{"id":"https://openalex.org/W3120428898","doi":"https://doi.org/10.1142/s0218213021500020","title":"A Novel Machine Learning Model to Predict the Staying Time of International Migrants","display_name":"A Novel Machine Learning Model to Predict the Staying Time of International Migrants","publication_year":2021,"publication_date":"2021-01-06","ids":{"openalex":"https://openalex.org/W3120428898","doi":"https://doi.org/10.1142/s0218213021500020","mag":"3120428898"},"language":"en","primary_location":{"id":"doi:10.1142/s0218213021500020","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213021500020","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-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/A5053638739","display_name":"Prashant Kumar Shukla","orcid":"https://orcid.org/0000-0002-3092-2415"},"institutions":[{"id":"https://openalex.org/I196622127","display_name":"Rajiv Gandhi Technical University","ror":"https://ror.org/03xmje391","country_code":"IN","type":"education","lineage":["https://openalex.org/I196622127"]},{"id":"https://openalex.org/I3130958653","display_name":"Jagran Lakecity University","ror":"https://ror.org/048zea267","country_code":"IN","type":"education","lineage":["https://openalex.org/I3130958653"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Prashant Kumar Shukla","raw_affiliation_strings":["Department of Computer Science and Engineering, School of Engineering & Technology, Jagran Lake City University (JLU), Bhopal, (M.P.), India","Department of Computer Science and Engineering, University Institute of Technology, RGPV, Bhopal, (M.P.), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, School of Engineering & Technology, Jagran Lake City University (JLU), Bhopal, (M.P.), India","institution_ids":["https://openalex.org/I3130958653"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University Institute of Technology, RGPV, Bhopal, (M.P.), India","institution_ids":["https://openalex.org/I196622127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057868351","display_name":"Piyush Kumar Shukla","orcid":"https://orcid.org/0000-0002-3715-3882"},"institutions":[{"id":"https://openalex.org/I196622127","display_name":"Rajiv Gandhi Technical University","ror":"https://ror.org/03xmje391","country_code":"IN","type":"education","lineage":["https://openalex.org/I196622127"]},{"id":"https://openalex.org/I3130958653","display_name":"Jagran Lakecity University","ror":"https://ror.org/048zea267","country_code":"IN","type":"education","lineage":["https://openalex.org/I3130958653"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Piyush Kumar Shukla","raw_affiliation_strings":["Department of Computer Science and Engineering, School of Engineering & Technology, Jagran Lake City University (JLU), Bhopal, (M.P.), India","Department of Computer Science and Engineering, University Institute of Technology, RGPV, Bhopal, (M.P.), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, School of Engineering & Technology, Jagran Lake City University (JLU), Bhopal, (M.P.), India","institution_ids":["https://openalex.org/I3130958653"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University Institute of Technology, RGPV, Bhopal, (M.P.), India","institution_ids":["https://openalex.org/I196622127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031991861","display_name":"Mukta Bhatele","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mukta Bhatele","raw_affiliation_strings":["Oriental Institute of Science & Technology, Jabalpur, M.P., India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oriental Institute of Science & Technology, Jabalpur, M.P., India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016726252","display_name":"Anoop Chaturvedi","orcid":"https://orcid.org/0000-0002-7322-3331"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anoop Kumar Chaturvedi","raw_affiliation_strings":["Computer Science & Engineering, Lakshmi Narain College of Technology, Bhopal, Madhya Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Lakshmi Narain College of Technology, Bhopal, Madhya Pradesh, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084867618","display_name":"Poonam Sharma","orcid":"https://orcid.org/0000-0003-0766-5171"},"institutions":[{"id":"https://openalex.org/I167153416","display_name":"Visvesvaraya National Institute of Technology","ror":"https://ror.org/02zrtpp84","country_code":"IN","type":"education","lineage":["https://openalex.org/I167153416"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Poonam Sharma","raw_affiliation_strings":["Department of Computer Science & Engineering, Visvesvaraya National Institute of Technology, Nagpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Visvesvaraya National Institute of Technology, Nagpur, India","institution_ids":["https://openalex.org/I167153416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110340616","display_name":"M. A. Rizvi","orcid":"https://orcid.org/0000-0002-8023-7491"},"institutions":[{"id":"https://openalex.org/I4210094264","display_name":"National Institute of Technical Teachers\u2019 Training and Research","ror":"https://ror.org/00k8f0f41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094264"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Murtaza Abbas Rizvi","raw_affiliation_strings":["Department of Computer Engineering & Application, NITTTR, Bhopal, (M.P.), India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering & Application, NITTTR, Bhopal, (M.P.), India","institution_ids":["https://openalex.org/I4210094264"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016524668","display_name":"Yadunath Pathak","orcid":"https://orcid.org/0000-0002-4062-7858"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Yadunath Pathak","raw_affiliation_strings":["Department of Information Technology, Indian Institute of Information Technology, Bhopal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Indian Institute of Information Technology, Bhopal, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5016524668"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":null,"apc_paid":null,"fwci":6.4359,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.9707256,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"30","issue":"02","first_page":"2150002","last_page":"2150002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9164000153541565,"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"}},"topics":[{"id":"https://openalex.org/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9164000153541565,"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"}},{"id":"https://openalex.org/T10349","display_name":"Migration and Labor Dynamics","score":0.9047999978065491,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.798477053642273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7159740924835205},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7091884613037109},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6564421057701111},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6549992561340332},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.539695680141449},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5343407988548279},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.330280065536499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.798477053642273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7159740924835205},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7091884613037109},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6564421057701111},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6549992561340332},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.539695680141449},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5343407988548279},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.330280065536499},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218213021500020","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218213021500020","pdf_url":null,"source":{"id":"https://openalex.org/S178780388","display_name":"International Journal of Artificial Intelligence Tools","issn_l":"0218-2130","issn":["0218-2130","1793-6349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Artificial Intelligence Tools","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.8100000023841858,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4255837520","https://openalex.org/W2090763504","https://openalex.org/W2387011115","https://openalex.org/W148178222","https://openalex.org/W1948992892","https://openalex.org/W2104657898","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W4255628145","https://openalex.org/W2382043075"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,43],"novel":[4],"machine":[5,20,51,92],"learning":[6,21,93],"model":[7,53],"is":[8,54],"proposed":[9,55,87],"to":[10,27,56,74],"predict":[11,28,57,75],"the":[12,29,58,70,76,86,90],"staying":[13,30,59,77],"time":[14,31,60,78],"of":[15,32,61,79,97],"international":[16,33,62,71,80],"migrants.":[17,63,81],"The":[18],"competitive":[19],"approaches":[22,94],"which":[23],"can":[24],"be":[25],"used":[26],"migrants":[34,72],"suffer":[35],"from":[36],"hyper-attributes":[37],"tuning":[38],"and":[39,101],"over-fitting":[40],"issues.":[41],"Therefore,":[42],"particle":[44],"swarm":[45],"optimization":[46],"(PSO)":[47],"based":[48],"support":[49],"vector":[50],"(SVM)":[52],"Extensive":[64],"experiments":[65],"are":[66],"performed":[67],"by":[68],"considering":[69],"dataset":[73],"Experimental":[82],"results":[83],"illustrate":[84],"that":[85],"approach":[88],"outperforms":[89],"existing":[91],"in":[95],"terms":[96],"f-measure,":[98],"accuracy,":[99],"specificity,":[100],"sensitivity.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":28}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}