cam a22 7 4500 528979213 CHVBK 20201124053833.0 180926s2018 sz 00 0 eng d 978-3-319-18283-4 (SNL)991017967803003976 (RERO)R008920769 (NEBIS)011046606 (IDSSG)001014757 (Sz)991017967803003976 (OCoLC)906656987 YDXCP ger SzZuIDS NEBIS EPF-BIB Sz rda s1in rero 519.5 23 004 15 510 23sdnb CH00101D0834F3E2BD3C7C125831300445076 iCapture Handbook of big data analytics Wolfgang Karl Härdle, Hanry Horng-Shing Lu, Xiaotong Shen (editors) Cham, Switzerland Springer [2018] viii, 538 pages illustrations Springer handbooks of computational statistics Katalogisat maschinell erstellt This essential guide to a broad spectrum of big data analytics in cross-disciplinary applications focuses on the statistical prospects offered by recent developments in this field. To do so, it covers statistical methods for high-dimensional problems, algorithmic designs, computation tools, analysis flows and the software-hardware co-designs that are needed to support insightful discovery from big data. The primary audience will be statisticians, computer experts, engineers and application developers interested in using big data analytics with statistics. Readers should have a solid background in statistics and computer science. Analyse des données (RERO)A021005311 rero Données massives (RERO)A021103863 rero Exploration de données (RERO)A021063597 rero Big Data (DE-588)4802620-7 gnd Data Mining (DE-588)4428654-5 gnd Statistik (DE-588)4056995-0 gnd Études diverses (RERO)A022249905 rero Aufsatzsammlung gnd-content sb 2019/25 510 zg snl-sb Härdle Wolfgang 1953- (DE-588)110357116 Herausgeber edt Springer International Publishing (DE-588)1064344704 Verlag pbl https://opac.admin.ch/toc/toc1902043247.pdf Inhaltsverzeichnis BK020000 XK020000 XK020000 Metadata rights reserved rero zbzmon201809f spie zbzswk201810g tschu idszbz Z2 SNL NB001 NB001 N 380538 N 380538 NB10010 RERO RE01046 RE01046 RE010460003 DIUF 1.7.1 TIB 12244 IDSSG HSG HSG UG ST 530 H136 NEBIS Z01 Z01 02 2018 A 40320 SNL 490 0- Springer handbooks of computational statistics SNL 700 1- Härdle Wolfgang 1953- (DE-588)110357116 Herausgeber edt SNL 710 2- Springer International Publishing (DE-588)1064344704 Verlag pbl SNL 856 41 https://opac.admin.ch/toc/toc1902043247.pdf Inhaltsverzeichnis RERO 490 0- Springer handbooks of computational statistics RERO 700 1- Härdle Wolfgang 1953- (IDREF)031756182 edt NEBIS 490 0- Springer handbooks of computational statistics NEBIS 700 1- Härdle Wolfgang 1953- (DE-588)110357116 Herausgeber edt IDSSG 490 0- Springer handbooks of computational statistics IDSSG 700 1- Härdle Wolfgang 1953- (DE-588)110357116 Herausgeber edt IDSSG 700 1- Lu Henry Horng-Shing (DE-588)1165216981 Herausgeber edt IDSSG 700 1- Shen Xiaotong (DE-588)131783688 Herausgeber edt IDSSG 856 40 https://unisg.link/hm00603876 Inhaltsverzeichnis NEBIS ZAD50 EBI01 Z01 https://opac.nebis.ch/objects/pdf03/z01_978-3-319-18283-4_01.pdf Titelblatt und Inhaltsverzeichnis VIEW pdf