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Low-Power Themes Classifier (LPTC): A Human-Expert-Based Approach for Classification of Scientific Papers/Theses with Low-Power Theme
Natural Language Processing (NLP) Semantic Web Term Extraction Text Categorization Resource Description Framework (RDF) Low-Power Theme
2013/1/28
Document classification is widely applied in many scientific areas and academic environments, using NLP techniques and term extraction algorithms like CValue, TfIdf, TermEx, GlossEx, Weirdness and the...
A Computer-Aided Diagnosis System for Breast Cancer Using Independent Component Analysis and Fuzzy Classifier
Computer-Aided Diagnosis System Breast Cancer Independent Component Analysis Fuzzy Classifier
2009/9/4
Screening mammograms is a repetitive task that causes fatigue and eye strain since for every thousand cases analyzed by a radiologist, only 3–4 are cancerous and thus an abnormality may be overlooked....
Hierarchical Ensemble of Gabor Fisher Classifier for Face Recognition
Gabor Fisher Classifier Face Recognition
2010/12/16
Gabor feature has been widely recognized as one of the best representations for face recognition. However,traditionally, it has to be reduced in dimension due to
curse of dimensionality. In this pape...
Patch-Based Gabor Fisher Classifier for Face Recognition
Patch-Based Gabor Fisher Classifier Face Recognition
2010/12/16
Face representations based on Gabor features have achieved great success in face recognition, such as Elastic Graph Matching, Gabor Fisher Classifier (GFC), and AdaBoosted Gabor Fisher Classifier (AGF...
AdaBoost Gabor Fisher Classifier for Face Recognition,
AdaBoost Gabor Fisher Classifier Face Recognition
2010/12/15
This paper proposes the AdaBoost Gabor Fisher Classifier (AGFC)for robust face recognition, in which a chain AdaBoost learning method based on Bootstrap re-sampling is proposed and applied to face rec...
Based on HMM and SVM Multilayer Architecture Classifier for Chinese Sign Language Recognition with Large Vocabulary
HMM SVM Multilayer Architecture Classifier Chinese Sign Language Recognition
2010/12/14
This paper has put forward a new architecture classifier method for Chinese sign language recognition (CSLR) to improve the performance of recognition. It is a signer-independent method, to recognize ...
Discriminant Gaborfaces and Support Vector Machines Classifier for Face Recognition,
Discriminant Gaborfaces Vector Machines Classifier Face Recognition
2010/12/15
Feature extraction, discriminant analysis, and classification rules are three crucial issues for face recognition. This paper presents method, named GaborfaceSVM, to handle
three issues together. For...