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Titlebook: Computational Life Sciences II; Second International Michael R. Berthold,Robert C. Glen,Ingrid Fischer Conference proceedings 2006 Springer

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书目名称Computational Life Sciences II
副标题Second International
编辑Michael R. Berthold,Robert C. Glen,Ingrid Fischer
视频videohttp://file.papertrans.cn/233/232581/232581.mp4
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Computational Life Sciences II; Second International Michael R. Berthold,Robert C. Glen,Ingrid Fischer Conference proceedings 2006 Springer
出版日期Conference proceedings 2006
关键词3D alignment; bioinformatic databases; bioinformatics; biology; biomedical data analysis; data integratin
版次1
doihttps://doi.org/10.1007/11875741
isbn_softcover978-3-540-45767-1
isbn_ebook978-3-540-45768-8Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2006
The information of publication is updating

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Parametric Spectral Analysis of Malaria Gene Expression Time Series Dataon of the . in the intraerythrocytic developmental cycle. In this paper, we propose a new strategy to analyze the cell cycle regulation of gene expression profiles based on the combination of singular spectrum analysis (SSA) and autoregressive (AR) spectral estimation. Using the SSA, we extract the
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Set-Oriented Dimension Reduction: Localizing Principal Component Analysis Via Hidden Markov Modelsination of hidden Markov models (HMMs) and principal component analysis. We derive optimal estimators for the log-likelihood functional and employ the Expectation Maximization algorithm for its numerical optimization. We demonstrate the performance of the method on a generic 102-dimensional example,
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Relational Subgroup Discovery for Descriptive Analysis of Microarray Datas of genes differentially expressed in specific cancers. The descriptions are represented by means of relational features, extracted from gene ontology information, and are straightforwardly interpretable by the medical experts. We applied the proposed method to two known data sets: acute lymphoblas
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