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Data stream clustering
In computer science, data stream clustering is defined as the clustering of data that arrive continuously such as telephone records, multimedia data…
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10 relations
Approximation algorithm
CURE data clustering algorithm
Category utility
Cluster analysis
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Anomaly-based online intrusion detection system as a sensor for cyber security situational awareness system
T. Kokkonen
2016
Corpus ID: 168214652
Kokkonen, Tero Anomaly-Based Online Intrusion Detection System as a Sensor for Cyber Security Situational Awareness System Jyv…
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2014
2014
High-Throughput , Web-Scale Data Stream Clustering
Guangyu Wu
,
Oisín Boydell
,
P. Cunningham
2014
Corpus ID: 1675783
Clustering is an important technique for analysing and interpreting massive quantities of data present on the web. However the…
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2013
2013
Density Based Distribute Data Stream Clustering Algorithm
Bing Gao
,
Jianpei Zhang
Journal of Software
2013
Corpus ID: 18498671
To solve the problem of distributed data streams clustering, the algorithm DB-DDSC (Density-Based Distribute Data Stream…
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2011
2011
Temporal Structure Learning for Clustering Massive Data Streams in Real-Time
Michael Hahsler
,
Margaret H. Dunham
SDM
2011
Corpus ID: 16489067
This paper describes one of the first attempts to model the temporal structure of massive data streams in real-time using data…
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2011
2011
An Algorithm for Streaming Clustering
Jiaowei Tang
2011
Corpus ID: 17347500
A simple existing data stream clustering algorithm DenStream based on DBScan is studied. Based on DenStream a modified algorithm…
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2009
2009
Data stream clustering and modeling using context-trees
Wei Jiang
,
Pierre Brice
International Conference on Service Systems and…
2009
Corpus ID: 44792540
Many applications such as telecommunication and commercial video broadcasting streams, computer systems logs, and web clicks are…
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2009
2009
Data Stream Clustering Algorithm Based on Grid Density
Ling-Jun Zou
2009
Corpus ID: 63444174
A real time data stream clustering algorithm named RTCS based on density analysis is presented.The algorithm consists of tow…
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2007
2007
A Heterogeneous Data Stream Clustering Algorithm
Chun Yang
2007
Corpus ID: 63992464
Data stream clustering is an important issue in data stream mining. Many real-world data streams have both continuous attributes…
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2007
2007
Grid-based Data Stream Clustering Algorithm
Qing Liu
2007
Corpus ID: 63261766
With strong ability for discovering arbitrary shape clusters and handling noise, grid-based data stream clustering algorithm…
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Review
2005
Review
2005
Mining data streams using clustering
Yi-Hong Lu
,
Y. Huang
International Conference on Machine Learning and…
2005
Corpus ID: 28065027
A data stream is a massive unbounded sequence of data elements continuously generated at a rapid rate. Due to this reason…
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