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» Studies in Solution Sampling
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BMCBI
2006
129views more  BMCBI 2006»
15 years 7 months ago
Identifying genes that contribute most to good classification in microarrays
Background: The goal of most microarray studies is either the identification of genes that are most differentially expressed or the creation of a good classification rule. The dis...
Stuart G. Baker, Barnett S. Kramer
ICIP
2008
IEEE
16 years 8 months ago
Algorithmic inferencing of aesthetics and emotion in natural images: An exposition
Initial studies have shown that automatic inference of high-level image quality or aesthetics is very challenging. The ability to do so, however, can prove beneficial in many appl...
Ritendra Datta, Jia Li, James Ze Wang
ICIP
2004
IEEE
16 years 8 months ago
Videoconferencing over an intermediate-proxy
While the recent developments in access technologies such as DSL and cable enable end-users to communicate with each other in the means of video and voice, there still exist sever...
Ali C. Begen, Yucel Altunbasak
ICDE
2005
IEEE
118views Database» more  ICDE 2005»
16 years 8 months ago
Scrutinizing Frequent Pattern Discovery Performance
Benchmarking technical solutions is as important as the solutions themselves. Yet many fields still lack any type of rigorous evaluation. Performance benchmarking has always been ...
Mohammad El-Hajj, Osmar R. Zaïane, Stella Luk...
ICML
2003
IEEE
16 years 7 months ago
Weighted Low-Rank Approximations
We study the common problem of approximating a target matrix with a matrix of lower rank. We provide a simple and efficient (EM) algorithm for solving weighted low-rank approximat...
Nathan Srebro, Tommi Jaakkola