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020 _a9783642122118
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024 7 _a10.1007/978-3-642-12211-8
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082 0 4 _a570.285
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082 0 4 _a570.113
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245 1 0 _aEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics
_h[electronic resource] :
_b8th European Conference, EvoBIO 2010, Istanbul, Turkey, April 7-9, 2010, Proceedings /
_cedited by Clara Pizzuti, Marylyn D. Ritchie, Mario Giacobini.
250 _a1st ed. 2010.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2010.
300 _aXII, 249 p. 63 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v6023
505 0 _aVariable Genetic Operator Search for the Molecular Docking Problem -- Variable Genetic Operator Search for the Molecular Docking Problem -- Role of Centrality in Network-Based Prioritization of Disease Genes -- Parallel Multi-Objective Approaches for Inferring Phylogenies -- An Evolutionary Model Based on Hill-Climbing Search Operators for Protein Structure Prediction -- Finding Gapped Motifs by a Novel Evolutionary Algorithm -- Top-Down Induction of Phylogenetic Trees -- A Model Free Method to Generate Human Genetics Datasets with Complex Gene-Disease Relationships -- Grammatical Evolution of Neural Networks for Discovering Epistasis among Quantitative Trait Loci -- Grammatical Evolution Decision Trees for Detecting Gene-Gene Interactions -- Identification of Individualized Feature Combinations for Survival Prediction in Breast Cancer: A Comparison of Machine Learning Techniques -- Correlation-Based Scatter Search for Discovering Biclusters from Gene Expression Data -- A Local Search Appproach for Transmembrane Segment and Signal Peptide Discrimination -- A Replica Exchange Monte Carlo Algorithm for the Optimization of Secondary Structure Packing in Proteins -- Improving Multi-Relief for Detecting Specificity Residues from Multiple Sequence Alignments -- Using Probabilistic Dependencies Improves the Search of Conductance-Based Compartmental Neuron Models -- Posters -- The Informative Extremes: Using Both Nearest and Farthest Individuals Can Improve Relief Algorithms in the Domain of Human Genetics -- Artificial Immune Systems for Epistasis Analysis in Human Genetics -- Metaheuristics for Strain Optimization Using Transcriptional Information Enriched Metabolic Models -- Using Rotation Forest for Protein Fold Prediction Problem: An Empirical Study -- Towards Automatic Detecting ofOverlapping Genes - Clustered BLAST Analysis of Viral Genomes -- Investigating Populational Evolutionary Algorithms to Add Vertical Meaning in Phylogenetic Trees.
650 0 _aBioinformatics.
_99561
650 0 _aAlgorithms.
_93390
650 0 _aDatabase management.
_93157
650 0 _aArtificial intelligence.
_93407
650 0 _aComputer science.
_99832
650 0 _aArtificial intelligence
_xData processing.
_921787
650 1 4 _aComputational and Systems Biology.
_931619
650 2 4 _aAlgorithms.
_93390
650 2 4 _aDatabase Management.
_93157
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aTheory of Computation.
_9173277
650 2 4 _aData Science.
_934092
700 1 _aPizzuti, Clara.
_eeditor.
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700 1 _aRitchie, Marylyn D.
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700 1 _aGiacobini, Mario.
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_9173280
710 2 _aSpringerLink (Online service)
_9173281
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aTheoretical Computer Science and General Issues,
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856 4 0 _uhttps://doi.org/10.1007/978-3-642-12211-8
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