Parallel algorithms for hierarchical clustering

High performance data mining (tutorial PM-3)

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

RACHET: An Efficient Cover-Based Merging of Clustering Hierarchies from Distributed Datasets

Distributed and Parallel Databases - Special issue: Parallel and distributed data mining

A Fast Parallel Clustering Algorithm for Large Spatial Databases

Data Mining and Knowledge Discovery

On distributing the clustering process

Pattern Recognition Letters

Scalable Parallel Clustering for Data Mining on Multicomputers

IPDPS '00 Proceedings of the 15 IPDPS 2000 Workshops on Parallel and Distributed Processing

Parallelism in Knowledge Discovery Techniques

PARA '02 Proceedings of the 6th International Conference on Applied Parallel Computing Advanced Scientific Computing

Efficient Hierarchical Clustering Algorithms Using Partially Overlapping Partitions

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

Parallel k/h-Means Clustering for Large Data Sets

Euro-Par '99 Proceedings of the 5th International Euro-Par Conference on Parallel Processing

Parallel and Distributed Data Mining: An Introduction

Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD

Collective, Hierarchical Clustering from Distributed, Heterogeneous Data

Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD

P-AutoClass: Scalable Parallel Clustering for Mining Large Data Sets

IEEE Transactions on Knowledge and Data Engineering

Data mining tasks and methods: parallel methods for scaling data mining algorithms to large data sets

Handbook of data mining and knowledge discovery

A Scalable Parallel Subspace Clustering Algorithm for Massive Data Sets

ICPP '00 Proceedings of the Proceedings of the 2000 International Conference on Parallel Processing

A method for decentralized clustering in large multi-agent systems

AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems

On the performance of ant-based clustering

Design and application of hybrid intelligent systems

Efficient Parallel Hierarchical Clustering Algorithms

IEEE Transactions on Parallel and Distributed Systems

Short communication: A novel parallelization approach for hierarchical clustering

Parallel Computing

Adaptive Product Normalization: Using Online Learning for Record Linkage in Comparison Shopping

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

A parallel hybrid web document clustering algorithm and its performance study

The Journal of Supercomputing - Special issue: Parallel and distributed processing and applications

Hierarchical clustering of gene expression profiles with graphics hardware acceleration

Pattern Recognition Letters

A parallel hierarchical clustering algorithm for PCs cluster system

Neurocomputing

Adaptive learning for event modeling and characterization

Pattern Recognition

pPOP: Fast yet accurate parallel hierarchical clustering using partitioning

Data & Knowledge Engineering

Exploiting parallelism to support scalable hierarchical clustering

Journal of the American Society for Information Science and Technology

Optimal implementations of UPGMA and other common clustering algorithms

Information Processing Letters

Parallel nearest neighbour clustering algorithm (PNNCA) for segmenting retinal blood vessels

PDCN'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: parallel and distributed computing and networks

Parallel Clustering Algorithm for Large Data Sets with Applications in Bioinformatics

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

Mining periodic patterns in spatio-temporal sequences at different time granularities

Intelligent Data Analysis

Implementation of codebook generation algorithm on a campus PC Grid

SpringSim '09 Proceedings of the 2009 Spring Simulation Multiconference

Software Note: A hierarchical clustering algorithm for MIMD architecture

Computational Biology and Chemistry

A new scalable and efficient parallel algorithm (PRACAL) for clustering large datasets

PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems

Mining tree-structured data on multicore systems

Proceedings of the VLDB Endowment

Parallel K-Means Clustering Based on MapReduce

CloudCom '09 Proceedings of the 1st International Conference on Cloud Computing

Active constrained clustering with multiple cluster representatives

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Data mining as an automated service

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

Dynamic decentralized any-time hierarchical clustering

ESOA'06 Proceedings of the 4th international conference on Engineering self-organising systems

Beyond online aggregation: parallel and incremental data mining with online Map-Reduce

Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud

Clustering performance data efficiently at massive scales

Proceedings of the 24th ACM International Conference on Supercomputing

Distance based fast hierarchical clustering method for large datasets

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Parallelization of a hierarchical data clustering algorithm using OpenMP

IWOMP'05/IWOMP'06 Proceedings of the 2005 and 2006 international conference on OpenMP shared memory parallel programming

Generating structured program instances with a high degree of locality

EURO-PDP'00 Proceedings of the 8th Euromicro conference on Parallel and distributed processing

Distributed antipole clustering for efficient data search and management in Euclidean and metric spaces

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing

A distance based clustering method for arbitrary shaped clusters in large datasets

Pattern Recognition

A Bayesian approach for object classification based on clusters of SIFT local features

Expert Systems with Applications: An International Journal

A coarse grained parallel algorithm for closest larger ancestors in trees with applications to single link clustering

HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications

Poster: parallel algorithms for clustering and nearest neighbor search problems in high dimensions

Proceedings of the 2011 companion on High Performance Computing Networking, Storage and Analysis Companion

Group formation among peer-to-peer agents: learning group characteristics

AP2PC'03 Proceedings of the Second international conference on Agents and Peer-to-Peer Computing

Parallel mesh clustering

EG PGV'09 Proceedings of the 9th Eurographics conference on Parallel Graphics and Visualization

Efficient stochastic algorithms for document clustering

Information Sciences: an International Journal

An adaptive parallel hierarchical clustering algorithm

HPCC'07 Proceedings of the Third international conference on High Performance Computing and Communications

Efficient BVH construction via approximate agglomerative clustering

Proceedings of the 5th High-Performance Graphics Conference

Evolutionary k-means for distributed data sets

Neurocomputing

Shortest-linkage-based parallel hierarchical clustering on main-belt moving objects of the solar system

Future Generation Computer Systems