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» Using Web Data Provenance for Quality Assessment
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ICPR
2010
IEEE
15 years 2 months ago
An Empirical Study of Feature Extraction Methods for Audio Classification
With the growing popularity of video sharing web sites and the increasing use of consumer-level video capture devices, new algorithms are needed for intelligent searching and inde...
Charles Parker
KDD
2012
ACM
235views Data Mining» more  KDD 2012»
13 years 1 months ago
A near-linear time approximation algorithm for angle-based outlier detection in high-dimensional data
Outlier mining in d-dimensional point sets is a fundamental and well studied data mining task due to its variety of applications. Most such applications arise in high-dimensional ...
Ninh Pham, Rasmus Pagh
90
Voted
CSB
2005
IEEE
126views Bioinformatics» more  CSB 2005»
15 years 4 months ago
Discover True Association Rates in Multi-protein Complex Proteomics Data Sets
Experimental processes to collect and process proteomics data are increasingly complex, while the computational methods to assess the quality and significance of these data remain...
Changyu Shen, Lang Li, Jake Yue Chen
JMLR
2010
110views more  JMLR 2010»
14 years 9 months ago
Information Retrieval Perspective to Nonlinear Dimensionality Reduction for Data Visualization
Nonlinear dimensionality reduction methods are often used to visualize high-dimensional data, although the existing methods have been designed for other related tasks such as mani...
Jarkko Venna, Jaakko Peltonen, Kristian Nybo, Hele...
ISBI
2009
IEEE
15 years 6 months ago
A Data-Driven Approach to Discovering Common Brain Anatomy
An atlas defines a common coordinate system to enable the comparison of data from different subjects. Key in the development of a brain atlas are the identification of a common ...
Neil I. Weisenfeld, Simon K. Warfield