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102
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SAC
2010
ACM
15 years 7 months ago
SE-155 DBSA: a device-based software architecture for data mining
In this paper a new architecture for a variety of data mining tasks is introduced. The Device-Based Software Architecture (DBSA) is a highly portable and generic data mining softw...
Janne Kätevä, Perttu Laurinen, Taneli Ra...
130
Voted
ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
14 years 10 months ago
iSAX 2.0: Indexing and Mining One Billion Time Series
There is an increasingly pressing need, by several applications in diverse domains, for developing techniques able to index and mine very large collections of time series. Examples...
Alessandro Camerra, Themis Palpanas, Jin Shieh, Ea...
115
Voted
SIGMOD
2010
ACM
305views Database» more  SIGMOD 2010»
15 years 5 months ago
MoveMine: mining moving object databases
With the maturity of GPS, wireless, and Web technologies, increasing amounts of movement data collected from various moving objects, such as animals, vehicles, mobile devices, and...
Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yint...
105
Voted
KDD
2006
ACM
172views Data Mining» more  KDD 2006»
16 years 29 days ago
Attack detection in time series for recommender systems
Recent research has identified significant vulnerabilities in recommender systems. Shilling attacks, in which attackers introduce biased ratings in order to influence future recom...
Sheng Zhang, Amit Chakrabarti, James Ford, Fillia ...
96
Voted
KDD
2002
ACM
144views Data Mining» more  KDD 2002»
16 years 29 days ago
Efficiently mining frequent trees in a forest
Mining frequent trees is very useful in domains like bioinformatics, web mining, mining semi-structured data, and so on. We formulate the problem of mining (embedded) subtrees in ...
Mohammed Javeed Zaki