Data mining for bioinformatics /

"Data Mining for Bioinformatics enables researchers to meet the challenge of mining vast amounts of biomolecular data to discover real knowledge. Covering theory, algorithms, and methodologies, as well as data mining technologies, the book presents a thorough discussion of data-intensive comput...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Dua, Sumeet (Autor), Chowriappa, Pradeep (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boca Raton, FL : CRC Press, [2013]
Temas:
Bioinformatics.
Data mining.
Data Mining
Computational Biology
Bio-informatique.
Exploration de données (Informatique)
COMPUTERS > Database Management > Data Mining.
MATHEMATICS > Probability & Statistics > General.
SCIENCE > Biotechnology.
SCIENCE > Life Sciences > Biochemistry.
Bioinformatics
Data mining
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 1. Introduction to bioinformatics
  • 2. Biological databases and integration
  • 3. Knowledge discovery in databases
  • 4. Feature selection and extraction strategies in data mining
  • 5. Feature interpretation for biological learning
  • 6. Clustering techniques in bioinformatics
  • 7. Advanced clustering techniques
  • 8. Classification techniques in bioinformatics
  • 9. Validation and benchmarking.

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