Sciweavers

315 search results - page 22 / 63
» Using Text Classifiers for Numerical Classification
Sort
View
129
Voted
JMLR
2010
161views more  JMLR 2010»
14 years 8 months ago
Feature Selection for Text Classification Based on Gini Coefficient of Inequality
A number of feature selection mechanisms have been explored in text categorization, among which mutual information, information gain and chi-square are considered most effective. ...
Sanasam Ranbir Singh, Hema A. Murthy, Timothy A. G...
151
Voted
ICML
1998
IEEE
16 years 2 months ago
Employing EM and Pool-Based Active Learning for Text Classification
This paper shows how a text classifier's need for labeled training documents can be reduced by taking advantage of a large pool of unlabeled documents. We modify the Query-by...
Andrew McCallum, Kamal Nigam
EPIA
2009
Springer
15 years 5 months ago
Topic-Related Polarity Classification of Blog Sentences
Though polarity classification has been extensively explored at various text levels and domains, there has been only comparatively little work looking into topic-related polarity c...
Michael Wiegand, Dietrich Klakow
DGO
2007
152views Education» more  DGO 2007»
15 years 3 months ago
Identifying and classifying subjective claims
To understand the subjective documents, for example, public comments on the government’s proposed regulation, opinion identification and classification is required. Rather than ...
Namhee Kwon, Liang Zhou, Eduard H. Hovy, Stuart W....
ICDAR
2009
IEEE
14 years 11 months ago
A Feedback-Based Multi-Classifier System
Multi-classifier approach is a widespread strategy used in many difficult classification problems. Traditionally, in a multi-classifier approach, a classification decision based o...
Giuseppe Pirlo, Claudia Adamita Trullo, Donato Imp...