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Statistical-Learning-Theory

3D Statistical shape analysis by SHPARM method: code and paper. From the top group at UNC.

3D Statistical shape analysis by SHPARM method: code and paper. From the top group at UNC.

標簽： Statistical analysis SHPARM method

上傳時間： 2016-10-20

上傳用戶：wfl_yy
香農經典之作《A Mathematical Theory of Communication》

香農經典之作《A Mathematical Theory of Communication》

標簽： Communication Mathematical Theory of

上傳時間： 2013-12-22

上傳用戶：jqy_china
Recent advances in experimental methods have resulted in the generation of enormous volumes of data

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.

標簽： experimental generation advances enormous

上傳時間： 2016-10-23

上傳用戶：wkchong
A good reference book of Geometry theory

A good reference book of Geometry theory

標簽： reference Geometry theory good

上傳時間： 2016-10-25

上傳用戶：helmos
Another very good Theory Book about Geometry

Another very good Theory Book about Geometry

標簽： Geometry Another Theory about

上傳時間： 2016-10-25

上傳用戶：xzt
OReilly learning GNU emacs 3rd Edititon

OReilly learning GNU emacs 3rd Edititon

標簽： Edititon learning OReilly emacs

上傳時間： 2014-01-21

上傳用戶：wcl168881111111
Pattern Recognition and Machine Learning

Pattern Recognition and Machine Learning，模式識別與機器學習，這是學習機器學習的一本好書

標簽： Recognition Learning Pattern Machine

上傳時間： 2016-10-29

上傳用戶：wqxstar
Pattern Recognition and Machine Learning Solutions to the Exercises

Pattern Recognition and Machine Learning Solutions to the Exercises，模式識別與機器學習的答案

標簽： Recognition Exercises Solutions Learning

上傳時間： 2014-01-13

上傳用戶：417313137
mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of

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

標簽： demonstration Mathematics Department University

上傳時間： 2016-10-29

上傳用戶：youmo81
decision theory判決論英文版

decision theory判決論英文版

標簽： decision theory 英文

上傳時間： 2016-10-31

上傳用戶：亞亞娟娟123

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