{"id":"https://openalex.org/W2999760855","doi":"https://doi.org/10.1109/icmlc48188.2019.8949326","title":"Using Non-Parametric Regression Methods to Analyze the Impact of air Pollutants on Psychiatric & Neurological Illnesses","display_name":"Using Non-Parametric Regression Methods to Analyze the Impact of air Pollutants on Psychiatric & Neurological Illnesses","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2999760855","doi":"https://doi.org/10.1109/icmlc48188.2019.8949326","mag":"2999760855"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc48188.2019.8949326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc48188.2019.8949326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","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/A5018916356","display_name":"Po-Hsiang Tseng","orcid":null},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]},{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW","YE"],"is_corresponding":true,"raw_author_name":"Po-Hsiang Tseng","raw_affiliation_strings":["Department of Computer Science & Information Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan, R. O. C","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I4387154394","https://openalex.org/I89178830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065371040","display_name":"Yang Fu-Yi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097004","display_name":"Taipei Tzu Chi Hospital","ror":"https://ror.org/00q017g63","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210097004"]},{"id":"https://openalex.org/I4210122745","display_name":"Buddhist Tzu Chi General Hospital","ror":"https://ror.org/037r57b62","country_code":"TW","type":"healthcare","lineage":["https://openalex.org/I4210122745"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Fu-Yi Yang","raw_affiliation_strings":["Department of Neurology, Taipei Tzu Chi General Hospital, New Taipei, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Taipei Tzu Chi General Hospital, New Taipei, Taiwan, R. O. C","institution_ids":["https://openalex.org/I4210097004","https://openalex.org/I4210122745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087539432","display_name":"Meng-Han Yang","orcid":"https://orcid.org/0000-0002-7583-040X"},"institutions":[{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]},{"id":"https://openalex.org/I89178830","display_name":"National Kaohsiung University of Applied Sciences","ror":"https://ror.org/04wydzr61","country_code":"TW","type":"education","lineage":["https://openalex.org/I89178830"]}],"countries":["TW","YE"],"is_corresponding":false,"raw_author_name":"Meng-Han Yang","raw_affiliation_strings":["Department of Computer Science & Information Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan, R. O. C"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Information Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan, R. O. C","institution_ids":["https://openalex.org/I118692353","https://openalex.org/I4387154394","https://openalex.org/I89178830"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018916356"],"corresponding_institution_ids":["https://openalex.org/I118692353","https://openalex.org/I4387154394","https://openalex.org/I89178830"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19683003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"356","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10190","display_name":"Air Quality and Health Impacts","score":0.9998999834060669,"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/T11244","display_name":"Climate Change and Health Impacts","score":0.9987000226974487,"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/T11692","display_name":"Noise Effects and Management","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pollutant","display_name":"Pollutant","score":0.8001365661621094},{"id":"https://openalex.org/keywords/air-pollutants","display_name":"Air pollutants","score":0.733703076839447},{"id":"https://openalex.org/keywords/lag","display_name":"Lag","score":0.7027777433395386},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.6455110311508179},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5709893107414246},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5706888437271118},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.5383961796760559},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.525988757610321},{"id":"https://openalex.org/keywords/air-pollution","display_name":"Air pollution","score":0.5068581700325012},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.48579835891723633},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3366994261741638},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.32583385705947876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28881072998046875},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2751350402832031},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.21290072798728943},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1935613453388214},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11648556590080261}],"concepts":[{"id":"https://openalex.org/C82685317","wikidata":"https://www.wikidata.org/wiki/Q19829510","display_name":"Pollutant","level":2,"score":0.8001365661621094},{"id":"https://openalex.org/C2987853052","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollutants","level":3,"score":0.733703076839447},{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.7027777433395386},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.6455110311508179},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5709893107414246},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5706888437271118},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.5383961796760559},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.525988757610321},{"id":"https://openalex.org/C559116025","wikidata":"https://www.wikidata.org/wiki/Q131123","display_name":"Air pollution","level":2,"score":0.5068581700325012},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.48579835891723633},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3366994261741638},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.32583385705947876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28881072998046875},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2751350402832031},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.21290072798728943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1935613453388214},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11648556590080261},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc48188.2019.8949326","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc48188.2019.8949326","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Machine Learning and Cybernetics (ICMLC)","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":14,"referenced_works":["https://openalex.org/W1729934446","https://openalex.org/W1916081593","https://openalex.org/W1977212351","https://openalex.org/W1980353330","https://openalex.org/W2006203329","https://openalex.org/W2072187367","https://openalex.org/W2098189516","https://openalex.org/W2103766788","https://openalex.org/W2140886733","https://openalex.org/W2314078927","https://openalex.org/W2346719633","https://openalex.org/W2409063249","https://openalex.org/W2412702708","https://openalex.org/W4243775554"],"related_works":["https://openalex.org/W2074601501","https://openalex.org/W31220157","https://openalex.org/W1784771673","https://openalex.org/W4205602709","https://openalex.org/W3120396838","https://openalex.org/W2419279123","https://openalex.org/W2288557197","https://openalex.org/W4233024177","https://openalex.org/W82716696","https://openalex.org/W1567165692"],"abstract_inverted_index":{"While":[0],"industrial":[1],"pollutions":[2],"cause":[3],"changes":[4],"in":[5,150],"the":[6,17,34,46,61,69,80,86,100,108,121,139],"environment":[7],"and":[8,22,96,114,144],"gradually":[9],"has":[10],"a":[11,26,131],"strong":[12],"impact":[13,47],"on":[14,33,51,68],"human":[15],"physiologies,":[16],"relationship":[18],"between":[19,141],"air":[20,49,93,115,142],"pollutants":[21,50,143],"disease":[23],"occurrences":[24],"is":[25],"subject":[27],"worthy":[28],"of":[29,48,65,83,102,133],"exploration.":[30],"Therefore,":[31],"based":[32],"nationwide":[35],"datasets,":[36],"this":[37,151],"study":[38],"would":[39,72],"use":[40],"non-parametric":[41,103],"regression":[42,59,104],"methods":[43],"to":[44,79,120],"analyze":[45],"various":[52],"psychiatric":[53],"&":[54],"neurological":[55],"illnesses.":[56],"Through":[57],"these":[58],"models,":[60,105],"time":[62,134],"lag":[63],"effect":[64],"environmental":[66,109],"factors":[67],"target":[70],"diseases":[71,88],"also":[73,128],"be":[74],"taken":[75],"into":[76],"account.":[77],"According":[78],"evaluation":[81],"outcomes":[82],"correlation":[84],"coefficients,":[85],"targets":[87],"were":[89,117],"mainly":[90],"associated":[91],"with":[92],"pressure,":[94],"CH4,":[95],"SO2.":[97],"Moreover,":[98],"observing":[99],"coefficients":[101],"influences":[106],"from":[107],"factors,":[110],"i.e.":[111],"meteorological":[112],"items":[113],"pollutants,":[116],"not":[118],"limited":[119],"current":[122],"occurrence":[123],"(0~1-day":[124],"lag)":[125],"but":[126],"might":[127],"accumulate":[129],"after":[130],"period":[132],"(5~7-day":[135],"lag).":[136],"In":[137],"summary,":[138],"relationships":[140],"psychiatric/neurological":[145],"illnesses":[146],"have":[147],"been":[148],"verified":[149],"study.":[152]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}