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ICDE
2006
IEEE
165views Database» more  ICDE 2006»
16 years 18 days ago
Privacy Preserving Clustering on Horizontally Partitioned Data
Data mining has been a popular research area for more than a decade due to its vast spectrum of applications. The power of data mining tools to extract hidden information that can...
Ali Inan, Yücel Saygin, Erkay Savas, Ay&ccedi...
ICDM
2006
IEEE
139views Data Mining» more  ICDM 2006»
16 years 18 days ago
Privacy Preserving Nearest Neighbor Search
Data mining is frequently obstructed by privacy concerns. In many cases data is distributed, and bringing the data together in one place for analysis is not possible due to privac...
Mark Shaneck, Yongdae Kim, Vipin Kumar
KDD
2005
ACM
123views Data Mining» more  KDD 2005»
16 years 1 days ago
Automated detection of frontal systems from numerical model-generated data
Xiang Li, Rahul Ramachandran, Sara J. Graves, Suni...
PAKDD
2005
ACM
111views Data Mining» more  PAKDD 2005»
16 years 1 days ago
Training Support Vector Machines Using Greedy Stagewise Algorithm
Abstract. Hard margin support vector machines (HM-SVMs) have a risk of getting overfitting in the presence of the noise. Soft margin SVMs deal with this
Liefeng Bo, Ling Wang, Licheng Jiao
ICDE
2010
IEEE
750views Database» more  ICDE 2010»
15 years 11 months ago
Efficient and accurate discovery of patterns in sequence datasets
Existing sequence mining algorithms mostly focus on mining for subsequences. However, a large class of applications, such as biological DNA and protein motif mining, require effici...
Avrilia Floratou, Sandeep Tata, Jignesh M. Patel