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ICPR
2002
IEEE
14 years 7 months ago
Radial Projections for Non-Linear Feature Extraction
In this work, two new techniques for non-linear feature extraction are presented. In these techniques, new features are obtained as radial projections of the original measurements...
Alberto J. Pérez Jiménez, Juan Carlo...
CORR
2010
Springer
146views Education» more  CORR 2010»
13 years 3 months ago
NLHB : A Non-Linear Hopper Blum Protocol
The Hopper-Blum (HB) protocol, which uses noised linear parities of a shared key for authentication, has been proposed for light-weight applications such as RFID. Recently, algorit...
Mukundan Madhavan, Andrew Thangaraj, Yogesh Sankar...
ICDE
2012
IEEE
227views Database» more  ICDE 2012»
11 years 8 months ago
Horizontal Reduction: Instance-Level Dimensionality Reduction for Similarity Search in Large Document Databases
—Dimensionality reduction is essential in text mining since the dimensionality of text documents could easily reach several tens of thousands. Most recent efforts on dimensionali...
Min-Soo Kim 0001, Kyu-Young Whang, Yang-Sae Moon
SDM
2012
SIAM
261views Data Mining» more  SDM 2012»
11 years 8 months ago
Combining Active Learning and Dynamic Dimensionality Reduction
To date, many active learning techniques have been developed for acquiring labels when training data is limited. However, an important aspect of the problem has often been neglect...
Mustafa Bilgic