000			02305nam a22003137a 4500
999			_c188975 _d188975
003			PILC
005			20180115164242.0
008			180115b xxu||||| |||| 00| 0 eng d
020			_a9780128037324
040			_beng _cJRU Library _erda
082			_a006.312 _b23
245			_aComputational and statistical methods for analysing big data with applications / _cShen Liu, The School of Mathematical Sciences and the ARC Centre of Excellence for Mathematical & Statistical Frontiers, Queensland University of Technology, Australia, James McGree, The School of Mathematical Sciences and the ARC Centre of Excellence for Mathematical & Statistical Frontiers, Queensland University of Technology, Australia, Zongyuan Ge, Cyphy Robotics Lab, Queensland University of Technology, Australia, Yang Xie, The Graduate School of Biomedial Engineering, the University of New Spoutjh Wales, Australia.
264			_aLondon : _bAcademic Press is an imprint of Elsevier, _cc2016 _ccopyright 2016
300			_a194 pages ; _c24 cm
336			_atext
337			_aunmediated
338			_avolume
504			_aIncludes bibliographical references and index.
520			_a"Computational and Statistical Methods for Analysing Big Data with Applications starts with an overview of the era of big data. It then goes onto explain the computational and statistical methods which have been commonly applied in the big data revolution. For each of these methods, an example is provided as a guide to its application. Five case studies are presented next, focusing on computer vision with massive training data, spatial data analysis, advanced experimental design methods for big data, big data in clinical medicine, and analysing data collected from mobile devices, respectively. The book concludes with some final thoughts and suggested areas for future research in big data." --Publisher's description.
521			_aAdult
546			_aText in English
650		0	_9123814 _aBig data _xStatistical methods.
650		0	_990680 _aQuantitative research.
650			_aQuantitative research _xStatistical methods. _9128345
700			_aMcGree, James, _eauthor. _9128346
700			_aGe, Zongyuan, _eauthor. _9128347
700			_aXie, Yang, _eauthor. _9128348
942			_2ddc _cPT