{"id":"https://openalex.org/W2877283017","doi":"https://doi.org/10.1007/978-3-319-95930-6_71","title":"Prediction of Indoor PM2.5 Index Using Genetic Neural Network Model","display_name":"Prediction of Indoor PM2.5 Index Using Genetic Neural Network Model","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2877283017","doi":"https://doi.org/10.1007/978-3-319-95930-6_71","mag":"2877283017"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-95930-6_71","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-95930-6_71","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5076525932","display_name":"Hongjie Wu","orcid":"https://orcid.org/0000-0001-5921-8707"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongjie Wu","raw_affiliation_strings":["Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, Suzhou University of Science and Technology, Suzhou, 215009, China","School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100420556","display_name":"Cheng Chen","orcid":"https://orcid.org/0000-0002-6040-6833"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Chen","raw_affiliation_strings":["School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055833647","display_name":"Weisheng Liu","orcid":"https://orcid.org/0000-0001-5448-6315"},"institutions":[{"id":"https://openalex.org/I4210116071","display_name":"Suzhou Municipal Hospital","ror":"https://ror.org/02cdyrc89","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210116071"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weisheng Liu","raw_affiliation_strings":["Suzhou Municipal Hospital (North Area), Suzhou, 215000, China"],"affiliations":[{"raw_affiliation_string":"Suzhou Municipal Hospital (North Area), Suzhou, 215000, China","institution_ids":["https://openalex.org/I4210116071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472913","display_name":"Ru Yang","orcid":"https://orcid.org/0000-0003-0373-706X"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Yang","raw_affiliation_strings":["School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087429872","display_name":"Qiming Fu","orcid":"https://orcid.org/0000-0001-9757-4323"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiming Fu","raw_affiliation_strings":["Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, Suzhou University of Science and Technology, Suzhou, 215009, China","School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058347472","display_name":"Baochuan Fu","orcid":"https://orcid.org/0000-0002-3131-1907"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baochuan Fu","raw_affiliation_strings":["Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, Suzhou University of Science and Technology, Suzhou, 215009, China","School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China"],"affiliations":[{"raw_affiliation_string":"Jiangsu Province Key Laboratory of Intelligent Building Energy Efficiency, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011910413","display_name":"Dadong Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dadong Dai","raw_affiliation_strings":["School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, Suzhou University of Science and Technology, Suzhou, 215009, China","institution_ids":["https://openalex.org/I308837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5076525932"],"corresponding_institution_ids":["https://openalex.org/I308837"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.935,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69583728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"703","last_page":"707"},"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":0.9973000288009644,"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":0.9957000017166138,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7304157018661499},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6899626851081848},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.6003032326698303},{"id":"https://openalex.org/keywords/relative-humidity","display_name":"Relative humidity","score":0.5642895698547363},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.54423987865448},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4608213007450104},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.43076810240745544},{"id":"https://openalex.org/keywords/natural-ventilation","display_name":"Natural ventilation","score":0.41875240206718445},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.41544464230537415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.333151638507843},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3311408758163452},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3105749189853668},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.2590788006782532},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09749424457550049},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08699920773506165}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7304157018661499},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6899626851081848},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.6003032326698303},{"id":"https://openalex.org/C158960510","wikidata":"https://www.wikidata.org/wiki/Q180600","display_name":"Relative humidity","level":2,"score":0.5642895698547363},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.54423987865448},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4608213007450104},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.43076810240745544},{"id":"https://openalex.org/C206018219","wikidata":"https://www.wikidata.org/wiki/Q1427418","display_name":"Natural ventilation","level":3,"score":0.41875240206718445},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.41544464230537415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.333151638507843},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3311408758163452},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3105749189853668},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.2590788006782532},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09749424457550049},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08699920773506165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-95930-6_71","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-95930-6_71","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2064926847","https://openalex.org/W2312602772","https://openalex.org/W2337142884","https://openalex.org/W2766318212","https://openalex.org/W2792091233"],"related_works":["https://openalex.org/W2734612603","https://openalex.org/W3162842470","https://openalex.org/W2479405427","https://openalex.org/W2189319196","https://openalex.org/W4206457116","https://openalex.org/W2766664260","https://openalex.org/W2503901587","https://openalex.org/W2181830208","https://openalex.org/W2594715601","https://openalex.org/W2762091588"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
