000 | 02543cam a2200481 i 4500 | ||
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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 |
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020 |
_a9781000204414 _qelectronic book |
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020 |
_a1000204413 _qelectronic book |
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020 |
_z9780367558468 _qhardcover |
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020 |
_z9780367564957 _qpaperback |
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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. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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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. |
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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 |