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SDM
2009
SIAM
170views Data Mining» more  SDM 2009»
16 years 3 months ago
Optimal Distance Bounds on Time-Series Data.
Most data mining operations include an integral search component at their core. For example, the performance of similarity search or classification based on Nearest Neighbors is ...
Michail Vlachos, Philip S. Yu, Suleyman S. Kozat
LREC
2008
172views Education» more  LREC 2008»
15 years 7 months ago
CallSurf: Automatic Transcription, Indexing and Structuration of Call Center Conversational Speech for Knowledge Extraction and
Being the client's first interface, call centres worldwide contain a huge amount of information of all kind under the form of conversational speech. If accessible, this infor...
Martine Garnier-Rizet, Gilles Adda, Frederik Caill...
ICDE
2006
IEEE
133views Database» more  ICDE 2006»
16 years 15 days ago
A New Approach for Reactive Web Usage Data Processing
— Web usage mining exploits data mining techniques to discover valuable information from navigation behavior of World Wide Web (WWW) users. The required information is captured b...
Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar
ACNS
2009
Springer
118views Cryptology» more  ACNS 2009»
15 years 10 months ago
Efficient Robust Private Set Intersection
Computing Set Intersection privately and efficiently between two mutually mistrusting parties is an important basic procedure in the area of private data mining. Assuring robustnes...
Dana Dachman-Soled, Tal Malkin, Mariana Raykova, M...
SDM
2007
SIAM
96views Data Mining» more  SDM 2007»
15 years 7 months ago
Higher Order Orthogonal Iteration of Tensors (HOOI) and its Relation to PCA and GLRAM
This paper presents a unified view of a number of dimension reduction techniques under the common framework of tensors. Specifically, it is established that PCA, and the recentl...
Bernard N. Sheehan, Yousef Saad