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ICIP
2008
IEEE
15 years 11 months ago
A ground truth for motion-based video-object segmentation
This paper describes the design procedure followed to generate a ground truth for the evaluation of motion-based algorithms for video-object segmentation. A thorough review and cl...
Fabricio Tiburzi, Jesús Bescós, Jos&...
NIPS
2008
14 years 11 months ago
Overlaying classifiers: a practical approach for optimal ranking
ROC curves are one of the most widely used displays to evaluate performance of scoring functions. In the paper, we propose a statistical method for directly optimizing the ROC cur...
Stéphan Clémençon, Nicolas Va...
COMPSAC
2002
IEEE
15 years 2 months ago
Object Identification in Legacy Code as a Grouping Problem
Maintenance is undoubtedly the most effort-consuming activity in software production whereby the entropy of legacy systems (e.g., due to redundancies, poor modularity and lack of ...
Houari A. Sahraoui, Petko Valtchev, Idrissa Konkob...
BMCBI
2006
126views more  BMCBI 2006»
14 years 10 months ago
Differential prioritization between relevance and redundancy in correlation-based feature selection techniques for multiclass ge
Background: Due to the large number of genes in a typical microarray dataset, feature selection looks set to play an important role in reducing noise and computational cost in gen...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
WWW
2008
ACM
15 years 10 months ago
Floatcascade learning for fast imbalanced web mining
This paper is concerned with the problem of Imbalanced Classification (IC) in web mining, which often arises on the web due to the "Matthew Effect". As web IC applicatio...
Xiaoxun Zhang, Xueying Wang, Honglei Guo, Zhili Gu...