{"id":"https://openalex.org/W4200517497","doi":"https://doi.org/10.1109/csit52700.2021.9648685","title":"The Development of a Forecasting Model for the Situation Based on Space Images","display_name":"The Development of a Forecasting Model for the Situation Based on Space Images","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W4200517497","doi":"https://doi.org/10.1109/csit52700.2021.9648685"},"language":"en","primary_location":{"id":"doi:10.1109/csit52700.2021.9648685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit52700.2021.9648685","pdf_url":null,"source":{"id":"https://openalex.org/S4363608067","display_name":"2021 IEEE 16th 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":"2021 IEEE 16th 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/A5085451274","display_name":"\u0406\u0433\u043e\u0440 \u0420\u0443\u0431\u0430\u043d","orcid":"https://orcid.org/0000-0002-4738-3286"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Igor Ruban","raw_affiliation_strings":["Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044977098","display_name":"Hennadii Khudov","orcid":"https://orcid.org/0000-0002-3311-2848"},"institutions":[{"id":"https://openalex.org/I4210092241","display_name":"Ivan Kozhedub Kharkiv National Air Force University","ror":"https://ror.org/00gyn5p04","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210092241"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Hennadii Khudov","raw_affiliation_strings":["Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210092241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032480323","display_name":"Oleksandr Makoveichuk","orcid":"https://orcid.org/0000-0003-4425-016X"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksandr Makoveichuk","raw_affiliation_strings":["Kharkiv National University of Radio Electronics, Lviv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics, Lviv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012627466","display_name":"Irina Khizhnyak","orcid":"https://orcid.org/0000-0003-3431-7631"},"institutions":[{"id":"https://openalex.org/I4210092241","display_name":"Ivan Kozhedub Kharkiv National Air Force University","ror":"https://ror.org/00gyn5p04","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210092241"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Irina Khizhnyak","raw_affiliation_strings":["Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210092241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033724329","display_name":"Vladyslav Khudov","orcid":"https://orcid.org/0000-0002-9863-4743"},"institutions":[{"id":"https://openalex.org/I107158390","display_name":"Kharkiv National University of Radio Electronics","ror":"https://ror.org/01ctj1b90","country_code":"UA","type":"education","lineage":["https://openalex.org/I107158390"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Vladyslav Khudov","raw_affiliation_strings":["Kharkiv National University of Radio Electronics, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Kharkiv National University of Radio Electronics, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I107158390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034639573","display_name":"Volodymyr \u041c\u0430liuha","orcid":"https://orcid.org/0000-0001-6227-1269"},"institutions":[{"id":"https://openalex.org/I4210092241","display_name":"Ivan Kozhedub Kharkiv National Air Force University","ror":"https://ror.org/00gyn5p04","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210092241"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Maliuha","raw_affiliation_strings":["Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210092241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085627024","display_name":"Iryna Yuzova","orcid":"https://orcid.org/0000-0002-0013-5808"},"institutions":[{"id":"https://openalex.org/I4210092241","display_name":"Ivan Kozhedub Kharkiv National Air Force University","ror":"https://ror.org/00gyn5p04","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210092241"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Yuzova","raw_affiliation_strings":["Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210092241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043339693","display_name":"Oleksii Serdiuk","orcid":"https://orcid.org/0000-0003-3600-0611"},"institutions":[{"id":"https://openalex.org/I4210092241","display_name":"Ivan Kozhedub Kharkiv National Air Force University","ror":"https://ror.org/00gyn5p04","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210092241"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oleksii Serdiuk","raw_affiliation_strings":["Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Ivan Kozhedub Kharkiv National Air Force University, Kharkiv, Ukraine","institution_ids":["https://openalex.org/I4210092241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5085451274"],"corresponding_institution_ids":["https://openalex.org/I107158390"],"apc_list":null,"apc_paid":null,"fwci":5.5762,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97663971,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":null,"first_page":"361","last_page":"365"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13432","display_name":"Environmental Sustainability and Technology","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.9553999900817871,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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/T12667","display_name":"Economic and Technological Developments in Russia","score":0.9474999904632568,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6658424735069275},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.596424400806427},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5192699432373047},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.46457868814468384},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.45445704460144043},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43959933519363403},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4393061399459839},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4248031973838806},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4131658971309662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3861865997314453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3257123827934265},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15725859999656677}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6658424735069275},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.596424400806427},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5192699432373047},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.46457868814468384},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.45445704460144043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43959933519363403},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4393061399459839},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4248031973838806},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4131658971309662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3861865997314453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3257123827934265},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15725859999656677},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit52700.2021.9648685","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit52700.2021.9648685","pdf_url":null,"source":{"id":"https://openalex.org/S4363608067","display_name":"2021 IEEE 16th 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":"2021 IEEE 16th International Conference on Computer Sciences and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1972677429","https://openalex.org/W2048395053","https://openalex.org/W2072034036","https://openalex.org/W2156206597","https://openalex.org/W2811507150","https://openalex.org/W3003870808","https://openalex.org/W3013354416","https://openalex.org/W3015507425","https://openalex.org/W3023830203","https://openalex.org/W3038543597","https://openalex.org/W3141239309","https://openalex.org/W4229539396","https://openalex.org/W4252386822","https://openalex.org/W6665272994"],"related_works":["https://openalex.org/W2009565281","https://openalex.org/W2150798635","https://openalex.org/W2058844775","https://openalex.org/W2080650820","https://openalex.org/W2389227131","https://openalex.org/W1964982224","https://openalex.org/W2354329565","https://openalex.org/W2119313249","https://openalex.org/W126601891","https://openalex.org/W4213225422"],"abstract_inverted_index":{"It":[0,49],"is":[1,27,50,69,94],"proposed":[2],"the":[3,7,17,40,59,76,81,84,88],"forecasting":[4,24,39],"model":[5,37],"for":[6,23,38,66],"situation":[8,41],"in":[9],"space":[10],"image":[11],"processing":[12],"systems.":[13],"The":[14,36],"analysis":[15],"of":[16,62,64,80,83,90],"currently":[18],"existing":[19],"methods":[20],"and":[21,32,78,86],"models":[22],"time":[25],"series":[26],"carried":[28],"out,":[29],"their":[30],"advantages":[31],"disadvantages":[33],"are":[34],"revealed.":[35],"based":[42],"on":[43,87],"satellite":[44],"images":[45],"has":[46],"been":[47],"improved.":[48],"an":[51],"adaptive":[52],"sampling":[53],"model.":[54],"As":[55,71],"a":[56,72],"selection":[57],"criterion,":[58],"minimum":[60],"sum":[61],"squares":[63],"deviations":[65],"previous":[67],"forecasts":[68],"used.":[70],"result,":[73],"it":[74,93],"ensures":[75],"reliability":[77],"accuracy":[79],"forecast":[82,92],"situation,":[85],"basis":[89],"this":[91],"possible":[95],"to":[96],"make":[97],"effective":[98],"decisions.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}