{"id":"https://openalex.org/W2937233069","doi":"https://doi.org/10.1109/ccis.2018.8691167","title":"Spatio-temporal-Aware Sparse Denoising Autoencoder Neural Network for Air Quality Prediction","display_name":"Spatio-temporal-Aware Sparse Denoising Autoencoder Neural Network for Air Quality Prediction","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2937233069","doi":"https://doi.org/10.1109/ccis.2018.8691167","mag":"2937233069"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100443879","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-4694-4926"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043810277","display_name":"Xiajiong Shen","orcid":"https://orcid.org/0000-0002-9407-0637"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiajiong Shen","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040363662","display_name":"Daojun Han","orcid":"https://orcid.org/0000-0003-0222-0667"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daojun Han","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101761197","display_name":"Jun Sun","orcid":"https://orcid.org/0000-0001-6864-0803"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Sun","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042956643","display_name":"Yatian Shen","orcid":"https://orcid.org/0000-0002-7052-9538"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yatian Shen","raw_affiliation_strings":["School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer and Information Engineering, Henan University Kaifeng, Henan, 475004, China","institution_ids":["https://openalex.org/I173899330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I173899330"],"apc_list":null,"apc_paid":null,"fwci":1.9942,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87502441,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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/T10766","display_name":"Urban Heat Island Mitigation","score":0.9786999821662903,"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":0.9782000184059143,"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":0.8022137880325317},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.753721296787262},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6684762239456177},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5866109728813171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5384722948074341},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.534975528717041},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47497719526290894},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.4701032042503357},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4283583462238312},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3579981327056885},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06271237134933472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8022137880325317},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.753721296787262},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6684762239456177},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5866109728813171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5384722948074341},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.534975528717041},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47497719526290894},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.4701032042503357},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4283583462238312},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3579981327056885},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06271237134933472},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis.2018.8691167","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1977054139","https://openalex.org/W2018790612","https://openalex.org/W2025768430","https://openalex.org/W2040409015","https://openalex.org/W2144428405","https://openalex.org/W2145094598","https://openalex.org/W2149921893","https://openalex.org/W2205176007","https://openalex.org/W2219293789","https://openalex.org/W2572908757","https://openalex.org/W4249387858","https://openalex.org/W6681092748","https://openalex.org/W6732370935"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W3037110488"],"abstract_inverted_index":{"Nowadays,":[0],"air":[1],"quality":[2],"prediction":[3,63],"is":[4,15,64],"an":[5],"important":[6],"task.":[7,45],"The":[8],"main":[9],"way":[10],"to":[11,16,24],"solve":[12],"this":[13,30,44],"problem":[14],"use":[17,50],"neural":[18,40],"network,":[19],"which":[20],"are":[21],"robust":[22],"enough":[23],"handle":[25],"time":[26],"sensitive":[27],"data.":[28],"In":[29],"paper,":[31],"we":[32],"propose":[33],"a":[34],"novel":[35],"spatio-temporal-aware":[36],"sparse":[37],"denoising":[38],"autoencoding":[39],"network":[41],"architecture":[42],"for":[43],"Our":[46],"model":[47,84],"makes":[48],"full":[49],"of":[51,55,61],"the":[52,56,59,62],"spatio-temporal":[53],"characteristics":[54],"data,":[57],"thus":[58],"accuracy":[60],"improved.":[65],"Experiments":[66],"on":[67],"historical":[68],"dataset":[69],"released":[70],"by":[71],"China":[72,78],"National":[73],"Environmental":[74],"Monitoring":[75],"Station":[76],"and":[77],"Meteorological":[79],"Administration":[80],"show":[81],"that":[82],"our":[83],"achieves":[85],"better":[86],"performances":[87],"than":[88],"other":[89],"models.":[90]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}