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» On the chance accuracies of large collections of classifiers
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COLING
2000
13 years 7 months ago
Automatic Lexical Acquisition Based on Statistical Distributions
We automatically classify verbs into lexical semantic classes, based on distributions of indicators of verb alternations, extracted from a very large annotated corpus. We address ...
Suzanne Stevenson, Paola Merlo
ICTAI
2009
IEEE
14 years 29 days ago
Classifying Sentence-Based Summaries of Web Documents
Text classification categories Web documents in large collections into predefined classes based on their contents. Unfortunately, the classification process can be time-consumi...
Maria Soledad Pera, Yiu-Kai Ng
KDD
2006
ACM
118views Data Mining» more  KDD 2006»
14 years 6 months ago
Reducing the human overhead in text categorization
Many applications in text processing require significant human effort for either labeling large document collections (when learning statistical models) or extrapolating rules from...
Arnd Christian König, Eric Brill
SAC
2006
ACM
14 years 8 days ago
Protein classification using transductive learning on phylogenetic profiles
Phylogenetic profiles of proteins − strings of ones and zeros encoding respectively the presence and absence of proteins in a group of genomes − have recently been used to iden...
Roger A. Craig, Li Liao
AI
2010
Springer
13 years 11 months ago
A Three-Way Decision Approach to Email Spam Filtering
Many classification techniques used for identifying spam emails, treat spam filtering as a binary classification problem. That is, the incoming email is either spam or non-spam....
Bing Zhou, Yiyu Yao, Jigang Luo