| Description |
1 online resource (xiv, 286 pages) : illustrations |
| Series |
Advances in intelligent and soft computing, 1867-5670 ; 154 |
|
Advances in intelligent and soft computing ; 154. 1867-5662
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| Contents |
Parallel Spectral Clustering for the Segmentation of cDNA Microarray Images / Sandrine Mouysset, Ronan Guivarch, Joseph Noailles and Daniel Ruiz -- Prognostic Prediction Using Clinical Expression Time Series: Towards a Supervised Learning Approach Based on Meta-biclusters / André V. Carreiro, Artur J. Ferreira, Mário A.T. Figueiredo and Sara C. Madeira -- Parallel e-CCC-Biclustering: Mining Approximate Temporal Patterns in Gene Expression Time Series Using Parallel Biclustering / Filipe Cristóvão and Sara C. Madeira -- Identification of Regulatory Binding Sites on mRNA Using in Vivo Derived Informations and SVMs / Carmen Maria Livi, Luc Paillard, Enrico Blanzieri and Yann Audic -- Parameter Influence in Genetic Algorithm Optimization of Support Vector Machines / Paulo Gaspar, Jaime Carbonell and José Luís Oliveira -- Biological Knowledge Integration in DNA Microarray Gene Expression Classification Based on Rough Set Theory / D. Calvo-Dmgz, J.F. Galvez, Daniel Glez-Peña and Florentino Fdez-Riverola -- Quantitative Assessment of Estimation Approaches for Mining over Incomplete Data in Complex Biomedical Spaces: A Case Study on Cerebral Aneurysms / Jesus Bisbal, Gerhard Engelbrecht and Alejandro F. Frangi -- ASAP: An Automated System for Scientific Literature Search in PubMed Using Web Agents / Carlos Carvalhal, Sérgio Deusdado and Leonel Deusdado -- Case-Based Reasoning to Classify Endodontic Retreatments / Livia Campo, Vicente Vera, Enrique Garcia, Juan F. De Paz and Juan M. Corchado -- A Comparative Analysis of Balancing Techniques and Attribute Reduction Algorithms / R. Romero, E.L. Iglesias and L. Borrajo -- Sliced Model Checking for Phylogenetic Analysis / José Ignacio Requeno, Roberto Blanco, Gregorio de Miguel Casado and José Manuel Colom -- PHYSER: An Algorithm to Detect Sequencing Errors from Phylogenetic Information / Jorge Álvarez-Jarreta, Elvira Mayordomo and Eduardo Ruiz-Pesini -- A Systematic Approach to the Interrogation and Sharing of Standardised Biofilm Signatures / Anália Lourenço, Andreia Ferreira, Maria Olivia Pereira and Nuno F. Azevedo -- Visual Analysis Tool in Comparative Genomics / Juan F. De Paz, Carolina Zato, María Abáigar, Ana Rodríguez-Vicente and Rocío Benito, et al. -- From Networks to Trees / Marco Alves, Joãd Alves, Rui Camacho, Pedro Soares and Luísa Pereira -- Procedure for Detection of Membranes in Three-Dimensional Subcellular Density Maps / A. Martinez-Sanchez, I. Garcia and J.J. Fernandez -- A Cellular Automaton Model for Tumor Growth Simulation / Ángel Monteagudo and José Santos -- Ectopic Foci Study on the Crest Terminalis in 3D Computer Model of Human Atrial / Carlos A. Ruiz-Villa, Andrés P. Castaño, Andrés Castillo and Elvio Heidenreich -- SAD_BaSe: A Blood Bank Data Analysis Software / Augusto Ramoa, Salomé Maia and Anália Lourenço -- A Rare Disease Patient Manager / Pedro Lopes, Rafael Mendonça, Hugo Rocha, Jorge Oliveira and Laura Vilarinho, et al. -- MorphoCol: A Powerful Tool for the Clinical Profiling of Pathogenic Bacteria / Ana Margarida Sous, Anália Lourenço and Maria Olívia Pereira -- Applying AIBench Framework to Develop Rich User Interfaces in NGS Studies / Hugo López-Fernández, Daniel Glez-Peña, Miguel Reboiro-Jato, Gonzalo Gómez-López and David G. Pisano, et al. -- Comparing Bowtie and BWA to Align Short Reads from a RNA-Seq Experiment / N. Medina-Medina, A. Broka, S. Lacey, H. Lin and E.S. Klings, et al. -- SAMasGC: Sequencing Analysis with a Multiagent System and Grid Computing / Roberto González, Carolina Zato, Rocío Benito, María Hernández and Jesús M. Hernández, et al. -- Exon: A Web-Based Software Toolkit for DNA Sequence Analysis / Diogo Pratas, Armando J. Pinho and Sara P. Garcia -- On the Development of a Pipeline for the Automatic Detection of Positively Selected Sites / David Reboiro-Jato, Miguel Reboiro-Jato, Florentino Fdez-Riverola, Nuno A. Fonseca and Jorge Vieira -- Compact Representation of Biological Sequences Using Set Decision Diagrams / José Ignacio Requeno and José Manuel Colom -- Computational Tools for Strain Optimization by Adding Reactions / Sara Correia and Miguel Rocha -- Computational Tools for Strain Optimization by Tuning the Optimal Level of Gene Expression / Emanuel Gonçalves, Isabel Rocha and Miguel Rocha -- Efficient Verification for Logical Models of Regulatory Networks / Pedro T. Monteiro and Claudine Chaouiya -- Tackling Misleading Peptide Regulation Fold Changes in Quantitative Proteomics / Christoph Gernert, Evelin Berger, Frank Klawonn and Lothar Jänsch -- Coffee Transcriptome Visualization Based on Functional Relationships among Gene Annotations / Luis F. Castillo, Oscar Gómez-Ramírez, Narmer Galeano-Vanegas, Luis Bertel-Paternina and Gustavo Isaza, et al |
| Summary |
The growth in the Bioinformatics and Computational Biology fields over the last few years has been remarkable. The analysis of the datasets of Next Generation Sequencing needs new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Also Systems Biology has also been emerging as an alternative to the reductionist view that dominated biological research in the last decades. This book presents the results of the 6th International Conference on Practical Applications of Computational Biology & Bioinformatics held at University of Salamanca, Spain, 28-30th March, 2012 which brought together interdisciplinary scientists that have a strong background in the biological and computational sciences |
| Analysis |
Artificial intelligence |
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Bioinformatics |
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Computational Intelligence |
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Computational Biology/Bioinformatics |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
English |
| In |
Springer eBooks |
| Subject |
Bioinformatics -- Congresses
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Computational biology -- Congresses
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Data mining.
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Computational Biology
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Data Mining
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Sequence Analysis
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NATURE -- Reference.
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SCIENCE -- Life Sciences -- Biology.
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SCIENCE -- Life Sciences -- General.
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Ingénierie.
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Data mining
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Bioinformatics
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Computational biology
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Rocha, Miguel P., editor
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International Conference on Practical Applications of Computational Biology & Bioinformatics (6th : 2012 : Salamanca, Spain)
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| ISBN |
9783642288395 |
|
3642288391 |
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