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DOCENG
2003
ACM
14 years 25 days ago
Accuracy improvement of automatic text classification based on feature transformation
In this paper, we describe a comparative study on techniques of feature transformation and classification to improve the accuracy of automatic text classification. The normalizati...
Guowei Zu, Wataru Ohyama, Tetsushi Wakabayashi, Fu...
IJCNN
2007
IEEE
14 years 1 months ago
Random Feature Subset Selection for Analysis of Data with Missing Features
Abstract - We discuss an ensemble-of-classifiers based algorithm for the missing feature problem. The proposed approach is inspired in part by the random subspace method, and in pa...
Joseph DePasquale, Robi Polikar
AIRWEB
2008
Springer
13 years 9 months ago
Exploring linguistic features for web spam detection: a preliminary study
We study the usability of linguistic features in the Web spam classification task. The features were computed on two Web spam corpora: Webspam-Uk2006 and Webspam-Uk2007, we make t...
Jakub Piskorski, Marcin Sydow, Dawid Weiss
ICDAR
2009
IEEE
13 years 5 months ago
Invariant Primitives for Handwritten Arabic Script: A Contrastive Study of Four Feature Sets
The choice of relevant features is very decisive in handwriting recognition rate. Our aim is to present some useful structural and statistical features and see their degree of var...
Sofiene Haboubi, Samia Maddouri, Noureddine Ellouz...
CHI
2005
ACM
14 years 8 months ago
ImproViz: visual explorations of jazz improvisations
ImproViz is a visualization technique for diagramming music that brings to light the signature patterns of a jazz musician's improvisational style. ImproViz consists of two p...
Jon Snydal, Marti A. Hearst