Software Tools and Algorithms for Biological Systems

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Hamid Arabnia, Quoc-Nam Tran
Springer Science & Business Media, 23.03.2011 - 776 Seiten
“Software Tools and Algorithms for Biological Systems" is composed of a collection of papers received in response to an announcement that was widely distributed to academicians and practitioners in the broad area of computational biology and software tools. Also, selected authors of accepted papers of BIOCOMP’09 proceedings (International Conference on Bioinformatics and Computational Biology: July 13-16, 2009; Las Vegas, Nevada, USA) were invited to submit the extended versions of their papers for evaluation.
 

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Inhalt

The Quest
16
Top Scoring Pair Decision Tree for Gene Expression
27
Predictive Minimum Description Length Principle
36
Parsimonious Selection of Useful Genes in Microarray
45
ierarchical Signature Clustering for Time Series
56
Microarray Database Mining and Cell Differentiation
67
miRNA Prediction Using Computational Approach
75
Improving the Accuracy of Gene Expression Prole
83
A Monte Carlo Analysis of Peritoneal Antimicrobial
401
Computational Methods for Filtering Noise Cancellation
411
A Dynamically Masked Gaussian Can Efciently
425
Automatic and Robust System for Correcting Microarray
433
Multimodality Medical Image Registration and Fusion
441
Microcalcications Detection Using Fishers Linear
450
4 Enhanced Optical Flow Field of Left Ventricular Motion
461
4 An Efcient Algorithm for Denoising MR and CT Images
470

Feature Selection in Gene Expression Data Using
91
Dramatically Reduced Precision in Microarray Analysis
101
Algebraic Model Checking for Boolean Gene Regulatory
112
Comparative Advantages of Novel Algorithms Using
123
Performance Comparison of SLFN Training Algorithms
135
Clustering Microarray Data to Determine Normalization
145
1 Estimation Modeling and Simulation of Patterned
157
1 Performance of Univariate Forecasting on Seasonal
171
Predicting Individual Affect of ealth Interventions
180
Decision Tree and Ensemble Learning Algorithms
191
Pattern Recognition of Surface EMG Biological Signals
201
Rotation of Random Forests for Genomic and Proteomic
210
Improved Prediction of MC Class I Binders
223
Protein Classication and Structure Prediction
230
Prediction of ChemicalProtein Binding Activity Using
243
Topological Constraint in ighDensity Cells Tracking
254
A ProteinProtein Interaction Classication
263
2 Cooperativity of Protein Binding to Vesicles
271
The Role of Independent Test Set in Modeling of Protein
279
Comparative Sequence Genome Analysis Genome
285
SequenceSpecic Sequence Comparison Using Pairwise
296
Modeling of Gene Therapy for Regenerative Cells Using
317
Biomarkers Discovery in Medical Genomics Data 327
326
Computer Simulation on Disease Vector Population
335
Leukocytes Segmentation Using Markov Random Fields
345
3 OntologyBased Knowledge Discovery
357
3 Enabling eterogeneous Data Integration and Biomedical
367
Complexity and ighEnd Computing in Biology
376
Molecular Modeling Study of Interaction
385
On the Use of Collinear and Triangle Equation
481
The ElectromagneticTrait Imaging Computation
489
Medical Image Processing Using Novel Wavelet Filters
497
Cancellation of Artifacts in ECG Signals Using Block
505
Segmentation of Medical Image Sequence by Parallel
514
Computerized Decision Support System for Mass
523
OptimizationBased Technique for Separation
535
A Framework for Lipoprotein Ontology
547
5 Verbal Decision Analysis Applied on the Optimization
554
5 Asynchronous Brain Machine InterfaceBased Control
565
Toward an Application to Psychological Disorders
573
Enhancing Medical Research Efciency by Using Concept
581
0 Analysis of Neural Sources of P300 EventRelated
589
1 Design and Development of a TeleealthcareInformation
599
2 Fuzzy Logic Based Expert System for the Treatment
607
3 A Microcomputer FES System for Wrist Moving Control
615
4 ComputerAided Decision System for the Clubfeet
622
5 A Framework for Specifying Safe Behavior of the CIIP
637
LotkaVolterra System with Volterra Multiplier 647 Klaus Gurlebeck and Xinhua
667
A
678
1 A New Genetic Algorithm for Polygonal Approximation
697
2 Challenges When Using RealWorld Biodata to Calibrate
709
3 Credibility of Digital Content in a ealthcare
717
4 Using Standardized Numerical Scores for the Display
725
A Computer Tool for Cell Culture Image
732
From Ontology Selection and Semantic
741
Algebraic Analysis of Social Networks
751
Index
763
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