{"id":"https://openalex.org/W4393359058","doi":"https://doi.org/10.1016/j.asoc.2024.111569","title":"Incorporating temporal multi-head self-attention convolutional networks and LightGBM for indoor air quality prediction","display_name":"Incorporating temporal multi-head self-attention convolutional networks and LightGBM for indoor air quality prediction","publication_year":2024,"publication_date":"2024-03-31","ids":{"openalex":"https://openalex.org/W4393359058","doi":"https://doi.org/10.1016/j.asoc.2024.111569"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2024.111569","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2024.111569","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-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/A5047077710","display_name":"Yifeng Lu","orcid":"https://orcid.org/0000-0002-6913-6737"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifeng Lu","raw_affiliation_strings":["Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China","institution_ids":["https://openalex.org/I167027274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690701","display_name":"Jinyong Wang","orcid":"https://orcid.org/0000-0002-5205-1649"},"institutions":[{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]},{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyong Wang","raw_affiliation_strings":["College of Automation & College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation & College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","institution_ids":["https://openalex.org/I41198531"]},{"raw_affiliation_string":"Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China","institution_ids":["https://openalex.org/I167027274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450591","display_name":"Dongsheng Wang","orcid":"https://orcid.org/0000-0003-4307-0992"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Wang","raw_affiliation_strings":["College of Automation & College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing 210023, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation & College of Artificial Intelligence, Nanjing University of Posts and Telecommunications, Nanjing 210023, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076131656","display_name":"ChangKyoo Yoo","orcid":"https://orcid.org/0000-0002-9406-7649"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"ChangKyoo Yoo","raw_affiliation_strings":["Department of Environmental Science and Engineering, College of Engineering, Kyung Hee University, Yongin 446701, Korea","Department of Environmental Science and Engineering, College of Engineering, Kyung Hee University,\u00a0Yongin 446701Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Environmental Science and Engineering, College of Engineering, Kyung Hee University, Yongin 446701, Korea","institution_ids":["https://openalex.org/I35928602"]},{"raw_affiliation_string":"Department of Environmental Science and Engineering, College of Engineering, Kyung Hee University,\u00a0Yongin 446701Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100408236","display_name":"Hongbin Liu","orcid":"https://orcid.org/0000-0001-9645-686X"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I167027274","display_name":"Nanjing Forestry University","ror":"https://ror.org/03m96p165","country_code":"CN","type":"education","lineage":["https://openalex.org/I167027274"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongbin Liu","raw_affiliation_strings":["Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China","Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China","Laboratory for Comprehensive Utilization of Paper Waste of Shandong Province, Shandong Huatai Paper Co. Ltd., Dongying 257335, China"],"raw_orcid":"https://orcid.org/0000-0001-9645-686X","affiliations":[{"raw_affiliation_string":"Guangxi Key Laboratory of Clean Pulp & Papermaking and Pollution Control, College of Light Industry and Food Engineering, Guangxi University, Nanning 530004, China","institution_ids":["https://openalex.org/I150807315"]},{"raw_affiliation_string":"Jiangsu Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing 210037, China","institution_ids":["https://openalex.org/I167027274"]},{"raw_affiliation_string":"Laboratory for Comprehensive Utilization of Paper Waste of Shandong Province, Shandong Huatai Paper Co. Ltd., Dongying 257335, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100408236"],"corresponding_institution_ids":["https://openalex.org/I150807315","https://openalex.org/I167027274"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":4.1695,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.95518171,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"157","issue":null,"first_page":"111569","last_page":"111569"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9818999767303467,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6546513438224792},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.5377455353736877},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5154967904090881},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4208008646965027},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34674888849258423},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3233673870563507},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12781187891960144}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6546513438224792},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.5377455353736877},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5154967904090881},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4208008646965027},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34674888849258423},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3233673870563507},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12781187891960144},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2024.111569","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2024.111569","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1967185012","https://openalex.org/W2014851516","https://openalex.org/W2097998348","https://openalex.org/W2122053769","https://openalex.org/W2140095548","https://openalex.org/W2296719434","https://openalex.org/W2552942965","https://openalex.org/W2580695889","https://openalex.org/W2696220207","https://openalex.org/W2768348081","https://openalex.org/W2895250764","https://openalex.org/W2901338302","https://openalex.org/W2965353672","https://openalex.org/W2965521597","https://openalex.org/W2967663220","https://openalex.org/W2993219986","https://openalex.org/W2994402765","https://openalex.org/W3000409346","https://openalex.org/W3004395473","https://openalex.org/W3006123093","https://openalex.org/W3017059686","https://openalex.org/W3043299403","https://openalex.org/W3088383850","https://openalex.org/W3090516321","https://openalex.org/W3090964982","https://openalex.org/W3095704617","https://openalex.org/W3113909459","https://openalex.org/W3118566922","https://openalex.org/W3127409731","https://openalex.org/W3210940331","https://openalex.org/W3213652448","https://openalex.org/W3217610966","https://openalex.org/W4224211827","https://openalex.org/W4224979735","https://openalex.org/W4281692595","https://openalex.org/W4285608821","https://openalex.org/W4288988557","https://openalex.org/W4292505922","https://openalex.org/W4297497027","https://openalex.org/W4304688514","https://openalex.org/W4308737346","https://openalex.org/W4311543765","https://openalex.org/W4316022164","https://openalex.org/W4318205415","https://openalex.org/W4361269607","https://openalex.org/W4366993105","https://openalex.org/W4385555796","https://openalex.org/W6674385629","https://openalex.org/W6729635839","https://openalex.org/W6745609711","https://openalex.org/W6766576792","https://openalex.org/W6846198942"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W3097502728","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":3}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
