{"id":"https://openalex.org/W2907360779","doi":"https://doi.org/10.1007/978-3-030-04491-6_19","title":"A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction","display_name":"A Time Complexity Analysis to the ParDTLT Parallel Algorithm for Decision Tree Induction","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2907360779","doi":"https://doi.org/10.1007/978-3-030-04491-6_19","mag":"2907360779"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-04491-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04491-6_19","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":"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/A5087668835","display_name":"Joel Su\u00e1rez\u2013Cansino","orcid":"https://orcid.org/0000-0002-8927-1135"},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Joel Su\u00e1rez-Cansino","raw_affiliation_strings":["Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035707873","display_name":"Anil\u00fa Franco-\u00c1rcega","orcid":"https://orcid.org/0000-0002-9415-8313"},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Anil\u00fa Franco-\u00c1rcega","raw_affiliation_strings":["Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063263201","display_name":"Linda Gladiola Flores-Flores","orcid":null},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Linda Gladiola Flores-Flores","raw_affiliation_strings":["Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111420747","display_name":"Virgilio L\u00f3pez\u2010Moral\u00e8s","orcid":"https://orcid.org/0000-0003-2043-8766"},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Virgilio L\u00f3pez-Morales","raw_affiliation_strings":["Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033921452","display_name":"Ruslan Gabbasov","orcid":"https://orcid.org/0000-0002-1578-1589"},"institutions":[{"id":"https://openalex.org/I104854061","display_name":"Universidad Aut\u00f3noma del Estado de Hidalgo","ror":"https://ror.org/031f8kt38","country_code":"MX","type":"education","lineage":["https://openalex.org/I104854061"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ruslan Gabbasov","raw_affiliation_strings":["Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Computing Research Group, Information and Systems Technologies Research Center, Engineering and Basic Sciences Institute, Autonomous University of the State of Hidalgo, 42184, Mineral de la Reforma, Hidalgo, Mexico","institution_ids":["https://openalex.org/I104854061"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5087668835"],"corresponding_institution_ids":["https://openalex.org/I104854061"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4152,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64217519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"244","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9994999766349792,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9984999895095825,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9984999895095825,"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/computer-science","display_name":"Computer science","score":0.8121066093444824},{"id":"https://openalex.org/keywords/cardinality","display_name":"Cardinality (data modeling)","score":0.7882602214813232},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7343795299530029},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.5279637575149536},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5133920907974243},{"id":"https://openalex.org/keywords/time-complexity","display_name":"Time complexity","score":0.5058035850524902},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49828457832336426},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4759123921394348},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4733564853668213},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.47251448035240173},{"id":"https://openalex.org/keywords/id3-algorithm","display_name":"ID3 algorithm","score":0.42451637983322144},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4192127585411072},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.41894692182540894},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3700655400753021},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34608253836631775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34506410360336304},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3242013454437256},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1715584695339203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8121066093444824},{"id":"https://openalex.org/C87117476","wikidata":"https://www.wikidata.org/wiki/Q362383","display_name":"Cardinality (data modeling)","level":2,"score":0.7882602214813232},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7343795299530029},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.5279637575149536},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5133920907974243},{"id":"https://openalex.org/C311688","wikidata":"https://www.wikidata.org/wiki/Q2393193","display_name":"Time complexity","level":2,"score":0.5058035850524902},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49828457832336426},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4759123921394348},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4733564853668213},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.47251448035240173},{"id":"https://openalex.org/C183931066","wikidata":"https://www.wikidata.org/wiki/Q1653378","display_name":"ID3 algorithm","level":5,"score":0.42451637983322144},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4192127585411072},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.41894692182540894},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3700655400753021},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34608253836631775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34506410360336304},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3242013454437256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1715584695339203},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-04491-6_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-04491-6_19","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1596290048","https://openalex.org/W1938486431","https://openalex.org/W2012496360","https://openalex.org/W2049156348","https://openalex.org/W2100406636","https://openalex.org/W2115659244","https://openalex.org/W2125055259","https://openalex.org/W2133990480","https://openalex.org/W3102693643"],"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/W2291804258","https://openalex.org/W2545418239","https://openalex.org/W3004909479","https://openalex.org/W2802270809","https://openalex.org/W2143508752"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}
