{"id":"https://openalex.org/W3096977755","doi":"https://doi.org/10.1007/978-3-030-61656-4_6","title":"The Issue of Efficient Generation of Generalized Features in Algorithmic Classification Tree Methods","display_name":"The Issue of Efficient Generation of Generalized Features in Algorithmic Classification Tree Methods","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3096977755","doi":"https://doi.org/10.1007/978-3-030-61656-4_6","mag":"3096977755"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61656-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5071341311","display_name":"Igor Povkhan","orcid":"https://orcid.org/0000-0002-1681-3466"},"institutions":[{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Igor Povkhan","raw_affiliation_strings":["Uzhhorod National University, Uzhgorod, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-1681-3466","affiliations":[{"raw_affiliation_string":"Uzhhorod National University, Uzhgorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009906453","display_name":"Maksym Lupei","orcid":"https://orcid.org/0000-0003-3440-3919"},"institutions":[{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Maksym Lupei","raw_affiliation_strings":["Uzhhorod National University, Uzhgorod, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-3440-3919","affiliations":[{"raw_affiliation_string":"Uzhhorod National University, Uzhgorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047120622","display_name":"Mykhailo Kliap","orcid":"https://orcid.org/0000-0003-1933-6148"},"institutions":[{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Mykhailo Kliap","raw_affiliation_strings":["Uzhhorod National University, Uzhgorod, Ukraine"],"raw_orcid":"https://orcid.org/0000-0003-1933-6148","affiliations":[{"raw_affiliation_string":"Uzhhorod National University, Uzhgorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036358860","display_name":"Vasyl Laver","orcid":"https://orcid.org/0000-0001-6627-2445"},"institutions":[{"id":"https://openalex.org/I77443782","display_name":"Uzhhorod National University","ror":"https://ror.org/01x3jjv63","country_code":"UA","type":"education","lineage":["https://openalex.org/I77443782"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Vasyl Laver","raw_affiliation_strings":["Uzhhorod National University, Uzhgorod, Ukraine"],"raw_orcid":"https://orcid.org/0000-0001-6627-2445","affiliations":[{"raw_affiliation_string":"Uzhhorod National University, Uzhgorod, Ukraine","institution_ids":["https://openalex.org/I77443782"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071341311"],"corresponding_institution_ids":["https://openalex.org/I77443782"],"apc_list":null,"apc_paid":null,"fwci":2.7337,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9123493,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T14069","display_name":"Scientific Research Methodologies and Applications","score":0.9990000128746033,"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"}},{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9869999885559082,"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/T13732","display_name":"Aerospace, Electronics, Mathematical Modeling","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/2309","display_name":"Nature and Landscape Conservation"},"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/simple","display_name":"Simple (philosophy)","score":0.7394189238548279},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7212502956390381},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.676020085811615},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.6531454920768738},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5798858404159546},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5135233998298645},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49172523617744446},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.48133572936058044},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39942634105682373},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3980172574520111},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3881962299346924},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3735474944114685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3310713768005371},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23760616779327393}],"concepts":[{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.7394189238548279},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7212502956390381},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.676020085811615},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.6531454920768738},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5798858404159546},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5135233998298645},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49172523617744446},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.48133572936058044},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39942634105682373},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3980172574520111},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3881962299346924},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3735474944114685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3310713768005371},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23760616779327393},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61656-4_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61656-4_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W132804191","https://openalex.org/W1480376833","https://openalex.org/W1520890006","https://openalex.org/W1873332500","https://openalex.org/W1925701698","https://openalex.org/W1996602546","https://openalex.org/W1996628111","https://openalex.org/W1999011285","https://openalex.org/W2024300076","https://openalex.org/W2032205722","https://openalex.org/W2060488431","https://openalex.org/W2072154218","https://openalex.org/W2101522199","https://openalex.org/W2110878112","https://openalex.org/W2146424733","https://openalex.org/W2149706766","https://openalex.org/W2160053920","https://openalex.org/W2558684797","https://openalex.org/W2618613105","https://openalex.org/W2787894218","https://openalex.org/W2954411652","https://openalex.org/W2963796975","https://openalex.org/W2975140372","https://openalex.org/W3015139045","https://openalex.org/W3145506661","https://openalex.org/W4206070770","https://openalex.org/W4235570552"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W2165950148","https://openalex.org/W4300101996","https://openalex.org/W3101625811","https://openalex.org/W2338854850","https://openalex.org/W2069464471"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}