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JMLR
2008
168views more  JMLR 2008»
13 years 10 months ago
Max-margin Classification of Data with Absent Features
We consider the problem of learning classifiers in structured domains, where some objects have a subset of features that are inherently absent due to complex relationships between...
Gal Chechik, Geremy Heitz, Gal Elidan, Pieter Abbe...
ICML
2008
IEEE
14 years 11 months ago
Random classification noise defeats all convex potential boosters
A broad class of boosting algorithms can be interpreted as performing coordinate-wise gradient descent to minimize some potential function of the margins of a data set. This class...
Philip M. Long, Rocco A. Servedio
ISI
2008
Springer
13 years 10 months ago
A template alignment algorithm for question classification
Question classification (QC) plays a key role in automated question answering (QA) systems. In Chinese QC, for example, a question is analyzed and then labeled with the question ty...
Cheng-Lung Sung, Min-Yuh Day, Hsu-Chun Yen, Wen-Li...
CHI
2008
ACM
14 years 10 months ago
Values, value and worth: their relationship to hci?
This workshop explores the territory of `value-centred HCI' with the intention of freeing us from the tricky complexity of this topic and the multiple meanings of the words `...
David J. Gilmore, Gilbert Cockton, Elizabeth F. Ch...
ESEM
2008
ACM
13 years 12 months ago
Web application fault classification - an exploratory study
Controlled experiments in web application testing use seeded faults to evaluate the effectiveness of the testing technique. However, the classes of seeded faults are not always ex...
Yuepu Guo, Sreedevi Sampath