Scalable Pattern Recognition Algorithms
Recent advances in high-throughput technologies have resulted in a deluge of biological information. The book reviews both established and cutting-edge research, following a clear structure reflecting the major phases of a pattern recognition system: classification, feature selec… Celý popis ↓
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Popis Scalable Pattern Recognition Algorithms
Scalable Pattern Recognition Algorithms
Recent advances in high-throughput technologies have resulted in a deluge of biological information. 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. 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 text provides a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics.Topics and features: reviews the development of scalable
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