Efficient parallel data mining for association rules
CIKM '95 Proceedings of the fourth international conference on Information and knowledge management
Fast sequential and parallel algorithms for association rule mining: a comparison
Fast sequential and parallel algorithms for association rule mining: a comparison
An effective hash-based algorithm for mining association rules
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Dynamic itemset counting and implication rules for market basket data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Scalable parallel data mining for association rules
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Fast discovery of association rules
Advances in knowledge discovery and data mining
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
Parallel data mining for association rules on shared-memory multi-processors
Supercomputing '96 Proceedings of the 1996 ACM/IEEE conference on Supercomputing
Hash based parallel algorithms for mining association rules
DIS '96 Proceedings of the fourth international conference on on Parallel and distributed information systems
A fast distributed algorithm for mining association rules
DIS '96 Proceedings of the fourth international conference on on Parallel and distributed information systems
Parallel Algorithms for Discovery of Association Rules
Data Mining and Knowledge Discovery
Parallel Mining of Association Rules
IEEE Transactions on Knowledge and Data Engineering
An Efficient Algorithm for Mining Association Rules in Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Effect of Data Skewness in Parallel Mining of Association Rules
PAKDD '98 Proceedings of the Second Pacific-Asia Conference on Research and Development in 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
Iceberg-cube computation with PC clusters
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”
Parallel data intensive computing in scientific and commercial applications
Parallel Computing - Parallel data-intensive algorithms and applications
Scalable, Distributed and Dynamic Mining of Association Rules
HiPC '00 Proceedings of the 7th International Conference on High Performance Computing
A Data Mining Architecture for Distributed Environments
IICS '02 Proceedings of the Second International Workshop on Innovative Internet Computing Systems
Parallel GA-Based Wrapper Feature Selection for Spectroscopic Data Mining
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
Design and Evaluation of a High-Level Interface for Data Mining
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
An efficient association mining implementation on clusters of SMP
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Parallel Data Mining on ATM-Connected PC Cluster and Optimization of Its Execution Environments
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
A Requirements Analysis for Parallel KDD Systems
IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing
A Parallel Genetic Algorithm for Rule Mining
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Parallelism in Knowledge Discovery Techniques
PARA '02 Proceedings of the 6th International Conference on Applied Parallel Computing Advanced Scientific Computing
Sequence Mining in Categorical Domains: Algorithms and Applications
Sequence Learning - Paradigms, Algorithms, and 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
Sourcebook of parallel computing
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Frequent Pattern Mining on Message Passing Multiprocessor Systems
Distributed and Parallel Databases
Parallel tree-projection-based sequence mining algorithms
Parallel Computing
IEEE Transactions on Knowledge and Data Engineering
Distributed approximate mining of frequent patterns
Proceedings of the 2005 ACM symposium on Applied computing
A methodology for detailed performance modeling of reduction computations on SMP machines
Performance Evaluation - Performance modelling and evaluation of high-performance parallel and distributed systems
Distributed higher order association rule mining using information extracted from textual data
ACM SIGKDD Explorations Newsletter - Natural language processing and text mining
A fast high utility itemsets mining algorithm
UBDM '05 Proceedings of the 1st international workshop on Utility-based data mining
An Algorithm for In-Core Frequent Itemset Mining on Streaming Data
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ACM Computing Surveys (CSUR)
Frequent closed itemset based algorithms: a thorough structural and analytical survey
ACM SIGKDD Explorations Newsletter
Multi-scaling sampling: an adaptive sampling method for discovering approximate association rules
Journal of Computer Science and Technology
Parallel CBIR implementations with load balancing algorithms
Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
Data mining with the SAP NetWeaver BI accelerator
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
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
A customizable multi-agent system for distributed data mining
Proceedings of the 2007 ACM symposium on Applied computing
Distributed feature extraction in a p2p setting: a case study
Future Generation Computer Systems - Special section: Data mining in grid computing environments
Approximate mining of frequent patterns on streams
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
A Vision for Cyberinfrastructure for Coastal Forecasting and Change Analysis
GeoSensor Networks
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
Data Mining Algorithms on the Cell Broadband Engine
Euro-Par '08 Proceedings of the 14th international Euro-Par conference on Parallel Processing
Webservices oriented data mining in knowledge architecture
Future Generation Computer Systems
A generalized parallel algorithm for frequent itemset mining
ICCOMP'08 Proceedings of the 12th WSEAS international conference on Computers
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
Frequent itemset mining on graphics processors
Proceedings of the Fifth International Workshop on Data Management on New Hardware
RMAIN: Association rules maintenance without reruns through data
Information Sciences: an International Journal
Robust and distributed top-n frequent-pattern mining with SAP BW accelerator
Proceedings of the VLDB Endowment
Mining tree-structured data on multicore systems
Proceedings of the VLDB Endowment
Parallel Method for Mining High Utility Itemsets from Vertically Partitioned Distributed Databases
KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part I
Distributed data mining and agents
Engineering Applications of Artificial Intelligence
Frequent pattern mining from high-dimensional data using record space search
AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications
A compress-based association mining algorithm for large dataset
ICCS'03 Proceedings of the 2003 international conference on Computational science
Performance-based workload distribution on grid environments
GPC'07 Proceedings of the 2nd international conference on Advances in grid and pervasive computing
Evolutionary approach for mining association rules on dynamic databases
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
VECPAR'02 Proceedings of the 5th international conference on High performance computing for computational science
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
Compiler and middleware support for scalable data mining
LCPC'01 Proceedings of the 14th international conference on Languages and compilers for parallel computing
Performance-based data distribution for data mining applications on grid computing environments
The Journal of Supercomputing
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
Data mining on desktop grid platforms
PPAM'07 Proceedings of the 7th international conference on Parallel processing and applied mathematics
Mining recent approximate frequent items in wireless sensor networks
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Toward boosting distributed association rule mining by data de-clustering
Information Sciences: an International Journal
Executing association rule mining algorithms under a Grid computing environment
Proceedings of the Workshop on Parallel and Distributed Systems: Testing, Analysis, and Debugging
CLAP: Collaborative pattern mining for distributed information systems
Decision Support Systems
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
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Hardware enhanced mining for association rules
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Mining traces of large scale systems
ICA3PP'05 Proceedings of the 6th international conference on Algorithms and Architectures for Parallel Processing
Redundant association rules reduction techniques
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
High performance subgraph mining in molecular compounds
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
An empirical study on mining sequential patterns in a grid computing environment
Expert Systems with Applications: An International Journal
An efficient compression technique for frequent itemset generation in association rule mining
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Compiler and runtime support for shared memory parallelization of data mining algorithms
LCPC'02 Proceedings of the 15th international conference on Languages and Compilers for Parallel Computing
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
ODBASE'06/OTM'06 Proceedings of the 2006 Confederated international conference on On the Move to Meaningful Internet Systems: CoopIS, DOA, GADA, and ODBASE - Volume Part II
GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
An efficient distributed algorithm for mining association rules
ISPA'06 Proceedings of the 4th international conference on Parallel and Distributed Processing and Applications
Apriori-based frequent itemset mining algorithms on MapReduce
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication
A multi-agent data mining system for cartel detection in Brazilian government procurement
Expert Systems with Applications: An International Journal
Distributed data mining patterns and services: an architecture and experiments
Concurrency and Computation: Practice & Experience
Parallel computation of closed itemsets and implication rule bases
ISPA'07 Proceedings of the 5th international conference on Parallel and Distributed Processing and Applications
PARMA: a parallel randomized algorithm for approximate association rules mining in MapReduce
Proceedings of the 21st ACM international conference on Information and knowledge management
Parallel frequent itemset mining using systolic arrays
Knowledge-Based Systems
Parallel approaches to machine learning-A comprehensive survey
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
Bees Swarm Optimization for Web Association Rule Mining
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03
Efficient mining of frequent itemsets in social network data based on MapReduce framework
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Direct out-of-memory distributed parallel frequent pattern mining
Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications
The Journal of Supercomputing
Novel parallel method for mining frequent patterns on multi-core shared memory systems
DISCS-2013 Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems
Evolutionary k-means for distributed data sets
Neurocomputing
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The author surveys the state of the art in parallel and distributed association-rule-mining algorithms and uncovers the field's challenges and open research problems. This survey can serve as a reference for both researchers and practitioners.