4.6 Review

A survey of itemset mining

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Weighted frequent itemset mining over uncertain databases

Jerry Chun-Wei Lin et al.

APPLIED INTELLIGENCE (2016)

Article Computer Science, Artificial Intelligence

Efficient Algorithms for Mining Top-K High Utility Itemsets

Vincent S. Tseng et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2016)

Article Computer Science, Artificial Intelligence

An efficient algorithm for mining the top-k high utility itemsets, using novel threshold raising and pruning strategies

Quang-Huy Duong et al.

KNOWLEDGE-BASED SYSTEMS (2016)

Article Computer Science, Information Systems

Unsupervised Rare Pattern Mining: A Survey

Yun Sing Koh et al.

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2016)

Article Computer Science, Artificial Intelligence

Mining frequent itemsets using the N-list and subsume concepts

Bay Vo et al.

INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS (2016)

Article Computer Science, Artificial Intelligence

EXPEDITE: EXPress closED ITemset Enumeration

Giulio Aliberti et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Computer Science, Artificial Intelligence

PrePost+: An efficient N-lists-based algorithm for mining frequent itemsets via Children-Parent Equivalence pruning

Zhi-Hong Deng et al.

EXPERT SYSTEMS WITH APPLICATIONS (2015)

Article Computer Science, Artificial Intelligence

Mining Partially-Ordered Sequential Rules Common to Multiple Sequences

Philippe Fournier-Viger et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2015)

Article Computer Science, Artificial Intelligence

An Iterative MapReduce Based Frequent Subgraph Mining Algorithm

Mansurul A. Bhuiyan et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2015)

Article Computer Science, Artificial Intelligence

A fast Algorithm for mining fuzzy frequent itemsets

Jerry Chun-Wei Lin et al.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS (2015)

Article Computer Science, Artificial Intelligence

Mining closed partially ordered patterns, a new optimized algorithm

Mickael Fabregue et al.

KNOWLEDGE-BASED SYSTEMS (2015)

Article Biochemical Research Methods

A primer to frequent itemset mining for bioinformatics

Stefan Naulaerts et al.

BRIEFINGS IN BIOINFORMATICS (2015)

Article Computer Science, Artificial Intelligence

A fast compound algorithm for mining generators, closed itemsets, and computing links between equivalence classes

Laszlo Szathmary et al.

ANNALS OF MATHEMATICS AND ARTIFICIAL INTELLIGENCE (2014)

Article Computer Science, Artificial Intelligence

A survey of emerging patterns for supervised classification

Milton Garcia-Borroto et al.

ARTIFICIAL INTELLIGENCE REVIEW (2014)

Article Computer Science, Theory & Methods

Visualizing big network traffic data using frequent pattern mining and hypergraphs

Eduard Glatz et al.

COMPUTING (2014)

Article Computer Science, Artificial Intelligence

High utility itemset mining with techniques for reducing overestimated utilities and pruning candidates

Unil Yun et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Computer Science, Artificial Intelligence

Infrequent Weighted Itemset Mining Using Frequent Pattern Growth

Luca Cagliero et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2014)

Article Computer Science, Information Systems

CP-tree: An adaptive synopsis structure for compressing frequent itemsets over online data streams

Se Jung Shin et al.

INFORMATION SCIENCES (2014)

Article Computer Science, Information Systems

Mining frequent itemsets in a stream

Toon Calders et al.

INFORMATION SYSTEMS (2014)

Article Computer Science, Artificial Intelligence

Efficient frequent pattern mining based on Linear Prefix tree

Gwangbum Pyun et al.

KNOWLEDGE-BASED SYSTEMS (2014)

Article Computer Science, Artificial Intelligence

Actionable high-coherent-utility fuzzy itemset mining

Chun-Hao Chen et al.

SOFT COMPUTING (2014)

Article Computer Science, Theory & Methods

Sequential Pattern Mining - Approaches and Algorithms

Carl H. Mooney et al.

ACM COMPUTING SURVEYS (2013)

Review Computer Science, Artificial Intelligence

Formal Concept Analysis in knowledge processing: A survey on models and techniques

Jonas Poelmans et al.

EXPERT SYSTEMS WITH APPLICATIONS (2013)

Article Computer Science, Hardware & Architecture

Accelerating frequent itemset mining on graphics processing units

Fan Zhang et al.

JOURNAL OF SUPERCOMPUTING (2013)

Review Computer Science, Artificial Intelligence

A survey of frequent subgraph mining algorithms

Chuntao Jiang et al.

KNOWLEDGE ENGINEERING REVIEW (2013)

Article Computer Science, Artificial Intelligence

Incremental association rule mining: a survey

B. Nath et al.

WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY (2013)

Article Mathematics, Applied

Max-FISM: Mining (recently) maximal frequent itemsets over data streams using the sliding window model

Zahra Farzanyar et al.

COMPUTERS & MATHEMATICS WITH APPLICATIONS (2012)

Article Computer Science, Artificial Intelligence

DBV-Miner: A Dynamic Bit-Vector approach for fast mining frequent closed itemsets

Bay Vo et al.

EXPERT SYSTEMS WITH APPLICATIONS (2012)

Article Computer Science, Theory & Methods

Mining Frequent Trajectory Patterns for Activity Monitoring Using Radio Frequency Tag Arrays

Yunhao Liu et al.

IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS (2012)

Article Computer Science, Hardware & Architecture

Anomaly Extraction in Backbone Networks Using Association Rules

Daniela Brauckhoff et al.

IEEE-ACM TRANSACTIONS ON NETWORKING (2012)

Article Computer Science, Information Systems

Mining Frequent Itemsets over Uncertain Databases

Yongxin Tong et al.

PROCEEDINGS OF THE VLDB ENDOWMENT (2012)

Article Computer Science, Artificial Intelligence

An effective tree structure for mining high utility itemsets

Chun-Wei Lin et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Computer Science, Information Systems

Mining Flipping Correlations from Large Datasets with Taxonomies

Marina Barsky et al.

PROCEEDINGS OF THE VLDB ENDOWMENT (2011)

Article Computer Science, Theory & Methods

A Taxonomy of Sequential Pattern Mining Algorithms

Nizar R. Mabroukeh et al.

ACM COMPUTING SURVEYS (2010)

Article Computer Science, Information Systems

Mining fuzzy frequent itemsets for hierarchical document clustering

Chun-Ling Chen et al.

INFORMATION PROCESSING & MANAGEMENT (2010)

Article Computer Science, Hardware & Architecture

PRISM: An effective approach for frequent sequence mining via prime-block encoding

Karam Gouda et al.

JOURNAL OF COMPUTER AND SYSTEM SCIENCES (2010)

Article Computer Science, Information Systems

BISC: A Bitmap Itemset Support Counting Approach for Efficient Frequent Itemset Mining

Jinlin Chen et al.

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (2010)

Article Computer Science, Artificial Intelligence

The Pre-FUFP algorithm for incremental mining

Chun-Wei Lin et al.

EXPERT SYSTEMS WITH APPLICATIONS (2009)

Article Computer Science, Information Systems

Efficient mining of weighted interesting patterns with a strong weight and/or support affinity

Unil Yun

INFORMATION SCIENCES (2007)

Article Computer Science, Artificial Intelligence

CanTree: a canonical-order tree for incremental frequent-pattern mining

Carson Kai-Sang Leung et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2007)

Article Computer Science, Artificial Intelligence

Mining association rules with multiple minimum supports: a new mining algorithm and a support tuning mechanism

Ya-Han Hu et al.

DECISION SUPPORT SYSTEMS (2006)

Article Computer Science, Artificial Intelligence

Catch the moment: maintaining closed frequent itemsets over a data stream sliding window

Yun Chi et al.

KNOWLEDGE AND INFORMATION SYSTEMS (2006)

Article Computer Science, Artificial Intelligence

Fast and memory efficient mining of frequent closed itemsets

C Lucchese et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2006)

Article Computer Science, Artificial Intelligence

A fuzzy AprioriTid mining algorithm with reduced computational time

TP Honga et al.

APPLIED SOFT COMPUTING (2004)

Article Computer Science, Artificial Intelligence

Mining sequential patterns by pattern-growth: The PrefixSpan approach

J Pei et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2004)

Article Computer Science, Artificial Intelligence

Pushing convertible constraints in frequent itemset mining

J Pei et al.

DATA MINING AND KNOWLEDGE DISCOVERY (2004)

Article Computer Science, Artificial Intelligence

Alternative interest measures for mining associations in databases

ER Omiecinski

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2003)

Article Computer Science, Artificial Intelligence

Itemset trees for targeted association querying

M Kubat et al.

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2003)

Article Computer Science, Artificial Intelligence

Scalable algorithms for association mining

MJ Zaki

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING (2000)