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» A Statistical Clustering Model and Algorithm
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127
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BMCBI
2010
140views more  BMCBI 2010»
15 years 2 months ago
Quantification and deconvolution of asymmetric LC-MS peaks using the bi-Gaussian mixture model and statistical model selection
Background: Liquid chromatography-mass spectrometry (LC-MS) is one of the major techniques for the quantification of metabolites in complex biological samples. Peak modeling is on...
Tianwei Yu, Hesen Peng
105
Voted
WWW
2005
ACM
15 years 8 months ago
An economic model of the worldwide web
: We believe that much novel insight into the worldwide web can be obtained from taking into account the important fact that it is created, used, and run by selfish optimizing agen...
Georgios Kouroupas, Elias Koutsoupias, Christos H....
BMCBI
2010
190views more  BMCBI 2010»
15 years 2 months ago
Sample size and statistical power considerations in high-dimensionality data settings: a comparative study of classification alg
Background: Data generated using `omics' technologies are characterized by high dimensionality, where the number of features measured per subject vastly exceeds the number of...
Yu Guo, Armin Graber, Robert N. McBurney, Raji Bal...
95
Voted
CLEF
2006
Springer
15 years 6 months ago
Statistical vs. Rule-Based Stemming for Monolingual French Retrieval
This paper describes our approach to the 2006 Adhoc Monolingual Information Retrieval run for French. The goal of our experiment was to compare the performance of a proposed stati...
Prasenjit Majumder, Mandar Mitra, Kalyankumar Datt...
137
Voted
ICCV
2007
IEEE
15 years 8 months ago
Latent Model Clustering and Applications to Visual Recognition
We consider clustering situations in which the pairwise affinity between data points depends on a latent ”context” variable. For example, when clustering features arising fro...
Simon Polak, Amnon Shashua