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IJPRAI
2006
100views more  IJPRAI 2006»
15 years 4 months ago
Nearest Neighbor Discriminant Analysis
Linear Discriminant Analysis (LDA) is a popular feature extraction technique in statistical pattern recognition. However, it often suffers from the small sample size problem when ...
Xipeng Qiu, Lide Wu
BMVC
2010
15 years 2 months ago
Label propagation in complex video sequences using semi-supervised learning
We propose a novel directed graphical model for label propagation in lengthy and complex video sequences. Given hand-labelled start and end frames of a video sequence, a variation...
Ignas Budvytis, Vijay Badrinarayanan, Roberto Cipo...
ECAI
2010
Springer
15 years 2 months ago
Describing the Result of a Classifier to the End-User: Geometric-based Sensitivity
This paper addresses the issue of supporting the end-user of a classifier, when it is used as a decision support system, to classify new cases. We consider several kinds of classif...
Isabelle Alvarez, Sophie Martin, Salma Mesmoudi
SIAMDM
2010
101views more  SIAMDM 2010»
14 years 11 months ago
Rationality and Strongly Polynomial Solvability of Eisenberg--Gale Markets with Two Agents
Inspired by the convex program of Eisenberg and Gale which captures Fisher markets with linear utilities, Jain and Vazirani [STOC, 2007] introduced the class of EisenbergGale (EG)...
Deeparnab Chakrabarty, Nikhil R. Devanur, Vijay V....
IJNSEC
2007
142views more  IJNSEC 2007»
15 years 4 months ago
Java Bytecode Dependence Analysis for Secure Information Flow
Java programs can be transmitted and executed on another host in bytecode format, thus the sensitive information of the host may be leaked via these assembly-like programs. Inform...
Gaowei Bian, Ken Nakayama, Yoshitake Kobayashi, Ma...