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Fuzzy Systems in Bioinformatics and Computational Biology

Biological systems are inherently stochastic and uncertain. Thus, research in bioinformatics, biomedical engineering and computational biology has to deal with a large amount of uncertainties. Fuzzy logic has shown to be a powerful tool in capturing different uncertainties in engineering systems. In...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Jin, Yaochu (Editor ), Wang, Lipo (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Fuzziness and Soft Computing, 242
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Induction of Fuzzy Rules by Means of Artificial Immune Systems in Bioinformatics
  • Fuzzy Genome Sequence Assembly for Single and Environmental Genomes
  • A Hybrid Promoter Analysis Methodology for Prokaryotic Genomes
  • Fuzzy Vector Filters for cDNA Microarray Image Processing
  • Microarray Data Analysis Using Fuzzy Clustering Algorithms
  • Fuzzy Patterns and GCS Networks to Clustering Gene Expression Data
  • Gene Expression Analysis by Fuzzy and Hybrid Fuzzy Classification
  • Detecting Gene Regulatory Networks from Microarray Data Using Fuzzy Logic
  • Fuzzy System Methods in Modeling Gene Expression and Analyzing Protein Networks
  • Evolving a Fuzzy Rulebase to Model Gene Expression
  • Infer Genetic/Transcriptional Regulatory Networks by Recognition of Microarray Gene Expression Patterns Using Adaptive Neuro-Fuzzy Inference Systems
  • Scalable Dynamic Fuzzy Biomolecular Network Models for Large Scale Biology
  • Fuzzy C-Means Techniques for Medical Image Segmentation
  • Monitoring and Control of Anesthesia Using Multivariable Self-Organizing Fuzzy Logic Structure
  • Interval Type-2 Fuzzy System for ECG Arrhythmic Classification
  • Fuzzy Logic in Evolving in silico Oscillatory Dynamics for Gene Regulatory Networks.