Data Mining and Applications in Genomics - Sio-Iong Ao

Data Mining and Applications in Genomics

(Autor)

Buch | Softcover
152 Seiten
2010 | Softcover reprint of hardcover 1st ed. 2008
Springer (Verlag)
978-90-481-8040-0 (ISBN)
106,99 inkl. MwSt
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
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