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KDD
2004
ACM
138views Data Mining» more  KDD 2004»
16 years 6 months ago
IDR/QR: an incremental dimension reduction algorithm via QR decomposition
Dimension reduction is a critical data preprocessing step for many database and data mining applications, such as efficient storage and retrieval of high-dimensional data. In the ...
Jieping Ye, Qi Li, Hui Xiong, Haesun Park, Ravi Ja...
116
Voted
PPSC
2001
15 years 7 months ago
Out-of-Core SVD and QR Decompositions
Eran Rabani, Sivan Toledo
86
Voted
TIT
2008
84views more  TIT 2008»
15 years 5 months ago
Broadcast in MIMO Systems Based on a Generalized QR Decomposition: Signaling and Performance Analysis
Mohammad Ali Maddah-Ali, Mehdi Ansari Sadrabadi, A...
ICDE
2009
IEEE
168views Database» more  ICDE 2009»
16 years 7 months ago
Privacy-Preserving Singular Value Decomposition
Abstract-- In this paper, we propose secure protocols to perform Singular Value Decomposition (SVD) for two parties over horizontally and vertically partitioned data. We propose va...
Shuguo Han, Wee Keong Ng, Philip S. Yu
NPL
1998
175views more  NPL 1998»
15 years 5 months ago
Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network
Abstract. One of the main problems associated with arti cial neural networks online learning methods is the estimation of model order. In this paper, we report about a new approach...
Roman Rosipal, Milos Koska, Igor Farkas