Computational intelligence methods for bioinformatics and biostatistics : 9th International Meeting, CIBB 2012, Houston, TX, USA, July 12-14, 2012 : revised selected papers / Leif E. Peterson, Francesco Masulli, Giuseppe Russo (eds.).

By: (9th : CIBB (Meeting) (9th : 2012 : Houston, Tex.)
Contributor(s): Peterson, Leif E, 1957- | Masulli, F. (Francesco) | Russo, Giuseppe
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7845.; Lecture notes in computer science: ; LNCS sublibrary: Publisher: Berlin : Springer, ©2013Description: 1 online resource (184 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783642383427; 3642383424Other title: CIBB 2012Subject(s): Computational intelligence -- Congresses | Bioinformatics -- Congresses | Biometry -- Congresses | Computational Biology -- Congresses | Artificial Intelligence -- Congresses | Biometry -- Congresses | Computational Biology | Artificial Intelligence | Biometry | Computational intelligence | Bioinformatics | Biometry | Biology | Health & Biological Sciences | Biology - General | computerwetenschappen | computer sciences | bioinformatics | computational science | beeldverwerking | image processing | machine vision | patroonherkenning | pattern recognition | algoritmen | algorithms | computeranalyse | computer analysis | datamining | data mining | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress. | Electronic books. | Conference papers and proceedings. | Computer software. | Ebook. Additional physical formats: Printed edition:: No titleDDC classification: 570.285 LOC classification: QH324.2 | .C53 2012Online resources: Click here to access online
Contents:
Relativistic Heavy Ions and DNA Damage -- A Theoretical Analysis of Visual Distributions of Ionizing-Radiation-Induced Foci in Human Cells by Heavy Ions / Artem L. Ponomarev, Francis A. Cucinotta -- Multiple CPU Computing: The Example of the Code RITRACKS / Ianik Plante, Francis A. Cucinotta -- Modeling the Depressed Hematopoietic Cells for Immune System under Chronic Radiation / Shaowen Hu, Francis A. Cucinotta -- Image Segmentation. Feature-Based Medical Image Registration Using a Fuzzy Clustering Segmentation Approach / Hassan Mahmoud, Francesco Masulli, Stefano Rovetta -- A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation / Yu-Bing Chang [and others] -- Proteomics. Searching Structural Blocks by SS Exhaustive Matching / Virginio Cantoni [and others] -- Characterizing Intermediate Conformations in Protein Conformational Space / Rosanne Vetro, Nurit Haspel, Dan Simovici -- A Method of Extracting Sentences Containing Protein Function Information from Articles by Iterative Learning with Feature Update / Kazunori Miyanishi, Takenao Ohkawa -- RNA and DNA Sequence Analysis. Non-coding RNA Covariance Model Combination Using Mixed Primary-Secondary Structure Alignment / Jennifer A. Smith -- A Study of Compression-Based Methods for the Analysis of Barcode Sequences / Massimo La Rosa [and others] -- RNA, DNA, and SNP Microarrays. Assessing Agreement between microRNA Microarray Platforms via Linear Measurement Error Models / Niccolò Bassani, Federico Ambrogi, Elia Biganzoli -- Extracting Key Pathways from Gene Signature and Genetic Aberrations in Subtypes of Cancer / Peikai Chen [and others] -- Semi-Supervised/Unsupervised Cluster Analysis. Investigating Distance Metrics in Semi-supervised Fuzzy c-Means for Breast Cancer Classification / Daphne Teck Ching Lai, Jonathan M. Garibaldi -- Two Covariances Harnessing Fuzzy Clustering Based PCA for Discrimination of Microarray Data / Mika Sato-Ilic -- Random Matrix Theory and Covariance Matrix Filtering for Cancer Gene Expression / Leif E. Peterson, Charles E. Ford.
Summary: This book constitutes the refereed proceedings of the 9th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2012, held in Houston, TX, USA during in July 2012. The 16 revised full papers presented were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on relativistic heavy ions and DNA damage; image segmentation; proteomics; RNA and DNA sequence analysis; RNA, DNA, and SNP microarrays; semi-supervised/unsupervised cluster analysis.
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Includes bibliographical references and index.

Relativistic Heavy Ions and DNA Damage -- A Theoretical Analysis of Visual Distributions of Ionizing-Radiation-Induced Foci in Human Cells by Heavy Ions / Artem L. Ponomarev, Francis A. Cucinotta -- Multiple CPU Computing: The Example of the Code RITRACKS / Ianik Plante, Francis A. Cucinotta -- Modeling the Depressed Hematopoietic Cells for Immune System under Chronic Radiation / Shaowen Hu, Francis A. Cucinotta -- Image Segmentation. Feature-Based Medical Image Registration Using a Fuzzy Clustering Segmentation Approach / Hassan Mahmoud, Francesco Masulli, Stefano Rovetta -- A Novel Approach Based on Joint Optimization of Alignment and Statistical Surface Representation with Wavelet Transform for CBCT Segmentation / Yu-Bing Chang [and others] -- Proteomics. Searching Structural Blocks by SS Exhaustive Matching / Virginio Cantoni [and others] -- Characterizing Intermediate Conformations in Protein Conformational Space / Rosanne Vetro, Nurit Haspel, Dan Simovici -- A Method of Extracting Sentences Containing Protein Function Information from Articles by Iterative Learning with Feature Update / Kazunori Miyanishi, Takenao Ohkawa -- RNA and DNA Sequence Analysis. Non-coding RNA Covariance Model Combination Using Mixed Primary-Secondary Structure Alignment / Jennifer A. Smith -- A Study of Compression-Based Methods for the Analysis of Barcode Sequences / Massimo La Rosa [and others] -- RNA, DNA, and SNP Microarrays. Assessing Agreement between microRNA Microarray Platforms via Linear Measurement Error Models / Niccolò Bassani, Federico Ambrogi, Elia Biganzoli -- Extracting Key Pathways from Gene Signature and Genetic Aberrations in Subtypes of Cancer / Peikai Chen [and others] -- Semi-Supervised/Unsupervised Cluster Analysis. Investigating Distance Metrics in Semi-supervised Fuzzy c-Means for Breast Cancer Classification / Daphne Teck Ching Lai, Jonathan M. Garibaldi -- Two Covariances Harnessing Fuzzy Clustering Based PCA for Discrimination of Microarray Data / Mika Sato-Ilic -- Random Matrix Theory and Covariance Matrix Filtering for Cancer Gene Expression / Leif E. Peterson, Charles E. Ford.

This book constitutes the refereed proceedings of the 9th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2012, held in Houston, TX, USA during in July 2012. The 16 revised full papers presented were carefully reviewed and selected from 23 submissions. The papers are organized in topical sections on relativistic heavy ions and DNA damage; image segmentation; proteomics; RNA and DNA sequence analysis; RNA, DNA, and SNP microarrays; semi-supervised/unsupervised cluster analysis.

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