Data Mining and Applications in Genomics

Sio-Iong Ao (Autor)

Buch | Softcover

152 Seiten

2010 | Softcover reprint of hardcover 1st ed. 2008
Springer (Verlag)
978-90-481-8040-0 (ISBN)

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Data Mining and Applications in Genomics contains the data mining algorithms and their applications in genomics, with frontier case studies based on the recent and current works at the University of Hong Kong and the Oxford University Computing Laboratory, University of Oxford. It provides a systematic introduction to the use of data mining algorithms as an investigative tool for applications in genomics. Data Mining and Applications in Genomics offers state of the art of tremendous advances in data mining algorithms and applications in genomics and also serves as an excellent reference work for researchers and graduate students working on data mining algorithms and applications in genomics.

Data Mining Algorithms.- Advances in Genomic Experiment Techniques.- Case Study I: Hierarchical Clustering and Graph Algorithms for Tag-SNP Selection.- Case Study II: Constrained Unidimensional Scaling for Linkage Disequilibrium Maps.- Case Study III: Hybrid PCA-NN Algorithms for Continuous Microarray Time Series.- Discussions and Future Data Mining Projects.

Erscheint lt. Verlag	28.10.2010
Reihe/Serie	Lecture Notes in Electrical Engineering ; 25
Zusatzinfo	XII, 152 p.
Verlagsort	Dordrecht
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Studium ► 2. Studienabschnitt (Klinik) ► Humangenetik
	Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie
	Technik ► Elektrotechnik / Energietechnik
ISBN-10	90-481-8040-6 / 9048180406
ISBN-13	978-90-481-8040-0 / 9789048180400
Zustand	Neuware