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» Utility Elicitation as a Classification Problem
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IADIS
2004
13 years 10 months ago
Web Document Classification: Managing Context Change
This paper focuses on the information management systems of the dynamic World Wide Web. Many individual web pages, such as news portals, provide periodic information and public an...
Sung Sik Park, Yang Sok Kim, Byeong Ho Kang
CHI
2009
ACM
14 years 3 months ago
'Broken Expectations' from a global business perspective
Especially in the past few years, there has been an increase in the rejection rate of interactive consumer electronics products in the field, not due to broken hardware or softwar...
Aylin Koca, Evangelos Karapanos, Aarnout Brombache...
ICASSP
2011
IEEE
13 years 6 days ago
An SVM based classification approach to speech separation
Monaural speech separation is a very challenging task. CASAbased systems utilize acoustic features to produce a time-frequency (T-F) mask. In this study, we propose a classificat...
Kun Han, DeLiang Wang
CVPR
2010
IEEE
14 years 25 days ago
On the design of robust classifiers for computer vision
The design of robust classifiers, which can contend with the noisy and outlier ridden datasets typical of computer vision, is studied. It is argued that such robustness requires l...
Hamed Masnadi-Shirazi, Nuno Vasconcelos, Vijay Mah...
JAIR
2006
113views more  JAIR 2006»
13 years 8 months ago
Generative Prior Knowledge for Discriminative Classification
We present a novel framework for integrating prior knowledge into discriminative classifiers. Our framework allows discriminative classifiers such as Support Vector Machines (SVMs...
Arkady Epshteyn, Gerald DeJong