{"id":"https://openalex.org/W2334316632","doi":"https://doi.org/10.7763/ijcte.2013.v5.810","title":"Application of Pattern Recognition Techniques to Predict Severe Thunderstorms","display_name":"Application of Pattern Recognition Techniques to Predict Severe Thunderstorms","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2334316632","doi":"https://doi.org/10.7763/ijcte.2013.v5.810","mag":"2334316632"},"language":"en","primary_location":{"id":"doi:10.7763/ijcte.2013.v5.810","doi":"https://doi.org/10.7763/ijcte.2013.v5.810","is_oa":true,"landing_page_url":"https://doi.org/10.7763/ijcte.2013.v5.810","pdf_url":"http://www.ijcte.org/papers/810-G1289.pdf","source":{"id":"https://openalex.org/S4210186493","display_name":"International Journal of Computer Theory and Engineering","issn_l":"1793-8201","issn":["1793-8201"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Theory and Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.ijcte.org/papers/810-G1289.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036867679","display_name":"Himadri Bhattacharyya Chakrabarty","orcid":"https://orcid.org/0000-0003-2747-484X","observed_orcids":["https://orcid.org/0000-0003-2747-484X"]},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]},{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himadri Chakrabarty","raw_affiliation_strings":["Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","Center for Research in Space Environment, Calcutta University, Kolkata, India","Institute of Radiophysics and Electronics, Calcutta University, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]},{"raw_affiliation_string":"Center for Research in Space Environment, Calcutta University, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Institute of Radiophysics and Electronics, Calcutta University, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108868231","display_name":"C.A. Murthy","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]},{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"C. A. Murthy","raw_affiliation_strings":["Center for Research in Space Environment, Calcutta University, Kolkata, India","Institute of Radiophysics and Electronics, Calcutta University, Kolkata, India","Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research in Space Environment, Calcutta University, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Institute of Radiophysics and Electronics, Calcutta University, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102195776","display_name":"Ashish Das Gupta","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]},{"id":"https://openalex.org/I6498739","display_name":"Indian Statistical Institute","ror":"https://ror.org/00q2w1j53","country_code":"IN","type":"education","lineage":["https://openalex.org/I6498739"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Das Gupta","raw_affiliation_strings":["Center for Research in Space Environment, Calcutta University, Kolkata, India","Institute of Radiophysics and Electronics, Calcutta University, Kolkata, India","Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research in Space Environment, Calcutta University, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Institute of Radiophysics and Electronics, Calcutta University, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]},{"raw_affiliation_string":"Machine Intelligence Unit, Indian Statistical Institute, Kolkata, India","institution_ids":["https://openalex.org/I6498739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108868231"],"corresponding_institution_ids":["https://openalex.org/I106542073","https://openalex.org/I6498739"],"apc_list":null,"apc_paid":null,"fwci":0.3586,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.61614284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"850","last_page":"855"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9779999852180481,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11483","display_name":"Tropical and Extratropical Cyclones Research","score":0.003599999938160181,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/nowcasting","display_name":"nowcasting","score":0.8410000205039978},{"id":"https://openalex.org/keywords/modified-k-nearest-neighbor","display_name":"modified k-nearest neighbor","score":0.8460000157356262},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9279999732971191},{"id":"https://openalex.org/keywords/multiple-correlation","display_name":"multiple correlation","score":0.6959999799728394},{"id":"https://openalex.org/keywords/dry-adiabatic-lapse-rate","display_name":"dry adiabatic lapse rate","score":0.925000011920929},{"id":"https://openalex.org/keywords/radiosonde-measurements","display_name":"radiosonde measurements","score":0.968999981880188},{"id":"https://openalex.org/keywords/kolkata","display_name":"Kolkata","score":0.902999997138977}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8847955465316772},{"id":"https://openalex.org/C80316258","wikidata":"https://www.wikidata.org/wiki/Q2857578","display_name":"Thunderstorm","level":2,"score":0.667253315448761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43709760904312134},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41395437717437744},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1449207365512848},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.02804708480834961}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.7763/ijcte.2013.v5.810","doi":"https://doi.org/10.7763/ijcte.2013.v5.810","is_oa":true,"landing_page_url":"https://doi.org/10.7763/ijcte.2013.v5.810","pdf_url":"http://www.ijcte.org/papers/810-G1289.pdf","source":{"id":"https://openalex.org/S4210186493","display_name":"International Journal of Computer Theory and Engineering","issn_l":"1793-8201","issn":["1793-8201"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Theory and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.7763/ijcte.2013.v5.810","doi":"https://doi.org/10.7763/ijcte.2013.v5.810","is_oa":true,"landing_page_url":"https://doi.org/10.7763/ijcte.2013.v5.810","pdf_url":"http://www.ijcte.org/papers/810-G1289.pdf","source":{"id":"https://openalex.org/S4210186493","display_name":"International Journal of Computer Theory and Engineering","issn_l":"1793-8201","issn":["1793-8201"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Theory and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320767","display_name":"University Grants Commission","ror":"https://ror.org/04p800546"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2334316632.pdf","grobid_xml":"https://content.openalex.org/works/W2334316632.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W606054057","https://openalex.org/W1587820824","https://openalex.org/W1603808762","https://openalex.org/W1637563300","https://openalex.org/W1974902023","https://openalex.org/W1975768603","https://openalex.org/W2019553454","https://openalex.org/W2030112340","https://openalex.org/W2044523229","https://openalex.org/W2062078347","https://openalex.org/W2065248458","https://openalex.org/W2069323236","https://openalex.org/W2101449633","https://openalex.org/W2113405802","https://openalex.org/W2120786239","https://openalex.org/W2333252900","https://openalex.org/W2575791319","https://openalex.org/W2766039569","https://openalex.org/W2798779827","https://openalex.org/W2888417218"],"related_works":["https://openalex.org/W2107935954","https://openalex.org/W4385249842","https://openalex.org/W2122190498","https://openalex.org/W4409105916","https://openalex.org/W1984261549","https://openalex.org/W2148667143","https://openalex.org/W2088093020","https://openalex.org/W3089753187","https://openalex.org/W3002878312","https://openalex.org/W7221039347"],"abstract_inverted_index":{"Thunderstorm":[0],"forecasting":[1,137],"is":[2,91,122,167],"a":[3,114],"challenging":[4],"job.Machine":[5],"learning":[6,25],"techniques":[7],"are":[8,56,72],"being":[9],"applied":[10],"nowadays":[11],"in":[12,51,65,88,173],"meteorological":[13],"fields":[14],"for":[15,146,154,179],"prediction":[16,132],"purpose.This":[17],"study":[18],"presents":[19],"the":[20,61,66,85,105,170,176,180],"application":[21],"of":[22,84,109],"different":[23,81],"machine":[24],"tools":[26],"based":[27,160],"on":[28],"multiple":[29],"correlation,":[30],"Multi-layer":[31],"Perceptron":[32],"(MLP),":[33],"K-nearest":[34],"neighbor":[35],"(K-nn)":[36],"method,":[37],"and":[38,58,75,150],"modified":[39,158,164],"K-nn":[40,120,159,165],"method":[41,121,166,172],"to":[42,92,101,124,143,152],"predict":[43],"seasonal":[44],"severe":[45],"thunderstorms":[46],"associated":[47],"with":[48,60,130,175],"squall":[49],"occurring":[50],"Kolkata,":[52],"North-East":[53],"India.The":[54],"models":[55],"trained":[57],"tested":[59],"radiosonde":[62],"data":[63],"recorded":[64],"early":[67],"morning":[68],"at":[69,80],"00:00UTC.The":[70],"predictors":[71],"moisture":[73],"difference":[74],"dry":[76],"adiabatic":[77],"lapse":[78],"rate":[79],"geopotential":[82],"heights":[83],"atmosphere.Our":[86],"aim":[87],"this":[89,162],"paper":[90],"find":[93],"how":[94],"much":[95],"correctly":[96,141],"one":[97],"can":[98,138],"nowcast":[99],"10":[100],"14":[102],"hours":[103],"before":[104],"'occurrence'/":[106],"'no":[107],"occurrence'":[108],"evening":[110],"squall-storms":[111],"by":[112],"using":[113,157],"few":[115],"upper":[116],"air":[117],"diagnostic":[118],"predictors.Modified":[119],"found":[123],"yield":[125],"very":[126],"promising":[127],"prognostic":[128],"information":[129],"high":[131],"accuracy.The":[133],"results":[134],"indicate":[135],"that":[136],"be":[139],"done":[140],"up":[142,151],"82.02%":[144],"both":[145],"'squall-storm/no":[147],"storm'":[148],"events,":[149],"91.11%":[153],"'squall-storm'":[155],"events":[156],"approach.In":[161],"article,":[163],"proved":[168],"as":[169],"best":[171],"comparison":[174],"other":[177],"methods":[178],"squall-storm":[181],"prediction.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}