3D Statistical shape analysis by SHPARM method: code and paper. From the top group at UNC.
标签： Statistical analysis SHPARM method
上传时间： 2016-10-20
上传用户：wfl_yy
香农经典之作《A Mathematical Theory of Communication》
标签： Communication Mathematical Theory of
上传时间： 2013-12-22
上传用户：jqy_china
Recent advances in experimental methods have resulted in the generation of enormous volumes of data across the life sciences. Hence clustering and classification techniques that were once predominantly the domain of ecologists are now being used more widely. This book provides an overview of these important data analysis methods, from long-established statistical methods to more recent machine learning techniques. It aims to provide a framework that will enable the reader to recognise the assumptions and constraints that are implicit in all such techniques. Important generic issues are discussed first and then the major families of algorithms are described. Throughout the focus is on explanation and understanding and readers are directed to other resources that provide additional mathematical rigour when it is required. Examples taken from across the whole of biology, including bioinformatics, are provided throughout the book to illustrate the key concepts and each technique’s potential.
标签： experimental generation advances enormous
上传时间： 2016-10-23
上传用户：wkchong
A good reference book of Geometry theory
标签： reference Geometry theory good
上传时间： 2016-10-25
上传用户：helmos
Another very good Theory Book about Geometry
标签： Geometry Another Theory about
上传时间： 2016-10-25
上传用户：xzt
OReilly learning GNU emacs 3rd Edititon
标签： Edititon learning OReilly emacs
上传时间： 2014-01-21
上传用户：wcl168881111111
Pattern Recognition and Machine Learning，模式识别与机器学习，这是学习机器学习的一本好书
标签： Recognition Learning Pattern Machine
上传时间： 2016-10-29
上传用户：wqxstar
Pattern Recognition and Machine Learning Solutions to the Exercises，模式识别与机器学习的答案
标签： Recognition Exercises Solutions Learning
上传时间： 2014-01-13
上传用户：417313137
mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions. MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html Last Modified by GUIDE v2.5 10-Apr-2005 13:28:36 Methods obtained from various authors. (1) MDS -- Michael Lee (2) ISOMAP -- J. Tenenbaum, de Silva, & Langford (3) LLE -- Sam Roweis & Lawrence Saul (4) Hessian LLE -- D. Donoho & C. Grimes (5) Laplacian -- M. Belkin & P. Niyogi (6) Diffusion Map -- R. Coifman & S. Lafon (7) LTSA -- Zhenyue Zhang & Hongyuan Zha
标签： demonstration Mathematics Department University
上传时间： 2016-10-29
上传用户：youmo81
decision theory判决论英文版
上传时间： 2016-10-31
上传用户：亚亚娟娟123
