{"id":"https://openalex.org/W4281755413","doi":"https://doi.org/10.1007/s12530-022-09441-5","title":"Reducing the number of trees in a forest using noisy features","display_name":"Reducing the number of trees in a forest using noisy features","publication_year":2022,"publication_date":"2022-05-27","ids":{"openalex":"https://openalex.org/W4281755413","doi":"https://doi.org/10.1007/s12530-022-09441-5"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-022-09441-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-022-09441-5","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-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/A5064370510","display_name":"Youness Manzali","orcid":"https://orcid.org/0000-0002-5912-3094"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Youness Manzali","raw_affiliation_strings":["LIMS Laboratory, Faculty of Sciences, USMBA, Fez, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-5912-3094","affiliations":[{"raw_affiliation_string":"LIMS Laboratory, Faculty of Sciences, USMBA, Fez, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067072768","display_name":"Yassine Akhiat","orcid":"https://orcid.org/0000-0002-9478-6328"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yassine Akhiat","raw_affiliation_strings":["LIMS Laboratory, Faculty of Sciences, USMBA, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMS Laboratory, Faculty of Sciences, USMBA, Fez, Morocco","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035441812","display_name":"Mohamed Chahhou","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157007","display_name":"\u00c9cole Normale Sup\u00e9rieure de T\u00e9touan","ror":"https://ror.org/04pry7b16","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210157007"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohamed Chahhou","raw_affiliation_strings":["Faculty of Sciences, UAE, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, UAE, Tetouan, Morocco","institution_ids":["https://openalex.org/I4210157007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022472616","display_name":"Mohammed Elmohajir","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157007","display_name":"\u00c9cole Normale Sup\u00e9rieure de T\u00e9touan","ror":"https://ror.org/04pry7b16","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210157007"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mohammed Elmohajir","raw_affiliation_strings":["Faculty of Sciences, UAE, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, UAE, Tetouan, Morocco","institution_ids":["https://openalex.org/I4210157007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045259702","display_name":"Ahmed Zinedine","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Zinedine","raw_affiliation_strings":["LIMS Laboratory, Faculty of Sciences, USMBA, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIMS Laboratory, Faculty of Sciences, USMBA, Fez, Morocco","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064370510"],"corresponding_institution_ids":[],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":0.6927,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74647413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"14","issue":"2","first_page":"157","last_page":"174"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","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"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.9980000257492065,"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/T10320","display_name":"Neural Networks and Applications","score":0.9940999746322632,"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/interpretability","display_name":"Interpretability","score":0.8739308714866638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7728487253189087},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7245339155197144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6038866639137268},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5982913374900818},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5640708208084106},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5583728551864624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5326071977615356},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5037147402763367},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.4922849237918854},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4814978837966919},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4629472494125366},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.44762322306632996},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3834685981273651},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17545542120933533}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8739308714866638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7728487253189087},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7245339155197144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6038866639137268},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5982913374900818},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5640708208084106},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5583728551864624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5326071977615356},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5037147402763367},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4922849237918854},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4814978837966919},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4629472494125366},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.44762322306632996},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3834685981273651},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17545542120933533},{"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/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-022-09441-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-022-09441-5","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1497261839","https://openalex.org/W1594031697","https://openalex.org/W1797580880","https://openalex.org/W1819522214","https://openalex.org/W1974614303","https://openalex.org/W1994830145","https://openalex.org/W2008667922","https://openalex.org/W2011114139","https://openalex.org/W2026131661","https://openalex.org/W2040895929","https://openalex.org/W2056132907","https://openalex.org/W2070493638","https://openalex.org/W2122938730","https://openalex.org/W2125555508","https://openalex.org/W2160207817","https://openalex.org/W2177019876","https://openalex.org/W2472100207","https://openalex.org/W2500727120","https://openalex.org/W2521782896","https://openalex.org/W2604504584","https://openalex.org/W2620883027","https://openalex.org/W2729784024","https://openalex.org/W2739609124","https://openalex.org/W2744320608","https://openalex.org/W2751895675","https://openalex.org/W2754458851","https://openalex.org/W2760114266","https://openalex.org/W2782909828","https://openalex.org/W2896732351","https://openalex.org/W2907943673","https://openalex.org/W2911964244","https://openalex.org/W2911982216","https://openalex.org/W2953079191","https://openalex.org/W2963292722","https://openalex.org/W3126961613","https://openalex.org/W3138772611","https://openalex.org/W3150938946","https://openalex.org/W3182009020","https://openalex.org/W4205687621","https://openalex.org/W4239510810","https://openalex.org/W4242746271"],"related_works":["https://openalex.org/W4361806667","https://openalex.org/W4293151273","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W2944292463","https://openalex.org/W4388550696","https://openalex.org/W3014252901","https://openalex.org/W4321636153","https://openalex.org/W4313289487","https://openalex.org/W2188759683"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}