{"id":"https://openalex.org/W2996506530","doi":"https://doi.org/10.1109/stc-csit.2019.8929742","title":"Software tool for solving inductive modelling tasks based on self-organizing combinatorial-genetic method","display_name":"Software tool for solving inductive modelling tasks based on self-organizing combinatorial-genetic method","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2996506530","doi":"https://doi.org/10.1109/stc-csit.2019.8929742","mag":"2996506530"},"language":"en","primary_location":{"id":"doi:10.1109/stc-csit.2019.8929742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2019.8929742","pdf_url":null,"source":{"id":"https://openalex.org/S4306498473","display_name":"2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)","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/A5044075136","display_name":"Olha Moroz","orcid":"https://orcid.org/0000-0002-4920-4093"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Olha Moroz","raw_affiliation_strings":["International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044075136"],"corresponding_institution_ids":["https://openalex.org/I4387930277"],"apc_list":null,"apc_paid":null,"fwci":0.1312,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52133676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"203","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9997000098228455,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9997000098228455,"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/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.7731536626815796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7358391284942627},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6909494400024414},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6273303031921387},{"id":"https://openalex.org/keywords/software-package","display_name":"Software package","score":0.5021929740905762},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46164077520370483},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.46014297008514404},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4447406828403473},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4057888090610504},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39478641748428345},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39029383659362793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37577739357948303},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14899379014968872},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13138845562934875}],"concepts":[{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.7731536626815796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358391284942627},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6909494400024414},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6273303031921387},{"id":"https://openalex.org/C3020440742","wikidata":"https://www.wikidata.org/wiki/Q1176855","display_name":"Software package","level":3,"score":0.5021929740905762},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46164077520370483},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.46014297008514404},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4447406828403473},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4057888090610504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39478641748428345},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39029383659362793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37577739357948303},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14899379014968872},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13138845562934875},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/stc-csit.2019.8929742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/stc-csit.2019.8929742","pdf_url":null,"source":{"id":"https://openalex.org/S4306498473","display_name":"2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W1553939018","https://openalex.org/W1957053378","https://openalex.org/W1965324089","https://openalex.org/W2152204644","https://openalex.org/W2770305605","https://openalex.org/W2770839727","https://openalex.org/W4252223054","https://openalex.org/W6746404259","https://openalex.org/W6834237356"],"related_works":["https://openalex.org/W2739612537","https://openalex.org/W2349174696","https://openalex.org/W2360241746","https://openalex.org/W4313041667","https://openalex.org/W2767599893","https://openalex.org/W2381572297","https://openalex.org/W3006936859","https://openalex.org/W1987040457","https://openalex.org/W2378502887","https://openalex.org/W2184492720"],"abstract_inverted_index":{"The":[0,61],"article":[1],"presents":[2],"results":[3],"of":[4,6,19,35,48,56,63,70,74],"application":[5],"the":[7,33,36,49,54,64,68,71,80,91,98,112],"software":[8,50],"package":[9,51],"based":[10],"on":[11,53],"self-organizing":[12],"combinatorial-genetic":[13],"algorithm":[14,58,93],"COMBI-GA":[15,65,116],"for":[16,40],"inductive":[17],"construction":[18],"optimal":[20],"models":[21,114],"from":[22],"observation":[23],"data":[24],"under":[25],"incomplete":[26],"information":[27],"about":[28],"an":[29],"object":[30],"and":[31,46,79,103],"investigating":[32],"capabilities":[34,47],"algorithm,":[37],"in":[38,67,88],"particular,":[39],"solving":[41],"large":[42],"dimensional":[43],"problems.":[44],"Characteristics":[45],"built":[52],"basis":[55],"this":[57],"are":[59],"considered.":[60],"analysis":[62],"effectiveness":[66],"sense":[69],"restoration":[72],"accuracy":[73],"a":[75],"given":[76],"test":[77],"model":[78],"time":[81],"to":[82],"find":[83,111],"it":[84,118],"was":[85],"carried":[86],"out":[87],"comparison":[89],"with":[90,97],"LASSO":[92],"as":[94,96],"well":[95],"sorting-out":[99],"GMDH":[100],"algorithms":[101,110],"COMBI":[102],"MULTI.":[104],"It":[105],"is":[106],"shown":[107],"that":[108],"all":[109],"correct":[113],"but":[115],"does":[117],"much":[119],"faster.":[120]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
