A localized algorithm for parallel association mining
Proceedings of the ninth annual ACM symposium on Parallel algorithms and architectures
Parallel mining algorithms for generalized association rules with classification hierarchy
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Asynchronous parallel algorithm for mining association rules on a shared-memory multi-processors
Proceedings of the tenth annual ACM symposium on Parallel algorithms and architectures
Dynamic skew handling in parallel mining of association rules
Proceedings of the seventh international conference on Information and knowledge management
Scalable algorithms for mining large databases
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Discovery of multi-level rules and exceptions from a distributed database
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
High performance data mining (tutorial PM-3)
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient Rule-Based Attribute-Oriented Induction for Data Mining
Journal of Intelligent Information Systems
Communication-efficient distributed mining of association rules
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Systems support for scalable data mining
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Reduction of discriminant rules based on frequent item set calculation
New learning paradigms in soft computing
Parallel Algorithms for Discovery of Association Rules
Data Mining and Knowledge Discovery
Is Sampling Useful in Data Mining? A Case in the Maintenance of Discovered Association Rules
Data Mining and Knowledge Discovery
A Fast Parallel Clustering Algorithm for Large Spatial Databases
Data Mining and Knowledge Discovery
Effect of Data Distribution in Parallel Mining of Associations
Data Mining and Knowledge Discovery
A lattice-based approach for I/O efficient association rule mining
Information Systems - Databases: Creation, management and utilization
An Adaptive Algorithm for Mining Association Rules on Shared-Memory Parallel Machines
Distributed and Parallel Databases
Parallel and Distributed Association Mining: A Survey
IEEE Concurrency
Mining Multiple-Level Association Rules in Large Databases
IEEE Transactions on Knowledge and Data Engineering
Scalable Algorithms for Association Mining
IEEE Transactions on Knowledge and Data Engineering
Effect of Data Skewness and Workload Balance in Parallel Data Mining
IEEE Transactions on Knowledge and Data Engineering
Distributed mining of classification rules
Knowledge and Information Systems
An efficient association mining implementation on clusters of SMP
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Towards Network-Aware Data Mining
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
A Requirements Analysis for Parallel KDD Systems
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
Parallel Data Mining on Large Scale PC Cluster
WAIM '00 Proceedings of the First International Conference on Web-Age Information Management
Dynamic Load Balancing for Parallel Association Rule Mining on Heterogenous PC Cluster Systems
VLDB '99 Proceedings of the 25th International Conference on Very Large Data Bases
LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Parallel and Distributed Data Mining: An Introduction
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Efficient Parallel Algorithms for Mining Associations
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Parallel Generalized Association Rule Mining on Large Scale PC Cluster
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Active Mining in a Distributed Setting
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Tools for privacy preserving distributed data mining
ACM SIGKDD Explorations Newsletter
Metaqueries: semantics, complexity, and efficient algorithms
Artificial Intelligence
A High-Performance Distributed Algorithm for Mining Association Rules
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Association Rule Mining in Peer-to-Peer Systems
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Distributed cooperative mining for information consortia
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Communication-Efficient Distributed Mining of Association Rules
Data Mining and Knowledge Discovery
State-of-the-art in privacy preserving data mining
ACM SIGMOD Record
An efficient cluster and decomposition algorithm for mining association rules
Information Sciences—Informatics and Computer Science: An International Journal
Frequent Pattern Mining on Message Passing Multiprocessor Systems
Distributed and Parallel Databases
Privacy-Preserving Distributed Mining of Association Rules on Horizontally Partitioned Data
IEEE Transactions on Knowledge and Data Engineering
Incremental personalized web page mining utilizing self-organizing HCMAC neural network
Web Intelligence and Agent Systems
Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
A high-performance distributed algorithm for mining association rules
Knowledge and Information Systems
A sampling-based framework for parallel data mining
Proceedings of the tenth ACM SIGPLAN symposium on Principles and practice of parallel programming
Distributed approximate mining of frequent patterns
Proceedings of the 2005 ACM symposium on Applied computing
Distributed higher order association rule mining using information extracted from textual data
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
Parallel Leap: Large-Scale Maximal Pattern Mining in a Distributed Environment
ICPADS '06 Proceedings of the 12th International Conference on Parallel and Distributed Systems - Volume 1
Partitioning strategies for distributed association rule mining
The Knowledge Engineering Review
Parallel Bifold: Large-scale parallel pattern mining with constraints
Distributed and Parallel Databases
Distributed Mining of Constrained Patterns from Wireless Sensor Data
WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology
Toward terabyte pattern mining: an architecture-conscious solution
Proceedings of the 12th ACM SIGPLAN symposium on Principles and practice of parallel programming
Finding association rules of cis-regulatory elements involved in alternative splicing
ACM-SE 45 Proceedings of the 45th annual southeast regional conference
Automatic discovery of locally frequent itemsets in the presence of highly frequent itemsets
Intelligent Data Analysis
Dynamic Association Rule Mining using Genetic Algorithms
Intelligent Data Analysis
Incremental mining for temporal association rules for crime pattern discoveries
ADC '07 Proceedings of the eighteenth conference on Australasian database - Volume 63
Privacy-preserving distributed association rule mining via semi-trusted mixer
Data & Knowledge Engineering
Algorithms for clustering high dimensional and distributed data
Intelligent Data Analysis
Association-based similarity testing and its applications
Intelligent Data Analysis
An innovative algorithm for mining multilevel association rules
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
A high collusion-resistant approach to distributed privacy-preserving data mining
PDCN'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: parallel and distributed computing and networks
Approximate mining of frequent patterns on streams
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Anonymity preserving pattern discovery
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient mining of maximal frequent itemsets from databases on a cluster of workstations
Knowledge and Information Systems
Distributed and Shared Memory Algorithm for Parallel Mining of Association Rules
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Fast Cryptographic Privacy Preserving Association Rules Mining on Distributed Homogenous Data Base
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
A Fast Parallel Association Rules Mining Algorithm Based on FP-Forest
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks, Part II
FIUT: A new method for mining frequent itemsets
Information Sciences: an International Journal
A new efficient formulation for frequent item-set generation
Proceedings of the International Conference on Advances in Computing, Communication and Control
Trace Mining from Distributed Assembly Databases for Causal Analysis
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Mining of cis-Regulatory Motifs Associated with Tissue-Specific Alternative Splicing
ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications
A load-balanced distributed parallel mining algorithm
Expert Systems with Applications: An International Journal
CBAR: an efficient method for mining association rules
Knowledge-Based Systems
Algorithms for memory hierarchies: advanced lectures
Algorithms for memory hierarchies: advanced lectures
Performance study of distributed Apriori-like frequent itemsets mining
Knowledge and Information Systems
An abstraction based communication efficient distributed association rule mining
ICDCN'08 Proceedings of the 9th international conference on Distributed computing and networking
Toward boosting distributed association rule mining by data de-clustering
Information Sciences: an International Journal
Intelligent Data Analysis - Ubiquitous Knowledge Discovery
Secure top-k subgroup discovery
PSDML'10 Proceedings of the international ECML/PKDD conference on Privacy and security issues in data mining and machine learning
OTM'11 Proceedings of the 2011th Confederated international conference on On the move to meaningful internet systems - Volume Part I
Distributed mining of constrained frequent sets from uncertain data
ICA3PP'11 Proceedings of the 11th international conference on Algorithms and architectures for parallel processing - Volume Part I
A scalable distributed stream mining system for highway traffic data
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Fast algorithm for mining global frequent itemsets based on distributed database
RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology
On association rules mining algorithms with data privacy preserving
AWIC'05 Proceedings of the Third international conference on Advances in Web Intelligence
An efficient distributed algorithm for mining association rules
ISPA'06 Proceedings of the 4th international conference on Parallel and Distributed Processing and Applications
Secure Distributed Subgroup Discovery in Horizontally Partitioned Data
Transactions on Data Privacy
Parallel approaches to machine learning-A comprehensive survey
Journal of Parallel and Distributed Computing
A decentralized approach for mining event correlations in distributed system monitoring
Journal of Parallel and Distributed Computing
A new parallel association rule mining algorithm on distributed shared memory system
International Journal of Business Intelligence and Data Mining
Distributed association rule mining with minimum communication overhead
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
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With the existence of many large transaction databases, the huge amounts of data, the high scability of distributed systems, and the easy partition and distribution of a centralized database, it is important to investigate efficient methods for distributed mining of association rules. This study discloses some interesting relationships between locally large and globally large itemsets and proposes an interesting distributed association rule mining algorithm, FDM (Fast Distributed Mining of association rules), which generates a small number of candidate sets and substantially reduces the number of messages to be passed at mining association rules. Our performance study shows that FDM has a superior performance over the direct application of a typical sequential algorithm. Further performance enhancement leads to a few variations of the algorithm.