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» Feature Engineering for Text Classification
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ICML
2007
IEEE
15 years 10 months ago
Self-taught learning: transfer learning from unlabeled data
We present a new machine learning framework called "self-taught learning" for using unlabeled data in supervised classification tasks. We do not assume that the unlabele...
Rajat Raina, Alexis Battle, Honglak Lee, Benjamin ...
BMCBI
2005
155views more  BMCBI 2005»
14 years 9 months ago
Mining protein function from text using term-based support vector machines
Background: Text mining has spurred huge interest in the domain of biology. The goal of the BioCreAtIvE exercise was to evaluate the performance of current text mining systems. We...
Simon B. Rice, Goran Nenadic, Benjamin J. Stapley
CHI
2005
ACM
15 years 10 months ago
Effectiveness of end-user debugging software features: are there gender issues?
Although gender differences in a technological world are receiving significant research attention, much of the research and practice has aimed at how society and education can imp...
Laura Beckwith, Margaret M. Burnett, Susan Wiedenb...
JMLR
2006
147views more  JMLR 2006»
14 years 9 months ago
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images
In recent years anti-spam filters have become necessary tools for Internet service providers to face up to the continuously growing spam phenomenon. Current server-side anti-spam ...
Giorgio Fumera, Ignazio Pillai, Fabio Roli
HICSS
1997
IEEE
89views Biometrics» more  HICSS 1997»
15 years 1 months ago
Text Types in Hypermedia
The discipline of narratology has long recognized the need to classify documents as instances of different text types. We have discovered that classification is as applicable to h...
Stephen W. Smoliar, James D. Baker