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Searching for "Algorithms for Clustering Data" – sorted by Relevance.

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103 documents found, showing 1 through 10. Next 10 →

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A Scalable Algorithm for Clustering Sequential Data
by Valerie Guralnik , George Karypis — 2001 — IN PROC. OF THE 1ST IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM
…A Scalable Algorithm for Clustering Sequential Data Valerie Guralnik, George Karypis fguralnik…
Cited by 15 (2 self) – Add To MetaCart

Local Linear Independent Component Analysis Based on Clustering
by Juha Karhunen, Simona Malaroiu, Mika Ilmoniemi — 2000 — Int. J. of Neural Systems
… are used in connection with a suitable grouping algorithm clustering the data. The clustering part…
Cited by 5 (0 self) – Add To MetaCart

D: COMPACT: A Comparative Package for Clustering Assessment
by Roy Varshavsky, Michal Linial, David Horn — 2005 — In: Lecture Notes in Computer Science. 3759 ed: SpringerVerlag; 2005
… University, Israel horn@(email omitted); Abstract. There exist numerous algorithms that cluster data…
Cited by 3 (2 self) – Add To MetaCart

Clustering High-Dimensional Data Using an Efficient and Effective Data Space Reduction
by Ratko Orlandic — 2005 — Proc. ACM Conf. on Information and Knowledge Management CIKM’05
…@(email omitted); This paper introduces a new algorithm for clustering data in high-dimensional feature spaces…
Cited by 5 (2 self) – Add To MetaCart

On Combining Graph-Partitioning with Non-Parametric Clustering for Image Segmentation
by Aleix M. Martinez, Pradit Mittrapiyanuruk, Avinash C. Kak — 2004
… with respect to the segmentation parameter. Previous implementations have used the k-means algorithm to cluster…
Cited by 1 (0 self) – Add To MetaCart

Scalable Hierarchical Clustering Method for Sequences of Categorical Values
by Tadeusz Morzy , Marek Wojciechowski, Maciej Zakrzewicz — 2001 — PROC. PAKDD
… sequences. The algorithm not only discovers a set of high quality clusters containing similar data sequences…
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Data Analysis: Models and Algorithms
by Andrew Kusiak Intelligent, Andrew Kusiak
… and algorithms for data analysis are discussed. Novel uses of cluster analysis, precedence analysis, and data…
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CHAMELEON: A Hierarchical Clustering Algorithm Using Dynamic Modeling
by George Karypis , Eui-Hong (Sam) Han, Vipin Kumar — 1999
…. Furthermore, most of these algorithms breakdown when the data consists of clusters that are of diverse shapes…
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Spectral Clustering of Biological Sequence Data
by William Pentney Department, William Pentney — 2005 — AAAI
… algorithms for clustering data with symmetric affinities have been detailed in many other sources, e…
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Accurate Recasting of Parameter
by Estimation Algorithms Using, Bin Zhang, Bin Zhang, Meichun Hsu, Meichun Hsu, George Forman, George Forman — 2000
… Parallel Speed-up—Demonstrated for Center-Based Data Clustering Algorithms Bin Zhang, Meichun Hsu, George…
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