{"id":"https://openalex.org/W2932508192","doi":"https://doi.org/10.1109/globalsip45357.2019.8969343","title":"VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting","display_name":"VayuAnukulani: Adaptive Memory Networks for Air Pollution Forecasting","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W2932508192","doi":"https://doi.org/10.1109/globalsip45357.2019.8969343","mag":"2932508192"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip45357.2019.8969343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip45357.2019.8969343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1904.03977","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039876507","display_name":"Divyam Madaan","orcid":null},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]},{"id":"https://openalex.org/I4210099236","display_name":"Kootenay Association for Science & Technology","ror":"https://ror.org/011pv9p44","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210099236"]}],"countries":["CA","KR"],"is_corresponding":false,"raw_author_name":"Divyam Madaan","raw_affiliation_strings":["KAIST"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KAIST","institution_ids":["https://openalex.org/I157485424","https://openalex.org/I4210099236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082791349","display_name":"Radhika Dua","orcid":null},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Radhika Dua","raw_affiliation_strings":["IIT Hyderabad","IIT,Hyderabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Hyderabad","institution_ids":["https://openalex.org/I65181880"]},{"raw_affiliation_string":"IIT,Hyderabad","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035140862","display_name":"Prerana Mukherjee","orcid":"https://orcid.org/0000-0003-1804-7360"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prerana Mukherjee","raw_affiliation_strings":["IIIT Sricity","IIIT SriCity"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Sricity","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"IIIT SriCity","institution_ids":["https://openalex.org/I64189192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066116024","display_name":"Brejesh Lall","orcid":"https://orcid.org/0000-0003-2677-3071"},"institutions":[{"id":"https://openalex.org/I64189192","display_name":"International Institute of Information Technology, Hyderabad","ror":"https://ror.org/05f11g639","country_code":"IN","type":"education","lineage":["https://openalex.org/I64189192"]},{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Brejesh Lall","raw_affiliation_strings":["IIIT Sricity","Indian institute of Technology Delhi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIIT Sricity","institution_ids":["https://openalex.org/I64189192"]},{"raw_affiliation_string":"Indian institute of Technology Delhi","institution_ids":["https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9739999771118164,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.6556909084320068},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.6294759511947632},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.6115342378616333},{"id":"https://openalex.org/keywords/pollution","display_name":"Pollution","score":0.6058380007743835},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.48635417222976685},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48529499769210815},{"id":"https://openalex.org/keywords/particulates","display_name":"Particulates","score":0.4330919682979584},{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.4152475595474243},{"id":"https://openalex.org/keywords/stove","display_name":"Stove","score":0.41282349824905396},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14594358205795288},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10505595803260803}],"concepts":[{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.6556909084320068},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.6294759511947632},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.6115342378616333},{"id":"https://openalex.org/C521259446","wikidata":"https://www.wikidata.org/wiki/Q58734","display_name":"Pollution","level":2,"score":0.6058380007743835},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.48635417222976685},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48529499769210815},{"id":"https://openalex.org/C24245907","wikidata":"https://www.wikidata.org/wiki/Q498957","display_name":"Particulates","level":2,"score":0.4330919682979584},{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.4152475595474243},{"id":"https://openalex.org/C161189084","wikidata":"https://www.wikidata.org/wiki/Q203789","display_name":"Stove","level":2,"score":0.41282349824905396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14594358205795288},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10505595803260803},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/globalsip45357.2019.8969343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip45357.2019.8969343","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1904.03977","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.03977","pdf_url":"https://arxiv.org/pdf/1904.03977","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:raiith.iith.ac.in:7483","is_oa":false,"landing_page_url":"http://raiith.iith.ac.in/7483/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400292","display_name":"Research Archive of Indian Institute of Technology Hyderabad (Indian Institute of Technology Hyderabad)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I65181880","host_organization_name":"Indian Institute of Technology Hyderabad","host_organization_lineage":["https://openalex.org/I65181880"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"doi:10.48550/arxiv.1904.03977","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1904.03977","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"mag:2932508192","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1904.03977","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1904.03977","pdf_url":"https://arxiv.org/pdf/1904.03977","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2932508192.pdf","grobid_xml":"https://content.openalex.org/works/W2932508192.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W854541894","https://openalex.org/W1531333757","https://openalex.org/W1544827683","https://openalex.org/W1919216911","https://openalex.org/W1969865391","https://openalex.org/W1973553304","https://openalex.org/W2009598717","https://openalex.org/W2021866708","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2097183694","https://openalex.org/W2107878631","https://openalex.org/W2134265359","https://openalex.org/W2143612262","https://openalex.org/W2315900753","https://openalex.org/W2565536624","https://openalex.org/W2626778328","https://openalex.org/W2756901848","https://openalex.org/W2762458661","https://openalex.org/W2767894694","https://openalex.org/W2778213743","https://openalex.org/W2783197284","https://openalex.org/W2783778499","https://openalex.org/W2808125453","https://openalex.org/W2876206613","https://openalex.org/W2895135289","https://openalex.org/W2897897407","https://openalex.org/W2951572255","https://openalex.org/W2964121744","https://openalex.org/W3122817556","https://openalex.org/W6631190155","https://openalex.org/W6674330103","https://openalex.org/W6694517276"],"related_works":["https://openalex.org/W3003415393","https://openalex.org/W3000555934","https://openalex.org/W3039871449","https://openalex.org/W2971446619","https://openalex.org/W3196726700","https://openalex.org/W2589176354","https://openalex.org/W3208400885","https://openalex.org/W3111461674","https://openalex.org/W3163724940","https://openalex.org/W2969792939","https://openalex.org/W1765166171","https://openalex.org/W3133771526","https://openalex.org/W2998686570","https://openalex.org/W3127387526","https://openalex.org/W2293500792","https://openalex.org/W2503116711","https://openalex.org/W3035717876","https://openalex.org/W3162807667","https://openalex.org/W2946297768","https://openalex.org/W1981766968"],"abstract_inverted_index":{"Air":[0],"pollution":[1,27,36,42],"is":[2,164],"the":[3,31,67,101,141,160,168,175,185],"leading":[4],"environmental":[5],"health":[6],"hazard":[7],"globally":[8],"due":[9],"to":[10,91],"various":[11],"sources":[12,135],"which":[13],"include":[14],"factory":[15],"emissions,":[16],"car":[17],"exhaust,":[18],"and":[19,39,69,74,103,123,154,182],"cooking":[20],"stoves.":[21],"As":[22],"a":[23,87],"precautionary":[24],"measure,":[25],"air":[26,41,56,72,93,107],"forecast":[28,53],"serves":[29],"as":[30],"basis":[32],"for":[33,59,95,129,152],"taking":[34],"effective":[35],"control":[37],"measures,":[38],"accurate":[40],"forecasting":[43],"has":[44],"become":[45],"an":[46],"important":[47],"task.":[48],"In":[49],"this":[50],"paper,":[51],"we":[52],"fine-grained":[54],"ambient":[55,71],"quality":[57,73,94],"information":[58],"5":[60],"prominent":[61],"locations":[62],"in":[63,137],"Delhi":[64,138],"based":[65,145],"on":[66,133,178],"historical":[68],"real-time":[70],"meteorological":[75],"data":[76,134],"reported":[77],"by":[78,99,190],"Central":[79],"Pollution":[80],"Control":[81],"board.":[82],"We":[83,173],"present":[84],"VayuAnukulani":[85],"system,":[86],"novel":[88],"end-to-end":[89],"solution":[90],"predict":[92],"next":[96],"24":[97],"hours":[98],"estimating":[100],"concentration":[102],"level":[104],"of":[105,159],"different":[106],"pollutants":[108],"including":[109],"nitrogen":[110],"dioxide":[111],"(NO":[112],"<sub":[113,120,125],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[114,121,126,193],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sub>":[115],"),":[116],"particulate":[117],"matter":[118],"(PM":[119],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2.5</sub>":[122],"PM":[124],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">10</sub>":[127],")":[128],"Delhi.":[130],"Extensive":[131],"experiments":[132],"obtained":[136],"demonstrate":[139],"that":[140,184],"proposed":[142,161,176],"adaptive":[143,162],"attention":[144],"Bidirectional":[146],"LSTM":[147],"Network":[148],"outperforms":[149,187],"several":[150,179],"baselines":[151],"classification":[153],"regression":[155],"models.":[156],"The":[157],"accuracy":[158],"system":[163],"~15-20%":[165],"better":[166],"than":[167],"same":[169],"offline":[170],"trained":[171],"model.":[172],"compare":[174],"methodology":[177],"competing":[180],"baselines,":[181],"show":[183],"network":[186],"conventional":[188],"methods":[189],"~7-18%":[191],"<sup":[192],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[194],".":[195]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
