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» Data mining: past, present and future
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ICSE
2007
IEEE-ACM
14 years 7 months ago
Mining Software Engineering Data
Software engineering data (such as code bases, execution traces, historical code changes, mailing lists, and bug databases) contains a wealth of information about a project's...
Tao Xie, Jian Pei, Ahmed E. Hassan
SIGKDD
2002
136views more  SIGKDD 2002»
13 years 7 months ago
A Survey on Wavelet Applications in Data Mining
Recently there has been significant development in the use of wavelet methods in various data mining processes. However, there has been written no comprehensive survey available o...
Tao Li, Qi Li, Shenghuo Zhu, Mitsunori Ogihara
IIR
2010
13 years 9 months ago
An Empirical Comparison of Collaborative Filtering Approaches on Netflix Data
Recommender systems are widely used in E-Commerce for making automatic suggestions of new items that could meet the interest of a given user. Collaborative Filtering approaches co...
Nicola Barbieri, Massimo Guarascio, Ettore Ritacco
ADMA
2009
Springer
105views Data Mining» more  ADMA 2009»
13 years 10 months ago
Mining User Position Log for Construction of Personalized Activity Map
Consider a scenario in which a smart phone automatically saves the user’s positional records for personalized location-based applications. The smart phone will infer patterns of ...
Hui Fang, Wen-Jing Hsu, Larry Rudolph
KDD
2005
ACM
106views Data Mining» more  KDD 2005»
14 years 7 months ago
Simultaneous optimization of complex mining tasks with a knowledgeable cache
With an increasing use of data mining tools and techniques, we envision that a Knowledge Discovery and Data Mining System (KDDMS) will have to support and optimize for the followi...
Ruoming Jin, Kaushik Sinha, Gagan Agrawal