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001			978-3-540-71783-6
003			DE-He213
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008			100301s2007 gw | s |||| 0|eng d
020			_a9783540717836 _9978-3-540-71783-6
024	7		_a10.1007/978-3-540-71783-6 _2doi
050		4	_aQ334-342
050		4	_aTA347.A78
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
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082	0	4	_a006.3 _223
245	1	0	_aEvolutionary Computation, Machine Learning and Data Mining in Bioinformatics _h[electronic resource] : _b5th European Conference, EvoBIO 2007, Valencia, Spain, April 11-13, 2007, Proceedings / _cedited by Elena Marchiori, Jason H. Moore, Jagath C. Rajapakse.
250			_a1st ed. 2007.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2007.
300			_aXI, 302 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aTheoretical Computer Science and General Issues, _x2512-2029 ; _v4447
505	0		_aIdentifying Regulatory Sites Using Neighborhood Species -- Genetic Programming and Other Machine Learning Approaches to Predict Median Oral Lethal Dose (LD50) and Plasma Protein Binding Levels (%PPB) of Drugs -- Hypothesis Testing with Classifier Systems for Rule-Based Risk Prediction -- Robust Peak Detection and Alignment of nanoLC-FT Mass Spectrometry Data -- One-Versus-One and One-Versus-All Multiclass SVM-RFE for Gene Selection in Cancer Classification -- Understanding Signal Sequences with Machine Learning -- Targeting Differentially Co-regulated Genes by Multiobjective and Multimodal Optimization -- Modeling Genetic Networks: Comparison of Static and Dynamic Models -- A Genetic Embedded Approach for Gene Selection and Classification of Microarray Data -- Modeling the Shoot Apical Meristem in A. thaliana: Parameter Estimation for Spatial Pattern Formation -- Evolutionary Search for Improved Path Diagrams -- Simplifying Amino Acid Alphabets Using a Genetic Algorithm and Sequence Alignment -- Towards Evolutionary Network Reconstruction Tools for Systems Biology -- A Gaussian Evolutionary Method for Predicting Protein-Protein Interaction Sites -- Bio-mimetic Evolutionary Reverse Engineering of Genetic Regulatory Networks -- Tuning ReliefF for Genome-Wide Genetic Analysis -- Dinucleotide Step Parameterization of Pre-miRNAs Using Multi-objective Evolutionary Algorithms -- Amino Acid Features for Prediction of Protein-Protein Interface Residues with Support Vector Machines -- Predicting HIV Protease-Cleavable Peptides by Discrete Support Vector Machines -- Inverse Protein Folding on 2D Off-Lattice Model: Initial Results and Perspectives -- Virtual Error: A New Measure for Evolutionary Biclustering -- Characterising DNA/RNA Signals with Crisp Hypermotifs: A Case Study on Core Promoters.-Evaluating Evolutionary Algorithms and Differential Evolution for the Online Optimization of Fermentation Processes -- The Role of a Priori Information in the Minimization of Contact Potentials by Means of Estimation of Distribution Algorithms -- Classification of Cell Fates with Support Vector Machine Learning -- Reconstructing Linear Gene Regulatory Networks -- Individual-Based Modeling of Bacterial Foraging with Quorum Sensing in a Time-Varying Environment -- Substitution Matrix Optimisation for Peptide Classification.
650		0	_aArtificial intelligence. _93407
650		0	_aComputer programming. _94169
650		0	_aComputer science. _99832
650		0	_aAlgorithms. _93390
650		0	_aBioinformatics. _99561
650		0	_aPattern recognition systems. _93953
650	1	4	_aArtificial Intelligence. _93407
650	2	4	_aProgramming Techniques. _9154303
650	2	4	_aTheory of Computation. _9154304
650	2	4	_aAlgorithms. _93390
650	2	4	_aComputational and Systems Biology. _931619
650	2	4	_aAutomated Pattern Recognition. _931568
700	1		_aMarchiori, Elena. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9154305
700	1		_aMoore, Jason H. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9154306
700	1		_aRajapakse, Jagath C. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _9154307
710	2		_aSpringerLink (Online service) _9154308
773	0		_tSpringer Nature eBook
776	0	8	_iPrinted edition: _z9783540717829
776	0	8	_iPrinted edition: _z9783540837107
830		0	_aTheoretical Computer Science and General Issues, _x2512-2029 ; _v4447 _9154309
856	4	0	_uhttps://doi.org/10.1007/978-3-540-71783-6
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