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KAIS
2008
79views more  KAIS 2008»
15 years 5 months ago
Top 10 algorithms in data mining
This paper presents the top 10 data mining algorithms identified by the IEEE International Conference on Data Mining (ICDM) in December 2006: C4.5, k-Means, SVM, Apriori, EM, Page...
Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep ...
141
Voted
INFOCOM
2010
IEEE
15 years 3 months ago
Safeguarding Data Delivery by Decoupling Path Propagation and Adoption
—False routing announcements are a serious security problem, which can lead to widespread service disruptions in the Internet. A number of detection systems have been proposed an...
Mingui Zhang, Bin Liu, Beichuan Zhang
KDD
2010
ACM
188views Data Mining» more  KDD 2010»
15 years 2 months ago
Trust network inference for online rating data using generative models
In an online rating system, raters assign ratings to objects contributed by other users. In addition, raters can develop trust and distrust on object contributors depending on a f...
Freddy Chong Tat Chua, Ee-Peng Lim
ICMCS
2009
IEEE
138views Multimedia» more  ICMCS 2009»
15 years 2 months ago
A hybrid FEC-ARQ protocol for low-delay lossless sequential data streaming
Interactive Internet Applications that rely on sequential streams for lossless data exchange often use retransmission protocols (e.g. TCP) for reliability and the guarantee of seq...
Ying-zong Huang, Sanjeev Mehrotra, Jin Li
PODS
2005
ACM
96views Database» more  PODS 2005»
16 years 5 months ago
Privacy-enhancing k-anonymization of customer data
In order to protect individuals' privacy, the technique of kanonymization has been proposed to de-associate sensitive attributes from the corresponding identifiers. In this p...
Sheng Zhong, Zhiqiang Yang, Rebecca N. Wright