{"id":"https://openalex.org/W1586835196","doi":"https://doi.org/10.1007/3-540-45813-1_32","title":"Variable Consistency Monotonic Decision Trees","display_name":"Variable Consistency Monotonic Decision Trees","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1586835196","doi":"https://doi.org/10.1007/3-540-45813-1_32","mag":"1586835196"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-45813-1_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45813-1_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5068007971","display_name":"Silvio Giove","orcid":"https://orcid.org/0000-0003-2951-5350"},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvio Giove","raw_affiliation_strings":["Department of Applied Mathematics, University Ca\u2019 Foscari of Venice, Dorsoduro n. 3825/E, 30125, Venice, Italy","University Ca\u2019 Foscari of Venice"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Mathematics, University Ca\u2019 Foscari of Venice, Dorsoduro n. 3825/E, 30125, Venice, Italy","institution_ids":["https://openalex.org/I149461666"]},{"raw_affiliation_string":"University Ca\u2019 Foscari of Venice","institution_ids":["https://openalex.org/I149461666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082031795","display_name":"Salvatore Greco","orcid":"https://orcid.org/0000-0001-8293-8227"},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Greco","raw_affiliation_strings":["Faculty of Economics, University of Catania, Corso Italia, 55, 95129, Catania, Italy","University of Catania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Catania, Corso Italia, 55, 95129, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"University of Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046901170","display_name":"Benedetto Matarazzo","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Benedetto Matarazzo","raw_affiliation_strings":["Faculty of Economics, University of Catania, Corso Italia, 55, 95129, Catania, Italy","University of Catania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Economics, University of Catania, Corso Italia, 55, 95129, Catania, Italy","institution_ids":["https://openalex.org/I39063666"]},{"raw_affiliation_string":"University of Catania","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070170207","display_name":"Roman S\u0142owi\u0144ski","orcid":"https://orcid.org/0000-0002-5200-7795"},"institutions":[{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Roman S\u0142owi\u0144ski","raw_affiliation_strings":["Institute of Computing Science, Poznan University of Technology, Piotrowo 3a, 60-965, Poznan, Poland","Poznan University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Science, Poznan University of Technology, Piotrowo 3a, 60-965, Poznan, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Poznan University of Technology","institution_ids":["https://openalex.org/I46597724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14425587,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"247","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9799000024795532,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6387336254119873},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5983825325965881},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.5873082876205444},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.5409020781517029},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.49916863441467285},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.48653045296669006},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4623628258705139},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46105921268463135},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.45724061131477356},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35799264907836914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3474121689796448},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.33401745557785034},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.31705138087272644},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2172664999961853}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6387336254119873},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5983825325965881},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.5873082876205444},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.5409020781517029},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.49916863441467285},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.48653045296669006},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4623628258705139},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46105921268463135},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.45724061131477356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35799264907836914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3474121689796448},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33401745557785034},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.31705138087272644},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2172664999961853},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/3-540-45813-1_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-45813-1_32","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:iris.unive.it:10278/3803","is_oa":false,"landing_page_url":"http://hdl.handle.net/10278/3803","pdf_url":null,"source":{"id":"https://openalex.org/S4306402336","display_name":"ARCA (Universit\u00e0 Ca' Foscari Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149461666","host_organization_name":"Ca' Foscari University of Venice","host_organization_lineage":["https://openalex.org/I149461666"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"},{"id":"pmh:oai:iris.unive.it:10278/6568","is_oa":false,"landing_page_url":"http://hdl.handle.net/10278/6568","pdf_url":null,"source":{"id":"https://openalex.org/S4306402336","display_name":"ARCA (Universit\u00e0 Ca' Foscari Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149461666","host_organization_name":"Ca' Foscari University of Venice","host_organization_lineage":["https://openalex.org/I149461666"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"mag:1586835196","is_oa":false,"landing_page_url":"https://iris.unive.it/handle/10278/6568","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W1785697160","https://openalex.org/W2031391348","https://openalex.org/W2112468092"],"related_works":["https://openalex.org/W2761004922","https://openalex.org/W2398374410","https://openalex.org/W2392231808","https://openalex.org/W2241765874","https://openalex.org/W7777689","https://openalex.org/W2895743780","https://openalex.org/W2018710238","https://openalex.org/W2152788100","https://openalex.org/W3153605145","https://openalex.org/W2566069641","https://openalex.org/W2056628165","https://openalex.org/W2291197768","https://openalex.org/W2042698149","https://openalex.org/W2069760034","https://openalex.org/W2374799375","https://openalex.org/W2150137101","https://openalex.org/W2362158725","https://openalex.org/W1237536052","https://openalex.org/W2762449220","https://openalex.org/W2759065056"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}
