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020 _a9789811659362
_9978-981-16-5936-2
024 7 _a10.1007/978-981-16-5936-2
_2doi
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_2bicssc
072 7 _aCOM004000
_2bisacsh
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082 0 4 _a006.3
_223
100 1 _aSamanta, Debabrata.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aComputationally Intensive Statistics for Intelligent IoT
_h[electronic resource] /
_cby Debabrata Samanta, Amit Banerjee.
250 _a1st ed. 2021.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2021.
300 _aXX, 218 p. 53 illus., 11 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Autonomic, Data-driven and Industrial Computing,
_x2730-6445
505 0 _aIntroduction to Intelligent IoT -- ML and Information Advancement platform in Intelligent IoT -- Machine Intelligence and Data Science for Intelligent IoT -- Approaches of Data Analytics in Intelligent Medicare utilizing IoT -- Trends and Applications of Intelligent IoT in Agriculture -- Transformation of Intelligent IoT in the Energy Sector -- Abnormality Diagnosis from Ambient Data: Intelligent IoT Data Sequences in Real Time -- Future of Intelligent IoT.
520 _aThe book covers computational statistics, its methodologies and applications for IoT device. It includes the details in the areas of computational arithmetic and its influence on computational statistics, numerical algorithms in statistical application software, basics of computer systems, statistical techniques, linear algebra and its role in optimization techniques, evolution of optimization techniques, optimal utilization of computer resources, and statistical graphics role in data analysis. It also explores computational inferencing and computer model's role in design of experiments, Bayesian analysis, survival analysis and data mining in computational statistics.
650 0 _aComputational intelligence.
650 0 _aInternet of things.
650 0 _aMedical informatics.
650 0 _aQuantitative research.
650 0 _aMathematical statistics
_xData processing.
650 1 4 _aComputational Intelligence.
650 2 4 _aInternet of Things.
650 2 4 _aHealth Informatics.
650 2 4 _aData Analysis and Big Data.
650 2 4 _aStatistics and Computing.
700 1 _aBanerjee, Amit.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789811659355
776 0 8 _iPrinted edition:
_z9789811659379
776 0 8 _iPrinted edition:
_z9789811659386
830 0 _aStudies in Autonomic, Data-driven and Industrial Computing,
_x2730-6445
856 4 0 _uhttps://doi.org/10.1007/978-981-16-5936-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
942 _cSPRINGER
999 _c177510
_d177510