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» Predicting relative performance of classifiers from samples
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106
Voted
ICC
2009
IEEE
182views Communications» more  ICC 2009»
15 years 7 months ago
Content Clustering Based Video Quality Prediction Model for MPEG4 Video Streaming over Wireless Networks
— The aim of this paper is quality prediction for streaming MPEG4 video sequences over wireless networks for all video content types. Video content has an impact on video quality...
Asiya Khan, Lingfen Sun, Emmanuel C. Ifeachor
KDD
2009
ACM
142views Data Mining» more  KDD 2009»
16 years 1 months ago
Quantification and semi-supervised classification methods for handling changes in class distribution
In realistic settings the prevalence of a class may change after a classifier is induced and this will degrade the performance of the classifier. Further complicating this scenari...
Jack Chongjie Xue, Gary M. Weiss
172
Voted
BMCBI
2006
169views more  BMCBI 2006»
15 years 20 days ago
Assessing protein similarity with Gene Ontology and its use in subnuclear localization prediction
Background: The accomplishment of the various genome sequencing projects resulted in accumulation of massive amount of gene sequence information. This calls for a large-scale comp...
Zhengdeng Lei, Yang Dai
93
Voted
CSB
2005
IEEE
126views Bioinformatics» more  CSB 2005»
15 years 6 months ago
Identifying Simple Discriminatory Gene Vectors with an Information Theory Approach
In the feature selection of cancer classification problems, many existing methods consider genes individually by choosing the top genes which have the most significant signal-to...
Zheng Yun, Kwoh Chee Keong
DAS
2006
Springer
15 years 2 months ago
Extraction and Analysis of Document Examiner Features from Vector Skeletons of Grapheme 'th'
Abstract. This paper presents a study of 25 structural features extracted from samples of grapheme `th' that correspond to features commonly used by forensic document examiner...
Vladimir Pervouchine, Graham Leedham