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» On the Inverse Classification Problem and its Applications
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SDM
2004
SIAM
242views Data Mining» more  SDM 2004»
13 years 9 months ago
Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
Wenliang Du, Yunghsiang S. Han, Shigang Chen
ICCV
2007
IEEE
14 years 9 months ago
Fast Pixel/Part Selection with Sparse Eigenvectors
We extend the "Sparse LDA" algorithm of [7] with new sparsity bounds on 2-class separability and efficient partitioned matrix inverse techniques leading to 1000-fold spe...
Bernard Moghaddam, Yair Weiss, Shai Avidan
SIAMSC
2011
115views more  SIAMSC 2011»
13 years 2 months ago
A Fast and Stable Solver for Singular Integral Equations on Piecewise Smooth Curves
A scheme is presented for the numerical solution of singular integral equations on piecewise smooth curves. It relies on several techniques: reduction, Nystr¨om discretization, co...
Johan Helsing
JSW
2007
97views more  JSW 2007»
13 years 7 months ago
Instantiation of a Classification System Framework that Facilitates Reuse
Abstract—Frameworks are a key technology to reduce software development costs and shorten the time-to-market. However, framework complexity presents reuse problems that limit its...
Sérgio F. Lopes, Adriano Tavares, Joã...
GIAE
2004
Springer
136views Mathematics» more  GIAE 2004»
14 years 29 days ago
Implicit Reduced Involutive Forms and Their Application to Engineering Multibody Systems
Abstract. The RifSimp package in Maple transforms a set of differential equations to Reduced Involutive Form. This paper describes the application of RifSimp to challenging real-w...
Wenqin Zhou, David J. Jeffrey, Gregory J. Reid, Ch...