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» Utility Elicitation as a Classification Problem
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IAJIT
2007
104views more  IAJIT 2007»
13 years 8 months ago
A Learning-Classification Based Approach for Word Prediction
: Word prediction is an important NLP problem in which we want to predict the correct word in a given context. Word completion utilities, predictive text entry systems, writing aid...
Hisham Al-Mubaid
FLAIRS
2004
13 years 10 months ago
Automatic Generation of Background Text to Aid Classification
We illustrate that Web searches can often be utilized to generate background text for use with text classification. This is the case because there are frequently many pages on the...
Sarah Zelikovitz, Robert Hafner
SDM
2008
SIAM
114views Data Mining» more  SDM 2008»
13 years 10 months ago
Semi-Supervised Classification with Universum
The Universum data, defined as a collection of "nonexamples" that do not belong to any class of interest, have been shown to encode some prior knowledge by representing ...
Dan Zhang, Jingdong Wang, Fei Wang, Changshui Zhan...

Publication
341views
15 years 7 months ago
Incentive Compatible Mechanisms for Decentralized Supply Chain Formation
In this thesis, we describe a decentralized supply chain formation problem where the supply chain planner or a central design authority (CDA) is faced with the decision of choosi...
Nikesh Kumar Srivastava
ICML
2007
IEEE
14 years 9 months ago
Minimum reference set based feature selection for small sample classifications
We address feature selection problems for classification of small samples and high dimensionality. A practical example is microarray-based cancer classification problems, where sa...
Xue-wen Chen, Jong Cheol Jeong