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Cluster analysis
Known as:
Cluster (statistics)
, Cluster analyses
, Clustering metric
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Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more…
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Apache Spark
Bioinformatics
Business analytics
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Papers overview
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Highly Cited
2014
Highly Cited
2014
A Fast Clustering-Based Feature Subset Selection Algorithm for High Dimensional Data
Yogesh R. Shepal
,
Ashraf Shaikh
2014
Corpus ID: 26858801
: Feature selection involves identifying a subset of the most useful features that produces compatible results as the original…
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Highly Cited
2004
Highly Cited
2004
MM-Cubing: computing Iceberg cubes by factorizing the lattice space
Zheng Shao
,
Jiawei Han
,
Dong Xin
Proceedings. 16th International Conference on…
2004
Corpus ID: 874012
The data cube and iceberg cube computation problem has been studied by many researchers. There are three major approaches…
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Highly Cited
2004
Highly Cited
2004
Density-Based Spatial Clustering in the Presence of Obstacles and Facilitators
Xin Wang
,
Camilo Rostoker
,
Howard J. Hamilton
European Conference on Principles of Data Mining…
2004
Corpus ID: 15568031
In this paper, we propose a new spatial clustering method, called DBRS+, which aims to cluster spatial data in the presence of…
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Highly Cited
2003
Highly Cited
2003
Unsupervised Mining of Statistical Temporal Structures in Video
Lexing Xie
,
Shih-Fu Chang
,
Ajay Divakaran
,
Huifang Sun
2003
Corpus ID: 1757048
In this chapter we present algorithms for unsupervised mining of struc-tures in video using multi-scale statistical models. Video…
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Highly Cited
2002
Highly Cited
2002
Bottleneck Characterization of Dynamic Web Site Benchmarks
C. Amza
,
E. Cecchet
,
+6 authors
W. Zwaenepoel
2002
Corpus ID: 2687941
The absence of benchmarks for Web sites with dynamic content has been a major impediment to research in this area. We describe…
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Highly Cited
2001
Highly Cited
2001
An Intelligent Content-based Image Retrieval System Based on Color, Shape and Spatial Relations
T. Shih
,
Jiung-yao Huang
,
Ching-Sheng Wang
,
J. C. Hung
,
Chuan-Ho Kao
2001
Corpus ID: 15340013
Content-based multimedia information retrieval is an interesting but difficult area of research. Current approaches include the…
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Highly Cited
1997
Highly Cited
1997
Eficiência coletiva: caminho de crescimento para a indústria de pequeno porte
H. Schmitz
1997
Corpus ID: 143027848
This paper is concerned with the growth of small local industry in developing countries and explores one particular route of…
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Highly Cited
1990
Highly Cited
1990
Enhancing Performance in a Persistent Object Store: Clustering Strategies in O2
Véronique Benzaken
,
C. Delobel
Workshop on Persistent Objects
1990
Corpus ID: 2112110
We address the problem of clustering complex data on disk to minimize the number of I/O operations in data intensive applications…
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Highly Cited
1982
Highly Cited
1982
Precursors to a magnitude 4.8 earthquake in the Virgin Islands: Spatial clustering of small earthquakes, anomalous focal mechanisms, and earthquake doublets
A. Frankel
1982
Corpus ID: 130740767
abstract Waveforms of small earthquakes that preceded a magnitude 4.8 earthquake in the Virgin Islands were studied using digital…
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Highly Cited
1977
Highly Cited
1977
Modification of Poisson statistics: modeling defects induced by diffusion
O. Paz
,
T. Lawson
1977
Corpus ID: 61864645
This paper examines a model of LSI device failure and the departure from Poisson statistics that it necessitates. By visually…
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