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» Feature Selection and Effective Classifiers
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117
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AUSDM
2006
Springer
144views Data Mining» more  AUSDM 2006»
15 years 6 months ago
A Characterization of Wordnet Features in Boolean Models For Text Classification
Supervised text classification is the task of automatically assigning a category label to a previously unlabeled text document. We start with a collection of pre-labeled examples ...
Trevor N. Mansuy, Robert J. Hilderman
CVPR
2001
IEEE
16 years 4 months ago
Learning Representative Local Features for Face Detection
This paper describes a face detection approach via learning local features. The key idea is that local features, being manifested by a collection of pixels in a local region, are ...
Xiangrong Chen, Lie Gu, Stan Z. Li, HongJiang Zhan...
136
Voted
ICCV
2009
IEEE
15 years 8 months ago
Joint Pose Estimator and Feature Learning for Object Detection
A new learning strategy for object detection is presented. The proposed scheme forgoes the need to train a collection of detectors dedicated to homogeneous families of poses, an...
Karim Ali, Francois Fleuret, David Hasler and Pasc...
107
Voted
ACL
1998
15 years 4 months ago
Keyword Extraction using Term-Domain Interdependence for Dictation of Radio News
In this paper, we propose keyword extraction method for dictation of radio news which consists of several domains. In our method, newspaper articles which are automatically classi...
Yoshimi Suzuki, Fumiyo Fukumoto, Yoshihiro Sekiguc...
98
Voted
EMNLP
2010
15 years 22 days ago
Improving Gender Classification of Blog Authors
The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, wor...
Arjun Mukherjee, Bing Liu