time Frequent Pattern Mining in Dense Datasets - First Findings

UDM '05 Proceedings of the International Workshop on Ubiquitous Data Management

Maximal Association Rules: A Tool for Mining Associations in Text

Journal of Intelligent Information Systems

Adaptive topological tree structure for document organisation and visualisation

Neural Networks - 2004 Special issue: New developments in self-organizing systems

Biclustering of Expression Data with Evolutionary Computation

IEEE Transactions on Knowledge and Data Engineering

Association mining

ACM Computing Surveys (CSUR)

Nonorthogonal decomposition of binary matrices for bounded-error data compression and analysis

ACM Transactions on Mathematical Software (TOMS)

Frequent closed itemset based algorithms: a thorough structural and analytical survey

ACM SIGKDD Explorations Newsletter

Horn axiomatizations for sequential data

Theoretical Computer Science

Ranking discovered rules from data mining with multiple criteria by data envelopment analysis

Expert Systems with Applications: An International Journal

Mining association rules in very large clustered domains

Information Systems

Visual Analytics: A 2D-3D visualization support for human-centered rule mining

Computers and Graphics

Using query contexts in information retrieval

SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval

Discovering frequent geometric subgraphs

Information Systems

Interactive visual exploration of association rules with rule-focusing methodology

Knowledge and Information Systems

Algorithms for clustering high dimensional and distributed data

Intelligent Data Analysis

Association-based similarity testing and its applications

Intelligent Data Analysis

A new approach for the generation of fuzzy summaries based on fuzzy multidimensional databases

Intelligent Data Analysis

Discovery of maximum length frequent itemsets

Information Sciences: an International Journal

Mining association rules from imprecise ordinal data

Fuzzy Sets and Systems

A framework for incremental generation of closed itemsets

Discrete Applied Mathematics

Discovering information diffusion paths from blogosphere for online advertising

Proceedings of the 1st international workshop on Data mining and audience intelligence for advertising

Itemset frequency satisfiability: Complexity and axiomatization

Theoretical Computer Science

A unified framework for protecting sensitive association rules in business collaboration

International Journal of Business Intelligence and Data Mining

Context-aware content filtering & presentation for pervasive & mobile information systems

Proceedings of the 1st international conference on Ambient media and systems

New approach for extracting knowledge from the XCS learning classifier system

International Journal of Hybrid Intelligent Systems

Personalized tag suggestion for flickr

Proceedings of the 17th international conference on World Wide Web

New probabilistic interest measures for association rules

Intelligent Data Analysis

An efficient technique for incremental updating of association rules

International Journal of Hybrid Intelligent Systems

Mining top-k frequent patterns in the presence of the memory constraint

The VLDB Journal — The International Journal on Very Large Data Bases

Fuzzy Association Rule Mining from Spatio-temporal Data

ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I

URBAN CRIME ANALYSIS THROUGH AREAL CATEGORIZED MULTIVARIATE ASSOCIATIONS MINING

Applied Artificial Intelligence

Personalized, interactive tag recommendation for flickr

Proceedings of the 2008 ACM conference on Recommender systems

Towards "Kiga-kiku" Services on Speculative Computation

PAKM '08 Proceedings of the 7th International Conference on Practical Aspects of Knowledge Management

Post-processing of associative classification rules using closed sets

Expert Systems with Applications: An International Journal

Applying hybrid data mining techniques to web-based self-assessment system of Study and Learning Strategies Inventory

Expert Systems with Applications: An International Journal

Exploration of term relationship for Bayesian network based sentence retrieval

Pattern Recognition Letters

A method for predicting future location of mobile user for location-based services system

Computers and Industrial Engineering

Mining sequential association rules for traveler context prediction

Proceedings of the 5th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking, and Services

Context-aware robot navigation based on sensor association rules

Proceedings of the 2009 International Conference on Hybrid Information Technology

Associative classification with artificial immune system

IEEE Transactions on Evolutionary Computation

Data mining of vector–item patterns using neighborhood histograms

Knowledge and Information Systems

An Empirical Study of Unsupervised Rule Set Extraction of Clustered Categorical Data Using a Simulated Bee Colony Algorithm

RuleML '09 Proceedings of the 2009 International Symposium on Rule Interchange and Applications

Exploration of SWRL Rule Bases through Visualization, Paraphrasing, and Categorization of Rules

RuleML '09 Proceedings of the 2009 International Symposium on Rule Interchange and Applications

Mining periodic-frequent patterns with maximum items' support constraints

Proceedings of the Third Annual ACM Bangalore Conference

Progressive weighted miner: an efficient method for time-constraint mining

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

An efficient parallel and distributed algorithm for counting frequent sets

VECPAR'02 Proceedings of the 5th international conference on High performance computing for computational science

Frequent variable sets based clustering for artificial neural networks particle classification

APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management

Order preserving clustering by finding frequent orders in gene expression data

PRIB'07 Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics

Association rule mining: models and algorithms

Association rule mining: models and algorithms

Facilitating query decomposition in query language modeling by association rule mining using multiple sliding windows

ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval

Efficient algorithms for the mining of constrained frequent patterns from uncertain data

ACM SIGKDD Explorations Newsletter

Improved approaches to mine rare association rules in transactional databases

Proceedings of the Fourth SIGMOD PhD Workshop on Innovative Database Research

Cosmetics purchasing behavior - An analysis using association reasoning neural networks

Expert Systems with Applications: An International Journal

A robust associative watermarking technique based on vector quantization

Digital Signal Processing

A contextual data mining approach toward assisting the treatment of anxiety disorders

IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering

Algorithms for mining frequent itemsets in static and dynamic datasets

Intelligent Data Analysis

A fast pruning redundant rule method using Galois connection

Applied Soft Computing

Soft-constraint based online LDA for community recommendation

PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II

An XML format for association rule models based on the GUHA method

RuleML'10 Proceedings of the 2010 international conference on Semantic web rules

Multimedia data mining: state of the art and challenges

Multimedia Tools and Applications

Boolean algebra and compression technique for association rule mining

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II

Advanced Matrix Algorithm (AMA): reducing number of scans for association rule generation

International Journal of Business Intelligence and Data Mining

Fastest association rule mining algorithm predictor (FARM-AP)

Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering

Event correlation for process discovery from web service interaction logs

The VLDB Journal — The International Journal on Very Large Data Bases

Analytical, visual and interactive concepts for geo-visual analytics

Journal of Visual Languages and Computing

Learning actions in complex software systems

DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery

Facility layout using weighted association rule-based data mining algorithms: Evaluation with simulation

Expert Systems with Applications: An International Journal

Mining top-k regular-frequent itemsets using database partitioning and support estimation

Expert Systems with Applications: An International Journal

The apriori stochastic dependency detection (ASDD) algorithm for learning stochastic logic rules

CLIMA IV'04 Proceedings of the 4th international conference on Computational Logic in Multi-Agent Systems

Visualizing transactional data with multiple clusterings for knowledge discovery

ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems

Frequent pattern discovery without binarization: mining attribute profiles

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

Discovering context-topic rules in search engine logs

SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval

Discovery of spatiotemporal patterns in mobile environment

APWeb'06 Proceedings of the 8th Asia-Pacific Web conference on Frontiers of WWW Research and Development

Mining rare association rules in the datasets with widely varying items' frequencies

DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I

An efficiently algorithm based on itemsets-lattice and bitmap index for finding frequent itemsets

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II

From local to global patterns: evaluation issues in rule learning algorithms

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

A matrix algorithm for mining association rules

ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I

Interactive association rules discovery

ICFCA'06 Proceedings of the 4th international conference on Formal Concept Analysis

Memory-aware frequent k-itemset mining

KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases

An efficient approach to mine rare association rules using maximum items' support constraints

BNCOD'10 Proceedings of the 27th British national conference on Data Security and Security Data

Discovering activity interactions in a single pass over a video stream

Proceedings of the 27th Annual ACM Symposium on Applied Computing

Improving multi-label classifiers via label reduction with association rules

HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II

An Aspect Query Language Model Based On Query Decomposition And High-Order Contextual Term Associations

Computational Intelligence

Optimonotone Measures For Optimal Rule Discovery

Computational Intelligence

DFP-Growth: an efficient algorithm for mining frequent patterns in dynamic database

ICICA'12 Proceedings of the Third international conference on Information Computing and Applications

On differentially private frequent itemset mining

Proceedings of the VLDB Endowment

Threading machine generated email

Proceedings of the sixth ACM international conference on Web search and data mining

Association discovery from relational data via granular computing

Information Sciences: an International Journal

Results on mining NHANES data: A case study in evidence-based medicine

Computers in Biology and Medicine

Comparative study of classification techniques on biomedical data from hypertext documents

International Journal of Knowledge Engineering and Soft Data Paradigms

Mining user daily behavior patterns from access logs of massive software and websites

Proceedings of the 5th Asia-Pacific Symposium on Internetware

Data Mining Approaches for Geo-Spatial Big Data: Uncertainty Issues

International Journal of Organizational and Collective Intelligence

A technique for extracting behavioral sequence patterns from GPS recorded data

Computing

Automated error detection using association rules

Intelligent Data Analysis