{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,28]],"date-time":"2025-09-28T20:43:22Z","timestamp":1759092202314,"version":"3.37.3"},"reference-count":80,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/access.2022.3222795","type":"journal-article","created":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T20:33:54Z","timestamp":1668717234000},"page":"121204-121229","source":"Crossref","is-referenced-by-count":17,"title":["Transmission Probability of SARS-CoV-2 in Office Environment Using Artificial Neural Network"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4721-3332","authenticated-orcid":false,"given":"Nishant Raj","family":"Kapoor","sequence":"first","affiliation":[{"name":"Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8215-4243","authenticated-orcid":false,"given":"Ashok","family":"Kumar","sequence":"additional","affiliation":[{"name":"Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6152-5482","authenticated-orcid":false,"given":"Anuj","family":"Kumar","sequence":"additional","affiliation":[{"name":"Academy of Scientific and Innovative Research (AcSIR), Ghaziabad, India"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0982-9424","authenticated-orcid":false,"given":"Anil","family":"Kumar","sequence":"additional","affiliation":[{"name":"School of Computing, DIT University, Dehradun, India"}]},{"given":"Krishna","family":"Kumar","sequence":"additional","affiliation":[{"name":"Department of Hydro and Renewable Energy, Indian Institute of Technology Roorkee, Roorkee, India"}]}],"member":"263","reference":[{"key":"ref73","first-page":"1","article-title":"Neural networks: A comprehensive foundation","author":"haykin","year":"1999","journal-title":"Neural Networks A Comprehensive Foundation"},{"doi-asserted-by":"publisher","key":"ref72","DOI":"10.1016\/j.heliyon.2018.e00938"},{"doi-asserted-by":"publisher","key":"ref71","DOI":"10.1080\/13102818.2016.1269616"},{"doi-asserted-by":"publisher","key":"ref70","DOI":"10.1177\/0144598717716282"},{"doi-asserted-by":"publisher","key":"ref76","DOI":"10.1080\/02286203.2017.1422096"},{"doi-asserted-by":"publisher","key":"ref77","DOI":"10.1109\/72.329697"},{"year":"2020","journal-title":"Hygienic Specifications for Operation and Management of Air-Conditioning Ventilation Systems in Office Buildings and Public Places During COVID-19 Epidemic","key":"ref39"},{"doi-asserted-by":"publisher","key":"ref74","DOI":"10.1109\/37.103352"},{"year":"2020","journal-title":"Addressing COVID-19 in Buildings","key":"ref38"},{"doi-asserted-by":"publisher","key":"ref75","DOI":"10.1145\/175247.175256"},{"doi-asserted-by":"publisher","key":"ref78","DOI":"10.1016\/j.measurement.2014.01.030"},{"key":"ref79","first-page":"1","article-title":"Machine learning algorithms for predicting viral transmission probability in naturally ventilated office rooms","author":"kapoor","year":"2022","journal-title":"Proc 2nd Int Conf I-Converge"},{"doi-asserted-by":"publisher","key":"ref33","DOI":"10.1016\/j.adapen.2021.100040"},{"doi-asserted-by":"publisher","key":"ref32","DOI":"10.1016\/j.buildenv.2020.107368"},{"doi-asserted-by":"publisher","key":"ref31","DOI":"10.1016\/j.buildenv.2021.108347"},{"doi-asserted-by":"publisher","key":"ref30","DOI":"10.1056\/NEJMc2004973"},{"year":"2020","journal-title":"REHVA COVID-19 Guidance Document","key":"ref37"},{"year":"2020","journal-title":"COVID-19 Heating Ventilation and Air Conditioning (HVAC) Systems in Buildings","key":"ref36"},{"year":"2022","journal-title":"CSIR Guidelines on Ventilation of Residential and Office Buildings for SARS-Cov-2 Virus","key":"ref35"},{"year":"2021","journal-title":"CSIR Guidelines on Ventilation of Residential and Office Buildings for SARS-Cov-2 Virus","key":"ref34"},{"doi-asserted-by":"publisher","key":"ref60","DOI":"10.1016\/j.enbuild.2022.111831"},{"year":"2021","journal-title":"Getting your workplace ready for COVID-19","key":"ref62"},{"year":"2021","journal-title":"COVID-19 Employer Information for Office Buildings","key":"ref61"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1073\/pnas.2015482118"},{"doi-asserted-by":"publisher","key":"ref63","DOI":"10.1073\/pnas.2019324117"},{"doi-asserted-by":"publisher","key":"ref27","DOI":"10.1001\/jamainternmed.2020.5225"},{"year":"2021","journal-title":"REHVA Calculator to Estimate the Effect of Ventilation on COVID-19 Airborne Transmission","key":"ref64"},{"doi-asserted-by":"publisher","key":"ref65","DOI":"10.1016\/j.jclinepi.2013.08.015"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1016\/j.atmosenv.2021.118336"},{"key":"ref66","first-page":"1","article-title":"Prognosis of compressive strength of fly-ash-based geopolymer-modified sustainable concrete with ML algorithms","volume":"2022","author":"kumar","year":"2022","journal-title":"Concrete Structures"},{"doi-asserted-by":"publisher","key":"ref67","DOI":"10.1016\/j.seta.2021.101859"},{"doi-asserted-by":"publisher","key":"ref68","DOI":"10.1109\/ACCESS.2021.3140046"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1016\/S2352-4642(20)30109-7"},{"doi-asserted-by":"publisher","key":"ref69","DOI":"10.1109\/TNN.2009.2024148"},{"doi-asserted-by":"publisher","key":"ref1","DOI":"10.1016\/j.scs.2020.102372"},{"key":"ref20","first-page":"1744","article-title":"Human comfort indicators pertaining to indoor environmental quality parameters of residential buildings in Bhopal","volume":"5","author":"kapoor","year":"2018","journal-title":"Int J Eng Res Technol"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1016\/S0140-6736(21)00869-2"},{"doi-asserted-by":"publisher","key":"ref21","DOI":"10.1201\/9781003287186-1"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1016\/j.envres.2020.109819"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1016\/j.jnnfm.2010.07.005"},{"doi-asserted-by":"publisher","key":"ref26","DOI":"10.1063\/5.0063475"},{"doi-asserted-by":"publisher","key":"ref25","DOI":"10.1016\/j.jaerosci.2008.10.003"},{"year":"2021","journal-title":"Role of Ventilation in Controlling SARSCoV-2 Transmission","key":"ref50"},{"doi-asserted-by":"publisher","key":"ref51","DOI":"10.1034\/j.1600-0668.2003.00189.x"},{"doi-asserted-by":"publisher","key":"ref59","DOI":"10.1016\/j.buildenv.2022.108831"},{"doi-asserted-by":"publisher","key":"ref58","DOI":"10.1371\/journal.pone.0238339"},{"doi-asserted-by":"publisher","key":"ref57","DOI":"10.1016\/j.buildenv.2022.109067"},{"doi-asserted-by":"publisher","key":"ref56","DOI":"10.1016\/j.buildenv.2021.108495"},{"doi-asserted-by":"publisher","key":"ref55","DOI":"10.1126\/science.abd9149"},{"doi-asserted-by":"publisher","key":"ref54","DOI":"10.1017\/flo.2021.10"},{"key":"ref53","first-page":"1","article-title":"Beyond six feet: A guideline to limit indoor airborne transmission of COVID-19","volume":"2021","author":"bazant","year":"2021","journal-title":"medRxiv"},{"doi-asserted-by":"publisher","key":"ref52","DOI":"10.1021\/acs.estlett.1c00183"},{"doi-asserted-by":"publisher","key":"ref10","DOI":"10.1111\/ina.12465"},{"year":"2020","journal-title":"Heating Ventilation and Air-Conditioning Systems in the Context of COVID-19","key":"ref40"},{"doi-asserted-by":"publisher","key":"ref11","DOI":"10.1063\/5.0022859"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.15585\/mmwr.mm6919e6"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1155\/2021\/8851685"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1371\/journal.pbio.3000897"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.3201\/eid2606.200495"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.3390\/su132111855"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1038\/d41586-021-00460-x"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1016\/S1473-3099(20)30882-3"},{"key":"ref19","first-page":"1","article-title":"Indoor environmental quality: Impact on productivity, comfort, and health of Indian occupants","author":"raj","year":"2019","journal-title":"Proc Int Conf Building Energy Demand Reduction Global South"},{"doi-asserted-by":"publisher","key":"ref80","DOI":"10.3390\/su14042404"},{"doi-asserted-by":"publisher","key":"ref4","DOI":"10.1016\/j.jvb.2020.103436"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1016\/j.scs.2021.102942"},{"key":"ref6","first-page":"1","article-title":"Public perception on SARS-CoV-2 transmission and air disinfection systems: A study","author":"kumar","year":"2022","journal-title":"Proc 2nd Int Conf I-Converge"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1016\/j.chiabu.2020.104709"},{"year":"2020","journal-title":"Transmission of SARS-CoV-2 implications for infection prevention precautions","key":"ref8"},{"doi-asserted-by":"publisher","key":"ref49","DOI":"10.1155\/2022\/9404807"},{"year":"2022","journal-title":"coronavirus (covid-19) dashboard","key":"ref7"},{"doi-asserted-by":"publisher","key":"ref9","DOI":"10.1111\/ina.12314"},{"doi-asserted-by":"publisher","key":"ref46","DOI":"10.1016\/j.buildenv.2005.02.003"},{"year":"2020","journal-title":"Guidelines for Office Buildings to Deal With ‘New Coronavirus’ Operational Management Emergency Measures","key":"ref45"},{"doi-asserted-by":"publisher","key":"ref48","DOI":"10.1016\/S2213-2600(20)30245-9"},{"doi-asserted-by":"publisher","key":"ref47","DOI":"10.1016\/j.buildenv.2007.01.043"},{"year":"2020","journal-title":"ASHRAE Issues Statements on Relationship Between COVID-19 and HVAC in Buildings","key":"ref42"},{"year":"2020","journal-title":"ASHRAE Position Document on Infectious Aerosols","key":"ref41"},{"year":"2020","journal-title":"Q and A on Ventilation in the Control of SARSCoV-2 Infection","key":"ref44"},{"year":"2020","journal-title":"Start up and Operation of Air Conditioning and Ventilation Systems During Pandemic in Commercial and Industrial Workspaces","key":"ref43"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/9668973\/09953986.pdf?arnumber=9953986","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,12]],"date-time":"2022-12-12T19:56:11Z","timestamp":1670874971000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9953986\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":80,"URL":"https:\/\/doi.org\/10.1109\/access.2022.3222795","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2022]]}}}