{"id":"https://openalex.org/W4406417714","doi":"https://doi.org/10.1109/ic3i61595.2024.10829256","title":"A Categorization and Evaluation on Industry Specific Machine Learning Models and Their Acceptability","display_name":"A Categorization and Evaluation on Industry Specific Machine Learning Models and Their Acceptability","publication_year":2024,"publication_date":"2024-09-18","ids":{"openalex":"https://openalex.org/W4406417714","doi":"https://doi.org/10.1109/ic3i61595.2024.10829256"},"language":"en","primary_location":{"id":"doi:10.1109/ic3i61595.2024.10829256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10829256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th 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/A5099021208","display_name":"Om Goel","orcid":null},"institutions":[{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]},{"id":"https://openalex.org/I4387154809","display_name":"ABES Engineering College","ror":"https://ror.org/04hp0cf98","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154809"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Om Goel","raw_affiliation_strings":["Abes Engineering College,Ghaziabad,Uttar Pradesh,India"],"affiliations":[{"raw_affiliation_string":"Abes Engineering College,Ghaziabad,Uttar Pradesh,India","institution_ids":["https://openalex.org/I166533956","https://openalex.org/I4387154809"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092396882","display_name":"Rudramani Bhutia","orcid":"https://orcid.org/0009-0009-8490-0797"},"institutions":[{"id":"https://openalex.org/I875944469","display_name":"Koneru Lakshmaiah Education Foundation","ror":"https://ror.org/02k949197","country_code":"IN","type":"education","lineage":["https://openalex.org/I875944469"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rudramani Bhutia","raw_affiliation_strings":["Koneru Lakshmaiah Education Foundation,Department of Computer Science &#x0026; Engineering,Vaddeswaram,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"Koneru Lakshmaiah Education Foundation,Department of Computer Science &#x0026; Engineering,Vaddeswaram,Andhra Pradesh,India","institution_ids":["https://openalex.org/I875944469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109574836","display_name":"S.N. Kavuri","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Swethasri Kavuri","raw_affiliation_strings":["Independent Researcher,Vijayawada,Andhra Pradesh,India"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,Vijayawada,Andhra Pradesh,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107509240","display_name":"Vishwasrao Salunkhe","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vishwasrao Salunkhe","raw_affiliation_strings":["Independent Researcher,Pune,Maharashtra,India"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,Pune,Maharashtra,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114276977","display_name":"Krishna Gangu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krishna Gangu","raw_affiliation_strings":["Independent Researcher,Hyderabad,Telangana,India"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,Hyderabad,Telangana,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108985143","display_name":"Shashwat Agrawal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shashwat Agrawal","raw_affiliation_strings":["Independent Researcher,Ghaziabad,Uttar Pradesh,India"],"affiliations":[{"raw_affiliation_string":"Independent Researcher,Ghaziabad,Uttar Pradesh,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5099021208"],"corresponding_institution_ids":["https://openalex.org/I166533956","https://openalex.org/I4387154809"],"apc_list":null,"apc_paid":null,"fwci":1.1585,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85458519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1050","last_page":"1055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/categorization","display_name":"Categorization","score":0.8301637172698975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.692634642124176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6051996946334839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5528244972229004},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3489689826965332},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3342481255531311}],"concepts":[{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.8301637172698975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.692634642124176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6051996946334839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5528244972229004},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3489689826965332},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3342481255531311}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic3i61595.2024.10829256","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ic3i61595.2024.10829256","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Contemporary Computing and Informatics (IC3I)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5299999713897705,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1964940342","https://openalex.org/W2083780116","https://openalex.org/W2153039919","https://openalex.org/W2159544029","https://openalex.org/W2216946510","https://openalex.org/W2593814634","https://openalex.org/W2970351491","https://openalex.org/W3121177474","https://openalex.org/W3121735688","https://openalex.org/W3170219029","https://openalex.org/W3203072121","https://openalex.org/W4205399886","https://openalex.org/W4220856423","https://openalex.org/W4229005186","https://openalex.org/W4255659084","https://openalex.org/W4256613398","https://openalex.org/W4285269727","https://openalex.org/W4285815530","https://openalex.org/W4292337110","https://openalex.org/W4382468148","https://openalex.org/W4385080377","https://openalex.org/W6922480057"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474"],"abstract_inverted_index":{"Machine":[0],"learning":[1,27,159,197,213],"(ML)":[2],"is":[3,8],"a":[4,20,34,84,113],"powerful":[5],"technology":[6],"that":[7],"revolutionizing":[9],"several":[10,184],"industries,":[11],"including":[12,48],"medicine,":[13],"finance,":[14,83],"and":[15,23,40,52,66,77,91,112,151,166,180,199,209],"transportation.":[16],"This":[17,106,154],"research":[18],"offers":[19],"thorough":[21],"examination":[22],"assessment":[24],"of":[25,82,86,118,170,194,211],"machine":[26,158,196,212],"methods":[28],"used":[29,162],"in":[30,42,59,102,115,135,183],"various":[31,195],"fields,":[32],"with":[33],"special":[35],"emphasis":[36],"on":[37,176,191],"their":[38,200],"effectiveness":[39,193],"versatility":[41],"tackling":[43],"industry-specific":[44],"obstacles.":[45],"ML":[46],"models":[47,101,148,198],"XGBoost,":[49],"Random":[50,92],"Forest,":[51],"Gradient":[53],"Boosting":[54],"have":[55],"shown":[56],"outstanding":[57],"performance":[58],"healthcare":[60],"by":[61],"accurately":[62],"predicting":[63],"cardiovascular":[64],"illnesses":[65],"diabetes.":[67],"Among":[68],"these":[69],"models,":[70],"XGBoost":[71,90],"has":[72,127],"achieved":[73],"the":[74,80,116,131,136,168,172,192],"greatest":[75],"accuracy":[76,152,182],"recall.":[78],"Within":[79],"realm":[81],"combination":[85],"algorithms":[87],"such":[88],"as":[89,130],"Forest":[93],"proved":[94],"to":[95,163,202],"be":[96,161],"more":[97],"effective":[98],"than":[99],"conventional":[100],"detecting":[103],"fraudulent":[104],"activities.":[105],"ensemble":[107],"method":[108],"demonstrated":[109],"increased":[110],"precision":[111],"decline":[114],"frequency":[117],"false":[119],"positives.":[120],"The":[121,186],"Temporal":[122],"Graph":[123],"Convolutional":[124],"Network":[125],"(T-GCN)":[126],"been":[128],"identified":[129],"most":[132],"efficient":[133],"model":[134,174],"transportation":[137],"industry":[138],"for":[139],"forecasting":[140],"Norwegian":[141],"air":[142],"passenger":[143],"traffic.":[144],"It":[145],"surpasses":[146],"other":[147],"concerning":[149],"error":[150],"metrics.":[153],"work":[155],"demonstrates":[156],"how":[157],"may":[160],"enhance":[164],"decision-making":[165],"highlights":[167],"importance":[169],"selecting":[171],"right":[173],"depending":[175],"application":[177],"needs,":[178],"efficiency,":[179],"prediction":[181],"industries.":[185],"findings":[187],"provide":[188],"helpful":[189],"information":[190],"applicability":[201],"actual":[203],"situations,":[204],"therefore":[205],"facilitating":[206],"future":[207],"progress":[208],"utilization":[210],"technology.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
