000 02543cam a2200481 i 4500
001 9781003095415
003 FlBoTFG
005 20220531132329.0
006 m o d
007 cr |||||||||||
008 200512t20212021flua ob 001 0 eng
040 _aOCoLC-P
_beng
_erda
_epn
_cOCoLC-P
020 _a9781000204414
_qelectronic book
020 _a1000204413
_qelectronic book
020 _z9780367558468
_qhardcover
020 _z9780367564957
_qpaperback
035 _a(OCoLC)1154861973
035 _a(OCoLC-P)1154861973
050 0 4 _aRA644.C67
_bS55 2021
082 0 0 _a616.2/4140727
_223
100 1 _aShinde, Gitanjali Rahul,
_d1983-
_eauthor.
245 1 0 _aData analytics for pandemics :
_ba COVID-19 case study /
_cGitanjali Rahul Shinde, Asmita Balasaheb Kalamkar, Parikshit N. Mahalle, Nilanjan Dey.
250 _aFirst edition.
264 1 _aBoca Raton, FL :
_bCRC Press,
_c[2021].
264 4 _c©2021
300 _a1 online resource (xv, 68 pages) :
_billustrations.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aCRC focus series
490 1 _aIntelligent signal processing and data analysis
520 _a"Epidemic trend analysis, timeline progression, prediction and recommendation are critical for initiating effective public health control strategies and AI and data analytics play an important role in epidemiology, diagnostic and clinical fronts. The focus of this book is data analytics for COVID-19 which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussion on data models, their performance, different Big data techniques, tools and technologies. This book also addresses the challenges in applying analytics to pandemic scenarios, case studies and control strategies"--
_cProvided by publisher.
588 _aOCLC-licensed vendor bibliographic record.
650 0 _aCOVID-19 (Disease)
_xStatistical methods.
650 0 _aCOVID-19 (Disease)
_xData processing.
650 0 _aCOVID-19 (Disease)
_xForecasting.
650 0 _aBig data.
700 1 _aKalamkar, Asmita Balasaheb,
_eauthor.
700 1 _aMahalle, Parikshit N.,
_eauthor.
700 1 _aDey, Nilanjan,
_d1984-
_eauthor.
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/9781003095415
856 4 2 _3OCLC metadata license agreement
_uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999 _c70850
_d70850