Evolutionary computation, machine learning and data mining in bioinformatics [electronic resource] : 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings / Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.)
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| Format: | Electronic Conference Proceeding eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
©2010.
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| Series: | Lecture notes in computer science ;
6023. LNCS sublibrary. Theoretical computer science and general issues. |
| Subjects: |
MARC
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| 245 | 1 | 0 | |a Evolutionary computation, machine learning and data mining in bioinformatics |h [electronic resource] : |b 8th European conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010 : proceedings / |c Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini (eds.) |
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| 300 | |a 1 online resource (xii, 247 pages) : |b illustrations. | ||
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| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Variable genetic operator search for the molecular docking problem / Salma Mesmoudi, Jorge Tavares, Laetitia Jourdan, and El-Ghazali Talbi -- Role of centrality in network-based prioritization of disease genes / Sinan Erten and Mehmet Koyutürk -- Parallel multi-objective approaches for inferring phylogenies / Waldo Cancino, Laetitia Jourdan, El-Ghazali Talbi, and Alexandre C.B. Delbem -- An evolutionary model based on hill-climbing search operators for protein structure prediction / Camelia Chira, Dragos Horvath, and Dumitru Dumitrescu -- Finding gapped motifs by a novel evolutionary algorithm / Chengwei Lei and Jianhua Ruan -- Top-down induction of phylogenetic trees / Celine Vens, Eduardo Costa, and Hendrik Blockeel -- A model free method to generate human genetics datasets with complex gene-disease relationships / Casey S. Greene, Daniel S. Himmelstein, and Jason H. Moore -- Grammatical evolution of neural networks for discovering epistasis among quantitative trait loci / Stephen D. Turner, Scott M. Dudek, and Marylyn D. Ritchie -- Grammatical evolution decision trees for detecting gene-gene interactions / Sushamna Deodhar and Alison Motsinger-Reif -- Identification of individualized feature combinations for survival prediction in breast cancer : a comparison of machine learning techniques / Leonardo Vanneschi, Antonella Farinaccio, Mario Giacobini, Giancarlo Mauri, Marco Antoniotti, and Paolo Provero -- Correlation-based scatter search for discovering biclusters from gene expression data / Juan A. Nepomuceno, Alicia Troncoso, and Jesús S. Aguilar-Ruiz -- A local search appproach for transmembrane segment and signal peptide discrimination / Sami Laroum, Dominique Tessier, Béatrice Duval, and Jin-Kao Hao -- A replica exchange Monte Carlo algorithm for the optimization of secondary structure packing in proteins / Leonidas Kapsokalivas and Kathleen Steinhöfel -- Improving multi-relief for detecting specificity residues from multiple sequence alignments / Elena Marchiori -- Using probabilistic dependencies improves the search of conductance-based compartmental neuron models / Roberto Santana, Concha Bielza, and Pedro Larrañaga -- Posters. The informative extremes : using both nearest and farthest individuals can improve relief algorithms in the domain of human genetics / Casey S. Greene, Daniel S. Himmelstein, Jeff Kiralis, and Jason H. Moore -- Artificial immune systems for epistasis analysis in human genetics / Nadia M. Penrod, Casey S. Greene, Delaney Granizo-MacKenzie, and Jason H. Moore -- Metaheuristics for strain optimization using transcriptional information enriched metabolic models / Paulo Vilaça, Paulo Maia, Isabel Rocha, and Miguel Rocha -- Using rotation forest for protein fold prediction problem : an empirical study / Abdollah Dehzangi, Somnuk Phon-Amnuaisuk, Mahmoud Manafi, and Soodabeh Safa -- Towards automatic detecting of overlapping genes : clustered BLAST analysis of viral genomes / Klaus Neuhaus, Daniela Oelke, David Fürst, Siegfried Scherer, and Daniel A. Keim -- Investigating populational evolutionary algorithms to add vertical meaning in phylogenetic trees / Francesco Cerutti, Luigi Bertolotti, Tony L. Goldberg, and Mario Giacobini. | |
| 588 | 0 | |a Print version record. | |
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| 650 | 0 | |a Artificial intelligence |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2007101476. | |
| 650 | 0 | |a Evolutionary computation |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2008103386. | |
| 650 | 0 | |a Machine learning |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2008107143. | |
| 650 | 0 | |a Data mining |v Congresses. |0 http://id.loc.gov/authorities/subjects/sh2008102035. | |
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| 650 | 7 | |a Data mining. |2 fast |0 (OCoLC)fst00887946. | |
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| 700 | 1 | |a Pizzuti, Clara. |0 http://id.loc.gov/authorities/names/nb2009009716 |1 http://isni.org/isni/0000000116817494. | |
| 700 | 1 | |a Ritchie, Marylyn DeRiggi. |0 http://id.loc.gov/authorities/names/no2005011936 |1 http://isni.org/isni/0000000112174137. | |
| 700 | 1 | |a Giacobini, Mario. |0 http://id.loc.gov/authorities/names/nb2007011311 |1 http://isni.org/isni/0000000118740857. | |
| 776 | 0 | 8 | |i Print version: |a EvoBIO 2010 (2010 : Istanbul, Turkey). |t Evolutionary computation, machine learning and data mining in bioinformatics. |d Berlin ; New York : Springer, ©2010 |z 9783642122101 |z 3642122108 |w (DLC) 2010922893 |w (OCoLC)603041434. |
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