{"id":"https://openalex.org/W4388516562","doi":"https://doi.org/10.1109/fuzz52849.2023.10309676","title":"Improved ANFIS Model Based on Confinement Optimized PSO to Predict the Air Quality of Delhi, India","display_name":"Improved ANFIS Model Based on Confinement Optimized PSO to Predict the Air Quality of Delhi, India","publication_year":2023,"publication_date":"2023-08-13","ids":{"openalex":"https://openalex.org/W4388516562","doi":"https://doi.org/10.1109/fuzz52849.2023.10309676"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz52849.2023.10309676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","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/A5111071635","display_name":"Aryan Karki","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aryan Karki","raw_affiliation_strings":["National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093227999","display_name":"Chaitanya Hardikar","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chaitanya Hardikar","raw_affiliation_strings":["National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004086998","display_name":"M Akshay Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M Akshay Kumar","raw_affiliation_strings":["National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081476268","display_name":"Sujit Das","orcid":"https://orcid.org/0000-0002-7417-5095"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sujit Das","raw_affiliation_strings":["National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Dept of Computer Science and Engineering,Warangal,India","institution_ids":["https://openalex.org/I121750182"]},{"raw_affiliation_string":"Dept of Computer Science and Engineering, National Institute of Technology, Warangal, India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111071635"],"corresponding_institution_ids":["https://openalex.org/I121750182"],"apc_list":null,"apc_paid":null,"fwci":0.2514,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52094147,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.9995999932289124,"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":0.9995999932289124,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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":0.9760000109672546,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.9201797246932983},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7488151788711548},{"id":"https://openalex.org/keywords/air-quality-index","display_name":"Air quality index","score":0.7477152347564697},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40126752853393555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3764563500881195},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3735325336456299},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3547438979148865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35065674781799316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34119418263435364},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.33072635531425476},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.27102214097976685},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15245047211647034},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.10272064805030823}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.9201797246932983},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7488151788711548},{"id":"https://openalex.org/C126314574","wikidata":"https://www.wikidata.org/wiki/Q2364111","display_name":"Air quality index","level":2,"score":0.7477152347564697},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40126752853393555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3764563500881195},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3735325336456299},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3547438979148865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35065674781799316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34119418263435364},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.33072635531425476},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.27102214097976685},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15245047211647034},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.10272064805030823}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz52849.2023.10309676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4099999964237213,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1664292699","https://openalex.org/W2019207321","https://openalex.org/W2031207291","https://openalex.org/W2084061458","https://openalex.org/W2141614013","https://openalex.org/W2171285507","https://openalex.org/W2387393776","https://openalex.org/W2543580944","https://openalex.org/W2615467640","https://openalex.org/W2636177164","https://openalex.org/W2735529834","https://openalex.org/W2794987129","https://openalex.org/W2930564639","https://openalex.org/W2971896006","https://openalex.org/W3000279472","https://openalex.org/W3113265756","https://openalex.org/W3129088451","https://openalex.org/W3211738833","https://openalex.org/W4287325158","https://openalex.org/W6791208785"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550","https://openalex.org/W3006331445"],"abstract_inverted_index":{"This":[0,49],"paper":[1],"proposes":[2],"an":[3,41],"improved":[4,42],"version":[5,43],"of":[6,36,44,65,104,110,118],"the":[7,15,34,70,101,108,111,116,127],"adaptive":[8],"neuro-fuzzy":[9],"inference":[10],"system":[11],"(ANFIS)":[12],"to":[13,32,68,96,134],"forecast":[14,69],"air":[16,59,71,92,102],"quality":[17,60,103],"index":[18,61],"in":[19],"New":[20],"Delhi,":[21],"India.":[22],"We":[23,106],"have":[24,97],"used":[25],"confinement":[26],"optimized":[27],"particle":[28,45],"swarm":[29,46],"optimizer":[30,47],"(COPSO)":[31],"improve":[33],"performance":[35,109,117],"ANFIS,":[37],"where":[38,126],"COPSO":[39],"is":[40],"(PSO).":[48],"proposed":[50,112],"model":[51,113],"has":[52],"been":[53],"trained":[54],"with":[55,115],"previous":[56],"nine":[57],"years":[58],"time":[62],"series":[63],"data":[64],"Delhi":[66],"city":[67],"pollutants":[72,93],"such":[73],"as":[74,89],"particulate":[75],"matter":[76],"(PM10),":[77],"sulfur":[78],"dioxide":[79],"(SO":[80],"<inf":[81],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[82],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</inf>":[83],")":[84],"and":[85,122],"carbon":[86],"monoxide":[87],"(CO)":[88],"these":[90],"three":[91],"are":[94],"found":[95],"severe":[98],"impact":[99],"on":[100],"Delhi.":[105],"compare":[107],"(COPSO-ANFIS)":[114],"PSO-ANFIS,":[119],"polynomial":[120],"regression":[121],"decision":[123],"tree-based":[124],"models,":[125],"result":[128],"shows":[129],"a":[130],"significant":[131],"improvement":[132],"compared":[133],"other":[135],"approaches.":[136]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}