Multiple changepoint detection in categorical data streams

Statistics and Computing ◽

10.1007/s11222-019-09858-0 ◽

2019 ◽

Vol 29 (5) ◽

pp. 1109-1125

Author(s):

Joshua Plasse ◽

Niall M. Adams

Keyword(s):

Data Streams ◽

Categorical Data ◽

Changepoint Detection

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A Fast Outlier Detection Algorithm for High Dimensional Categorical Data Streams

Journal of Software ◽

10.1360/jos180933 ◽

2007 ◽

Vol 18 (4) ◽

pp. 933 ◽

Author(s):

Xiao-Yun ZHOU

Keyword(s):

Outlier Detection ◽

Data Streams ◽

Categorical Data ◽

Detection Algorithm ◽

High Dimensional

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K-modestream algorithm for clustering categorical data streams

CSI Transactions on ICT ◽

10.1007/s40012-017-0170-z ◽

2017 ◽

Vol 5 (3) ◽

pp. 295-303

Author(s):

Ravi Sankar Sangam ◽

Hari Om

Keyword(s):

Data Streams ◽

Categorical Data

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Detecting the Change of Clustering Structure in Categorical Data Streams

Proceedings of the 2006 SIAM International Conference on Data Mining ◽

10.1137/1.9781611972764.49 ◽

2006 ◽

Author(s):

Keke Chen ◽

Ling Liu

Keyword(s):

Data Streams ◽

Categorical Data

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Context-Based Abrupt Change Detection and Adaptation for Categorical Data Streams

Discovery Science - Lecture Notes in Computer Science ◽

10.1007/978-3-319-67786-6_1 ◽

2017 ◽

pp. 3-17 ◽

Author(s):

Sarah D’Ettorre ◽

Herna L. Viktor ◽

Eric Paquet

Keyword(s):

Change Detection ◽

Data Streams ◽

Categorical Data ◽

Abrupt Change ◽

Abrupt Change Detection

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A Novel Approach for Clustering Categorical Data Streams

International Journal of Innovation Management and Technology ◽

10.7763/ijimt.2013.v4.447 ◽

2013 ◽

Author(s):

J. Chandrika

Keyword(s):

Data Streams ◽

Categorical Data ◽

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On clustering massive text and categorical data streams

Knowledge and Information Systems ◽

10.1007/s10115-009-0241-z ◽

2009 ◽

Vol 24 (2) ◽

pp. 171-196 ◽

Author(s):

Charu C. Aggarwal ◽

Philip S. Yu

Keyword(s):

Data Streams ◽

Categorical Data

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A Framework for Clustering Massive Text and Categorical Data Streams

Proceedings of the 2006 SIAM International Conference on Data Mining ◽

10.1137/1.9781611972764.44 ◽

2006 ◽

Author(s):

Charu C. Aggarwal ◽

Philip S. Yu

Keyword(s):

Data Streams ◽

Categorical Data

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Extensible Attribute Similarity Data Mining for Categorical Data Streams in Web Usage Framework

Information and Communication Technology for Sustainable Development - Advances in Intelligent Systems and Computing ◽

10.1007/978-981-13-7166-0_78 ◽

2019 ◽

pp. 779-788

Author(s):

N. Pushpalatha ◽

S. Sai Satyanarayana Reddy ◽

N. Subhash Chandra

Keyword(s):

Data Mining ◽

Data Streams ◽

Categorical Data ◽

Web Usage ◽

Similarity Data

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Clustering categorical data streams

Journal of Computational Methods in Sciences and Engineering ◽

10.3233/jcm-2011-0363 ◽

2011 ◽

Vol 11 (4) ◽

pp. 185-192 ◽

Author(s):

Zengyou He ◽

Xiaofei Xu ◽

Shengchun Deng ◽

Joshua Zhexue Huang

Keyword(s):

Data Streams ◽

Categorical Data

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Incremental entropy-based clustering on categorical data streams with concept drift

Knowledge-Based Systems ◽

10.1016/j.knosys.2014.02.004 ◽

2014 ◽

Vol 59 ◽

pp. 33-47 ◽

Author(s):

Yanhong Li ◽

Deyu Li ◽

Suge Wang ◽

Yanhui Zhai

Keyword(s):

Data Streams ◽

Categorical Data ◽

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