(Izdošanas datums: 29-Jan-2015, Paperback / softback, Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642428364)
This book offers a theoretical analysis of symmetry-based clustering techniques. It includes extensive real-world applications in data mining, remote sensing imaging, MR brain imaging, gene expression data analysis, and face detection. Clu...Lasīt vairāk
(Izdošanas datums: 23-Nov-2014, Paperback / softback, Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642439636)
This book covers clustering using multiobjective genetic algorithms, with extensive real-life application in data mining and bioinformatics. The authors offer instructions for relevant techniques, and demonstrate real-world applications in several di...Lasīt vairāk
(Izdošanas datums: 12-Dec-2012, Hardback, Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642324505)
Clustering is an important unsupervised classification technique where data points are grouped such that points that are similar in some sense belong to the same cluster. Cluster analysis is a complex problem as a variety of similarity and dissimilar...Lasīt vairāk
(Izdošanas datums: 02-Sep-2011, Hardback, Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642166143)
This book covers clustering using multiobjective genetic algorithms, with extensive real-life application in data mining and bioinformatics. The authors offer instructions for relevant techniques, and demonstrate real-world applications in several di...Lasīt vairāk
(Izdošanas datums: 23-Nov-2010, Paperback / softback, Izdevniecība: Springer-Verlag Berlin and Heidelberg GmbH & Co. K, ISBN-13: 9783642080548)
This book provides a unified framework that describes how genetic learning can be used to design pattern recognition and learning systems. It examines how a search technique, the genetic algorithm, can be used for pattern classification mainly throug...Lasīt vairāk
Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang, Yi Pan, Albert Y. Zomaya
Sērija : Wiley Series in Bioinformatics
(Izdošanas datums: 12-Nov-2010, Hardback, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9780470581599)
Computational Intelligence (CI) is a successor of artificial intelligence combining elements of learning, adaptation, evolution and logic to create programs that are, in some sense, intelligent. CI exhibits an ability to learn or deal with new situa...Lasīt vairāk
Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang, Yi Pan, Albert Y. Zomaya
(Izdošanas datums: 25-Aug-2010, Other digital carrier, Izdevniecība: Wiley-Blackwell, ISBN-13: 9780470872352)
An invaluable tool in Bioinformatics, this unique volume provides both theoretical and experimental results, and describes basic principles of computational intelligence and pattern analysis while deepening the readers understanding of the ways in w...Lasīt vairāk
