{"id":"https://openalex.org/W2003917397","doi":"https://doi.org/10.1109/grc.2014.6982798","title":"Minimization of decision tree depth for multi-label decision tables","display_name":"Minimization of decision tree depth for multi-label decision tables","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2003917397","doi":"https://doi.org/10.1109/grc.2014.6982798","mag":"2003917397"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2014.6982798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2014.6982798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Granular Computing (GrC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004783243","display_name":"Mohammad Azad","orcid":"https://orcid.org/0000-0001-9851-1420"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammad Azad","raw_affiliation_strings":["Computer Electrical & Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","[Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Electrical & Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"[Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.]","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009085292","display_name":"Mikhail Moshkov","orcid":"https://orcid.org/0000-0003-0085-9483"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mikhail Moshkov","raw_affiliation_strings":["Computer Electrical & Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","[Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Electrical & Mathematical Sciences & Engineering Division, King Abdullah University of Science and Technology, Thuwal, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]},{"raw_affiliation_string":"[Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia.]","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":0.4135,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57579279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"7","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11550","display_name":"Text and Document Classification Technologies","score":0.9995999932289124,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9995999932289124,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9986000061035156,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9939000010490417,"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":0.7409884333610535},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.642341136932373},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.634692370891571},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.6170169711112976},{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.6162107586860657},{"id":"https://openalex.org/keywords/optimal-decision","display_name":"Optimal decision","score":0.609304666519165},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5974826812744141},{"id":"https://openalex.org/keywords/decision-table","display_name":"Decision table","score":0.5448151230812073},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5075003504753113},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4957059621810913},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.45692679286003113},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.44327208399772644},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44213423132896423},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4120374917984009},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2983100712299347},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2973535656929016},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07824796438217163}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7409884333610535},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.642341136932373},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.634692370891571},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.6170169711112976},{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.6162107586860657},{"id":"https://openalex.org/C150325174","wikidata":"https://www.wikidata.org/wiki/Q4335500","display_name":"Optimal decision","level":3,"score":0.609304666519165},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5974826812744141},{"id":"https://openalex.org/C172967692","wikidata":"https://www.wikidata.org/wiki/Q747762","display_name":"Decision table","level":3,"score":0.5448151230812073},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5075003504753113},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4957059621810913},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.45692679286003113},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.44327208399772644},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44213423132896423},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4120374917984009},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2983100712299347},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2973535656929016},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07824796438217163},{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/grc.2014.6982798","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2014.6982798","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Granular Computing (GrC)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/565000","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/565000","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W55768394","https://openalex.org/W1565746575","https://openalex.org/W1753402186","https://openalex.org/W2027266161","https://openalex.org/W2146111596","https://openalex.org/W2408020662","https://openalex.org/W2499258091","https://openalex.org/W3120740533","https://openalex.org/W4251481993","https://openalex.org/W6633774736","https://openalex.org/W6637877409","https://openalex.org/W6714203584"],"related_works":["https://openalex.org/W2811372817","https://openalex.org/W2030894524","https://openalex.org/W2120748120","https://openalex.org/W1648970942","https://openalex.org/W2188355725","https://openalex.org/W2592385415","https://openalex.org/W2348694184","https://openalex.org/W2545418239","https://openalex.org/W2362185709","https://openalex.org/W2372931108"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,51,65,76],"consider":[4],"multi-label":[5],"decision":[6,24,35,49,96],"tables":[7],"that":[8],"have":[9],"a":[10],"set":[11,27],"of":[12,28,47,55,93,95],"decisions":[13,29],"attached":[14],"to":[15,21,43,86],"each":[16,31],"row.":[17],"Our":[18],"goal":[19],"is":[20],"find":[22],"one":[23],"from":[25,72],"the":[26,45,48,68,87,91],"for":[30,90],"row":[32],"by":[33],"using":[34],"tree":[36],"as":[37,58,60],"our":[38,41],"tool.":[39],"Considering":[40],"target":[42],"minimize":[44],"depth":[46,94],"tree,":[50],"devised":[52],"various":[53],"kinds":[54],"greedy":[56,79],"algorithms":[57,80],"well":[59],"dynamic":[61,73],"programming":[62,74],"algorithm.":[63],"When":[64],"compare":[66],"with":[67],"optimal":[69,88],"result":[70,89],"obtained":[71],"algorithm,":[75],"found":[77],"some":[78],"produces":[81],"results":[82],"which":[83],"are":[84],"close":[85],"minimization":[92],"trees.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
