{"id":"https://openalex.org/W4394864336","doi":"https://doi.org/10.1145/3650215.3650271","title":"Periodic Attention Networks for Air Quality Index Prediction","display_name":"Periodic Attention Networks for Air Quality Index Prediction","publication_year":2023,"publication_date":"2023-10-27","ids":{"openalex":"https://openalex.org/W4394864336","doi":"https://doi.org/10.1145/3650215.3650271"},"language":"en","primary_location":{"id":"doi:10.1145/3650215.3650271","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3650215.3650271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Machine Learning and Computer Application","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049057423","display_name":"Jiaqing Wu","orcid":"https://orcid.org/0009-0006-1612-6830"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaqing Wu","raw_affiliation_strings":["School of Computer Science and Engineering &amp; School of Software, Guangxi Normal University, China"],"raw_orcid":"https://orcid.org/0009-0006-1612-6830","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering &amp; School of Software, Guangxi Normal University, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083247765","display_name":"Yinzhi Wu","orcid":"https://orcid.org/0009-0005-5390-0891"},"institutions":[{"id":"https://openalex.org/I32377083","display_name":"Yangtze Normal University","ror":"https://ror.org/05v8v7d33","country_code":"CN","type":"education","lineage":["https://openalex.org/I32377083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinzhi Wu","raw_affiliation_strings":["School of Civil and Architectural Engineering, Yangtze Normal University, China"],"raw_orcid":"https://orcid.org/0009-0005-5390-0891","affiliations":[{"raw_affiliation_string":"School of Civil and Architectural Engineering, Yangtze Normal University, China","institution_ids":["https://openalex.org/I32377083"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103111126","display_name":"Cheng Chen","orcid":"https://orcid.org/0009-0004-6933-9907"},"institutions":[{"id":"https://openalex.org/I32377083","display_name":"Yangtze Normal University","ror":"https://ror.org/05v8v7d33","country_code":"CN","type":"education","lineage":["https://openalex.org/I32377083"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Chen","raw_affiliation_strings":["School of Civil and Architectural Engineering, Yangtze Normal University, China"],"raw_orcid":"https://orcid.org/0009-0004-6933-9907","affiliations":[{"raw_affiliation_string":"School of Civil and Architectural Engineering, Yangtze Normal University, China","institution_ids":["https://openalex.org/I32377083"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18854158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9961000084877014,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/beijing","display_name":"Beijing","score":0.8770008087158203},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.7650413513183594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5571585893630981},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.5262647867202759},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.47661176323890686},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.471731573343277},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4411270022392273},{"id":"https://openalex.org/keywords/atmospheric-model","display_name":"Atmospheric model","score":0.42431554198265076},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.34740930795669556},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3202534317970276},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.282927006483078},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2321617305278778},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17000481486320496},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15232470631599426},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.11900928616523743}],"concepts":[{"id":"https://openalex.org/C2778304055","wikidata":"https://www.wikidata.org/wiki/Q657474","display_name":"Beijing","level":3,"score":0.8770008087158203},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.7650413513183594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5571585893630981},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.5262647867202759},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.47661176323890686},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.471731573343277},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4411270022392273},{"id":"https://openalex.org/C118365302","wikidata":"https://www.wikidata.org/wiki/Q4817115","display_name":"Atmospheric model","level":2,"score":0.42431554198265076},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34740930795669556},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3202534317970276},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.282927006483078},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2321617305278778},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17000481486320496},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15232470631599426},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.11900928616523743},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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":1,"locations":[{"id":"doi:10.1145/3650215.3650271","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3650215.3650271","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 4th International Conference on Machine Learning and Computer Application","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2755891214","https://openalex.org/W2952570801","https://openalex.org/W3198518247","https://openalex.org/W3206110539","https://openalex.org/W7038430793"],"related_works":["https://openalex.org/W2015747722","https://openalex.org/W2362050182","https://openalex.org/W2382418233","https://openalex.org/W2369897927","https://openalex.org/W3031731056","https://openalex.org/W4293167957","https://openalex.org/W2361035307","https://openalex.org/W2108274885","https://openalex.org/W2799423116","https://openalex.org/W4200237028"],"abstract_inverted_index":{"Air":[0],"quality":[1,25],"remains":[2],"a":[3,43,71,94,124],"pressing":[4],"concern":[5],"in":[6,53],"urban":[7],"regions":[8],"globally,":[9],"influencing":[10],"public":[11],"health,":[12],"environmental":[13,37],"sustainability,":[14],"and":[15,98],"residents'":[16],"overall":[17],"well-being.":[18],"However,":[19],"predicting":[20],"the":[21,58,64,76,88,105,116,120],"subsequent":[22],"day's":[23],"air":[24],"index":[26],"(AQI)":[27],"using":[28],"its":[29,83],"history":[30],"data":[31],"is":[32,51],"very":[33],"challenging":[34],"due":[35],"to":[36,62,90,123],"complexities.":[38],"To":[39],"address":[40],"this":[41,54],"issue,":[42],"novel":[44],"model":[45,89,118],"named":[46],"Periodic":[47],"Attention":[48],"Networks":[49],"(PAN)":[50],"proposed":[52],"paper,":[55],"which":[56,86],"exploits":[57],"hierarchical":[59],"attention":[60],"mechanism":[61],"capture":[63],"periodicity":[65,78],"of":[66,74,79,109],"AQI":[67,81,111],"changes.":[68],"PAN":[69],"does":[70],"good":[72],"job":[73],"stratifying":[75],"weekly":[77],"Beijing's":[80,110],"with":[82,93],"monthly":[84],"periodicity,":[85],"enables":[87],"be":[91],"constructed":[92],"distinction":[95],"between":[96],"important":[97],"unimportant":[99],"contents.":[100],"The":[101],"experimental":[102],"results":[103],"on":[104],"regression":[106],"prediction":[107],"task":[108],"from":[112],"2019-2021":[113],"show":[114],"that":[115],"applied":[117],"surpasses":[119],"previous":[121],"methods":[122],"large":[125],"extent.":[126]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
