{"id":"https://openalex.org/W4391248772","doi":"https://doi.org/10.1109/ic3i59117.2023.10397829","title":"Intelligent Unmanned AI Detection Model for Financial Volatility in Stock Exchange","display_name":"Intelligent Unmanned AI Detection Model for Financial Volatility in Stock Exchange","publication_year":2023,"publication_date":"2023-09-14","ids":{"openalex":"https://openalex.org/W4391248772","doi":"https://doi.org/10.1109/ic3i59117.2023.10397829"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i59117.2023.10397829","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i59117.2023.10397829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","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/A5029460048","display_name":"Fayaz Ahamed","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fayaz Ahamed","raw_affiliation_strings":["College of Economics & Business Administration,Department of Business Administration,India"],"affiliations":[{"raw_affiliation_string":"College of Economics & Business Administration,Department of Business Administration,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059654093","display_name":"Sthitipragyan Biswal","orcid":"https://orcid.org/0000-0003-2286-219X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sthitipragyan Biswal","raw_affiliation_strings":["ASTHA School of Management,Department of Finance,Bhubaneswar,Odisha,India","Department of Finance, ASTHA School of Management, Bhubaneswar, Odisha, India"],"affiliations":[{"raw_affiliation_string":"ASTHA School of Management,Department of Finance,Bhubaneswar,Odisha,India","institution_ids":[]},{"raw_affiliation_string":"Department of Finance, ASTHA School of Management, Bhubaneswar, Odisha, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059249871","display_name":"Sudhansu Sekhar Nanda","orcid":"https://orcid.org/0000-0003-0974-181X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sudhansu Sekhar Nanda","raw_affiliation_strings":["Kirloskar Institute of Management,Department of Finance & Accounting,Yantrapur,Karnataka,India"],"affiliations":[{"raw_affiliation_string":"Kirloskar Institute of Management,Department of Finance & Accounting,Yantrapur,Karnataka,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021441419","display_name":"Sumit Pundir","orcid":"https://orcid.org/0000-0001-5113-3223"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sumit Pundir","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,Uttarakhand,India","Department of Computer Science and Engineering, Graphic Era Deemed to be University, Dehradun, Uttarakhand, India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,Uttarakhand,India","institution_ids":["https://openalex.org/I60054993"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Graphic Era Deemed to be University, Dehradun, Uttarakhand, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012357114","display_name":"Tushar Soubhari","orcid":"https://orcid.org/0000-0002-9581-1855"},"institutions":[{"id":"https://openalex.org/I114176345","display_name":"University of Calicut","ror":"https://ror.org/05yeh3g67","country_code":"IN","type":"education","lineage":["https://openalex.org/I114176345"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tushar Soubhari","raw_affiliation_strings":["N.S.S. College University of Calicut,Department of Commerce,Manjeri,Kerala,India","Department of Commerce, N.S.S. College University of Calicut, Manjeri, Kerala, India"],"affiliations":[{"raw_affiliation_string":"N.S.S. College University of Calicut,Department of Commerce,Manjeri,Kerala,India","institution_ids":["https://openalex.org/I114176345"]},{"raw_affiliation_string":"Department of Commerce, N.S.S. College University of Calicut, Manjeri, Kerala, India","institution_ids":["https://openalex.org/I114176345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092086995","display_name":"Saikrishna Boggavarapu","orcid":null},"institutions":[{"id":"https://openalex.org/I276309446","display_name":"University of the Cumberlands","ror":"https://ror.org/05jz3sn81","country_code":"US","type":"education","lineage":["https://openalex.org/I276309446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saikrishna Boggavarapu","raw_affiliation_strings":["University of the Cumberlands,Department of Information Technology,Prospect Heights,IIIioni,US","Department of Information Technology, University of the Cumberlands, Prospect Heights, IIIioni, US"],"affiliations":[{"raw_affiliation_string":"University of the Cumberlands,Department of Information Technology,Prospect Heights,IIIioni,US","institution_ids":["https://openalex.org/I276309446"]},{"raw_affiliation_string":"Department of Information Technology, University of the Cumberlands, Prospect Heights, IIIioni, US","institution_ids":["https://openalex.org/I276309446"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029460048"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2755,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82475433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12330","issue":null,"first_page":"1422","last_page":"1426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10047","display_name":"Financial Markets and Investment Strategies","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9789000153541565,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-exchange","display_name":"Stock exchange","score":0.6555880308151245},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.6225718259811401},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.6201047897338867},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5818735361099243},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5753487348556519},{"id":"https://openalex.org/keywords/financial-market","display_name":"Financial market","score":0.5743544101715088},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5406181216239929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.502098560333252},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.41723647713661194},{"id":"https://openalex.org/keywords/implied-volatility","display_name":"Implied volatility","score":0.4123203158378601},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.36010438203811646},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3458578884601593},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.2876255512237549},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.19759970903396606}],"concepts":[{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.6555880308151245},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.6225718259811401},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.6201047897338867},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5818735361099243},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5753487348556519},{"id":"https://openalex.org/C19244329","wikidata":"https://www.wikidata.org/wiki/Q208697","display_name":"Financial market","level":2,"score":0.5743544101715088},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5406181216239929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.502098560333252},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.41723647713661194},{"id":"https://openalex.org/C24189920","wikidata":"https://www.wikidata.org/wiki/Q1660345","display_name":"Implied volatility","level":3,"score":0.4123203158378601},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.36010438203811646},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3458578884601593},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2876255512237549},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.19759970903396606},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i59117.2023.10397829","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ic3i59117.2023.10397829","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3126879058","https://openalex.org/W3174447824","https://openalex.org/W3196796801","https://openalex.org/W4200609187","https://openalex.org/W4210528234","https://openalex.org/W4214922485","https://openalex.org/W4283833764","https://openalex.org/W4283835216","https://openalex.org/W4291291810","https://openalex.org/W4293879949","https://openalex.org/W4294647429","https://openalex.org/W4304606467","https://openalex.org/W4306812127","https://openalex.org/W4309928007","https://openalex.org/W4313490759","https://openalex.org/W4315706688","https://openalex.org/W4317725821","https://openalex.org/W4318261622","https://openalex.org/W4362705816","https://openalex.org/W6848690621"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2477036161","https://openalex.org/W2368049389","https://openalex.org/W2384861574","https://openalex.org/W4294565801","https://openalex.org/W2170801710","https://openalex.org/W2952704802","https://openalex.org/W2645942849"],"abstract_inverted_index":{"At":[0],"the":[1,4,7,17,21,33,44,52,73,80,93,128,134,168],"present":[2,41],"days,":[3],"popularity":[5],"of":[6,35,54,117,130,170],"stock":[8,74],"marketing":[9],"is":[10,15,38],"very":[11,28],"high":[12,115],"as":[13,148],"this":[14,48,56,95,172],"only":[16],"legal":[18],"platform":[19],"where":[20,88],"investor":[22],"can":[23,76],"doubling":[24],"their":[25],"investments":[26],"within":[27],"short":[29],"span.":[30],"However,":[31],"besides":[32],"chance":[34],"profitability,":[36],"there":[37],"huge":[39],"risk":[40,53],"due":[42],"to":[43,50,72,86,104,167],"extreme":[45],"volatility.":[46,189],"In":[47,84],"context,":[49],"reducing":[51,157],"financial":[55,146],"research":[57,173],"study":[58],"has":[59],"developed":[60],"a":[61,67,149],"AI":[62],"detection":[63],"model":[64,96,139],"so":[65],"that":[66,114],"predictive":[68],"future":[69],"data":[70,82,112],"related":[71],"exchange":[75],"be":[77,125,141],"obtained":[78],"through":[79],"past":[81],"train.":[83],"order":[85],"predict":[87],"prices":[89],"will":[90],"go":[91],"in":[92,127,186],"future,":[94],"uses":[97],"machine":[98,176],"learning":[99,177],"algorithms":[100,178],"and":[101,121,145,159,179],"NLP":[102],"techniques":[103],"decipher":[105],"historical":[106],"market":[107,131,188],"data.":[108],"Backtesting":[109],"on":[110],"simulated":[111],"demonstrates":[113],"levels":[116],"accuracy,":[118],"precision,":[119],"recall,":[120],"Fl":[122],"score":[123],"may":[124,140],"attained":[126],"prediction":[129],"volatility":[132],"using":[133],"proposed":[135,138],"model.":[136],"The":[137],"used":[142],"by":[143],"investors":[144],"institutions":[147],"tool":[150],"for":[151],"making":[152],"more":[153],"informed":[154],"investment":[155,162],"decisions,":[156],"risk,":[158],"identifying":[160],"untapped":[161],"opportunities.":[163],"An":[164],"important":[165],"contribution":[166],"field":[169],"finance,":[171],"shows":[174],"how":[175],"natural":[180],"language":[181],"processing":[182],"methods":[183],"show":[184],"potential":[185],"predicting":[187]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}