{"id":"https://openalex.org/W4403447622","doi":"https://doi.org/10.1109/acit62333.2024.10712534","title":"Machine Learning Algorithms Application for Fixed-Income Market Analysis: Cross Countries Comparisons","display_name":"Machine Learning Algorithms Application for Fixed-Income Market Analysis: Cross Countries Comparisons","publication_year":2024,"publication_date":"2024-09-19","ids":{"openalex":"https://openalex.org/W4403447622","doi":"https://doi.org/10.1109/acit62333.2024.10712534"},"language":"en","primary_location":{"id":"doi:10.1109/acit62333.2024.10712534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62333.2024.10712534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th International Conference on Advanced Computer Information Technologies (ACIT)","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/A5102334439","display_name":"Natalia Chernova","orcid":null},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Natalia Chernova","raw_affiliation_strings":["National Technical University «Kharkiv Polytechnic Institute»,Department of Software Engineering and Management Intelligent Technologies,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University «Kharkiv Polytechnic Institute»,Department of Software Engineering and Management Intelligent Technologies,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079502895","display_name":"Olena Serhiienko","orcid":"https://orcid.org/0000-0002-9796-9218"},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Serhiienko","raw_affiliation_strings":["National Technical University «Kharkiv Polytechnic Institute»,Business, Trade and Logistics Department,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University «Kharkiv Polytechnic Institute»,Business, Trade and Logistics Department,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091757551","display_name":"Maryna Mashchenko","orcid":"https://orcid.org/0000-0002-8863-6040"},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maryna Mashchenko","raw_affiliation_strings":["National Technical University «Kharkiv Polytechnic Institute»,Business, Trade and Logistics Department,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University «Kharkiv Polytechnic Institute»,Business, Trade and Logistics Department,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036149867","display_name":"Iryna Lisna","orcid":"https://orcid.org/0000-0002-4083-9412"},"institutions":[{"id":"https://openalex.org/I67256668","display_name":"National Technical University \"Kharkiv Polytechnic Institute\"","ror":"https://ror.org/00yp5c433","country_code":"UA","type":"education","lineage":["https://openalex.org/I67256668"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Lisna","raw_affiliation_strings":["National Technical University «Kharkiv Polytechnic Institute»,Business, Trade and Logistics Department,Kharkiv,Ukraine"],"affiliations":[{"raw_affiliation_string":"National Technical University «Kharkiv Polytechnic Institute»,Business, Trade and Logistics Department,Kharkiv,Ukraine","institution_ids":["https://openalex.org/I67256668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010809139","display_name":"Olha Haponenko","orcid":"https://orcid.org/0000-0003-4672-3311"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Olha Haponenko","raw_affiliation_strings":["University of Southampton,Business School,Southampton,United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Southampton,Business School,Southampton,United Kingdom","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5102334439"],"corresponding_institution_ids":["https://openalex.org/I67256668"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36867536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"99","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12667","display_name":"Economic and Technological Developments in Russia","score":0.24819999933242798,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12667","display_name":"Economic and Technological Developments in Russia","score":0.24819999933242798,"subfield":{"id":"https://openalex.org/subfields/3303","display_name":"Development"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13498","display_name":"Economic Development and Digital Transformation","score":0.21619999408721924,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and 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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.624714195728302},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3594629466533661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34668970108032227},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3240964710712433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.624714195728302},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3594629466533661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34668970108032227},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3240964710712433}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit62333.2024.10712534","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit62333.2024.10712534","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 14th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1988032462","https://openalex.org/W2048239613","https://openalex.org/W2077252204","https://openalex.org/W2482978921","https://openalex.org/W2924731722","https://openalex.org/W3017796761","https://openalex.org/W4281850289","https://openalex.org/W4292177821","https://openalex.org/W6678914141","https://openalex.org/W6730510780","https://openalex.org/W6989658184"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"The":[0,26,67],"research":[1],"aim":[2],"is":[3],"to":[4,21,52,58,73],"distinguish":[5],"the":[6,42,75,112,137],"global":[7,43],"fixed":[8,34],"income":[9,35],"market":[10,36,106],"structure":[11,107,142],"and":[12,55,141],"dynamics":[13],"basing":[14,133],"on":[15,62,100,134],"such":[16],"core":[17,39],"indicator":[18],"as":[19,47],"yields":[20,81],"maturity":[22],"of":[23,38,65,80,87,122],"government":[24,85],"bonds.":[25],"processes":[27,61],"taken":[28],"part":[29],"within":[30],"or":[31],"linked":[32],"with":[33],"are":[37],"importance":[40],"for":[41,83,117],"world":[44,84],"economic":[45],"system":[46],"a":[48],"whole,":[49],"thus":[50],"have":[51,70,143],"be":[53],"analyzed":[54,110],"researched":[56,119],"constantly":[57],"ensure":[59],"decision-making":[60],"all":[63],"levels":[64],"hierarchy.":[66],"following":[68],"tasks":[69],"been":[71,91,97,109,125,144],"implemented":[72],"achieve":[74],"aim:":[76],"initial":[77,93],"observation":[78],"set":[79,121],"data":[82],"bonds":[86],"different":[88],"maturities":[89],"has":[90,96,108,124],"formed;":[92],"dataset":[94],"dimension":[95],"reduced":[98],"based":[99],"principal":[101],"components":[102],"analysis":[103],"technique;":[104],"fixed-income":[105],"in":[111,130],"obtained":[113],"three-dimensional":[114],"level-slope-curvature":[115],"space":[116,132],"each":[118],"country;":[120],"countries":[123],"classified":[126],"onto":[127],"homogenous":[128],"groups":[129],"multi-dimensional":[131],"k-means":[135],"algorithm;":[136],"resulting":[138],"groupings":[139],"composition":[140],"analyzed.":[145]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}