Exploiting parallelism to support scalable hierarchical clustering
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[1] Inderjit S. Dhillon,et al. Efficient Clustering of Very Large Document Collections , 2001 .
[2] Dik Lun Lee,et al. Document Ranking and the Vector-Space Model , 1997, IEEE Softw..
[3] Anil K. Jain,et al. Artificial neural networks for feature extraction and multivariate data projection , 1995, IEEE Trans. Neural Networks.
[4] John A. Hartigan,et al. Clustering Algorithms , 1975 .
[5] Chinatsu Aone,et al. Fast and effective text mining using linear-time document clustering , 1999, KDD '99.
[6] Ellen M. Voorhees,et al. Implementing agglomerative hierarchic clustering algorithms for use in document retrieval , 1986, Inf. Process. Manag..
[7] Michael McGill,et al. Introduction to Modern Information Retrieval , 1983 .
[8] Jack Dongarra,et al. MPI: The Complete Reference , 1996 .
[9] Rajeev Thakur,et al. Improving the Performance of Collective Operations in MPICH , 2003, PVM/MPI.
[10] Peter Scheuermann,et al. Efficient Parallel Hierarchical Clustering , 2004, Euro-Par.
[11] Carlos Ordonez,et al. Efficient disk-based K-means clustering for relational databases , 2004, IEEE Transactions on Knowledge and Data Engineering.
[12] Sanguthevar Rajasekaran. Efficient parallel hierarchical clustering algorithms , 2005, IEEE Transactions on Parallel and Distributed Systems.
[13] H. Edelsbrunner,et al. Efficient algorithms for agglomerative hierarchical clustering methods , 1984 .
[14] Inderjit S. Dhillon,et al. A Data-Clustering Algorithm on Distributed Memory Multiprocessors , 1999, Large-Scale Parallel Data Mining.
[15] Wei-Ying Ma,et al. Locality preserving indexing for document representation , 2004, SIGIR '04.
[16] Tian Zhang,et al. BIRCH: an efficient data clustering method for very large databases , 1996, SIGMOD '96.
[17] Oren Etzioni,et al. Web document clustering: a feasibility demonstration , 1998, SIGIR '98.
[18] Ratko Orlandic,et al. Clustering high-dimensional data using an efficient and effective data space reduction , 2005, CIKM '05.
[19] Geoffrey C. Fox,et al. MPIJAVA: An Object-Oriented JAVA Interface to MPI , 1999, IPPS/SPDP Workshops.
[20] Ophir Frieder,et al. Information retrieval - algorithms and heuristics , 1998, The Kluwer international series in engineering and computer science.
[21] Beng Chin Ooi,et al. Contorting high dimensional data for efficient main memory KNN processing , 2003, SIGMOD '03.
[22] Ophir Frieder,et al. IIT TREC-9 - Entity Based Feedback with Fusion , 2000, TREC.
[23] George Karypis,et al. CLUTO - A Clustering Toolkit , 2002 .
[24] Xiaobo Li,et al. Parallel Algorithms for Hierarchical Clustering and Cluster Validity , 1990, IEEE Trans. Pattern Anal. Mach. Intell..
[25] George Karypis,et al. A Comparison of Document Clustering Techniques , 2000 .
[26] Anil K. Jain,et al. Algorithms for Clustering Data , 1988 .
[27] Oren Etzioni,et al. Web document clustering , 1998, SIGIR 1998.
[28] George Karypis,et al. Improve precategorized collection retrieval by using supervised term weighting schemes , 2002, Proceedings. International Conference on Information Technology: Coding and Computing.
[29] Michael R. Anderberg,et al. Cluster Analysis for Applications , 1973 .
[30] Ophir Frieder,et al. Clustering and classification of large document bases in a parallel environment , 1997 .
[31] C. J. van Rijsbergen,et al. The use of hierarchic clustering in information retrieval , 1971, Inf. Storage Retr..
[32] Shi Zhong,et al. Efficient online spherical k-means clustering , 2005, Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005..
[33] Richard O. Duda,et al. Pattern classification and scene analysis , 1974, A Wiley-Interscience publication.
[34] Ophir Frieder,et al. Information Retrieval: Algorithms and Heuristics (The Kluwer International Series on Information Retrieval) , 2004 .
[35] Shi-Jinn Horng,et al. Efficient Parallel Algorithms for Hierarchical Clustering on Arrays with Reconfigurable Optical Buses , 2000, J. Parallel Distributed Comput..
[36] Hinrich Schütze,et al. Projections for efficient document clustering , 1997, SIGIR '97.
[37] Naftali Tishby,et al. Sufficient Dimensionality Reduction , 2003, J. Mach. Learn. Res..
[38] Clark F. Olson,et al. Parallel Algorithms for Hierarchical Clustering , 1995, Parallel Comput..
[39] Sudipto Guha,et al. CURE: an efficient clustering algorithm for large databases , 1998, SIGMOD '98.
[40] George Karypis,et al. Evaluation of hierarchical clustering algorithms for document datasets , 2002, CIKM '02.
[41] Anthony Skjellum,et al. Using MPI - portable parallel programming with the message-parsing interface , 1994 .
[42] William Gropp,et al. Skjellum using mpi: portable parallel programming with the message-passing interface , 1994 .
[43] W. Bruce Croft,et al. Cluster-based language models for distributed retrieval , 1999, SIGIR '99.
[44] Anthony Skjellum,et al. A High-Performance, Portable Implementation of the MPI Message Passing Interface Standard , 1996, Parallel Comput..
[45] Gerard Salton,et al. A vector space model for automatic indexing , 1975, CACM.
[46] Paul S. Bradley,et al. Scaling Clustering Algorithms to Large Databases , 1998, KDD.
[47] David G. Stork,et al. Pattern Classification , 1973 .
[48] Philip J. Bernhard,et al. Industrial evaluation of a highly-accurate academic IR system , 2003, CIKM '03.
[49] Peter Willett,et al. Recent trends in hierarchic document clustering: A critical review , 1988, Inf. Process. Manag..
[50] Corrine Cheng,et al. Incremental and effective data summarization for dynamic hierarchical clustering , 2004, SIGMOD '04.
[51] Keke Chen,et al. ClusterMap: labeling clusters in large datasets via visualization , 2004, CIKM '04.