Scalable Pattern Recognition Algorithms
Applications in Computational Biology and Bioinformatics
Recent advances in high-throughput technologies have resulted in a deluge of biological information. Yet the storage, analysis, and interpretation of such multifaceted data require effective and efficient computational tools.This unique text/reference addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The book reviews both established and cutting-edge research, following a clear structure reflecting the major phases of a pattern recognition system: classification, feature selection, and clustering. The…
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Produktdetails
Weitere Autoren: Paul, Sushmita
- ISBN: 978-3-319-05629-6
- EAN: 9783319056296
- Produktnummer: 16141156
- Verlag: Springer International Publishing
- Sprache: Englisch
- Erscheinungsjahr: 2014
- Seitenangabe: 328 S.
- Masse: H24.1 cm x B16.0 cm x D2.3 cm 658 g
- Auflage: 2014
- Abbildungen: HC runder Rücken kaschiert
- Gewicht: 658
Über den Autor
Dr. Pradipta Maji is an Associate Professor in the Machine Intelligence Unit at the Indian Statistical Institute, Kolkata, India. Dr. Sushmita Paul is a Research Associate at the same institution.
11 weitere Werke von Pradipta Maji:
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