{"id":"https://openalex.org/W4318219766","doi":"https://doi.org/10.1007/s00521-023-08202-y","title":"Feature-ranked self-growing forest: a tree ensemble based on structure diversity for classification and regression","display_name":"Feature-ranked self-growing forest: a tree ensemble based on structure diversity for classification and regression","publication_year":2023,"publication_date":"2023-01-27","ids":{"openalex":"https://openalex.org/W4318219766","doi":"https://doi.org/10.1007/s00521-023-08202-y"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-023-08202-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08202-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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/A5063211029","display_name":"Ruben I. Carino-Escobar","orcid":"https://orcid.org/0000-0001-7075-413X"},"institutions":[{"id":"https://openalex.org/I4210124243","display_name":"Instituto Nacional de Rehabilitaci\u00f3n","ror":"https://ror.org/03734cd59","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210124243"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ruben I. Carino-Escobar","raw_affiliation_strings":["Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \u201cLuis Guillermo Ibarra Ibarra\u201d, Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico","Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \"Luis Guillermo Ibarra Ibarra\", Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7075-413X","affiliations":[{"raw_affiliation_string":"Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \u201cLuis Guillermo Ibarra Ibarra\u201d, Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210124243"]},{"raw_affiliation_string":"Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \"Luis Guillermo Ibarra Ibarra\", Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210124243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069651430","display_name":"Gustavo Alonso","orcid":"https://orcid.org/0000-0002-2699-140X"},"institutions":[{"id":"https://openalex.org/I3130105584","display_name":"Universidad Aut\u00f3noma de Guerrero","ror":"https://ror.org/054tbkd46","country_code":"MX","type":"education","lineage":["https://openalex.org/I3130105584"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Gustavo A. Alonso-Silverio","raw_affiliation_strings":["Faculty of Engineering, Universidad Aut\u00f3noma de Guerrero, 39087, Chilpancingo, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-2699-140X","affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Universidad Aut\u00f3noma de Guerrero, 39087, Chilpancingo, Mexico","institution_ids":["https://openalex.org/I3130105584"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001911858","display_name":"Antonio Alarc\u00f3n-Paredes","orcid":"https://orcid.org/0000-0002-9785-1252"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Antonio Alarc\u00f3n-Paredes","raw_affiliation_strings":["Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, 07738, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-9785-1252","affiliations":[{"raw_affiliation_string":"Centro de Investigaci\u00f3n en Computaci\u00f3n, Instituto Polit\u00e9cnico Nacional, 07738, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041879387","display_name":"Jessica Cantillo-Negrete","orcid":"https://orcid.org/0000-0002-8453-1807"},"institutions":[{"id":"https://openalex.org/I4210124243","display_name":"Instituto Nacional de Rehabilitaci\u00f3n","ror":"https://ror.org/03734cd59","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210124243"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Jessica Cantillo-Negrete","raw_affiliation_strings":["Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \u201cLuis Guillermo Ibarra Ibarra\u201d, Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico","Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \"Luis Guillermo Ibarra Ibarra\", Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8453-1807","affiliations":[{"raw_affiliation_string":"Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \u201cLuis Guillermo Ibarra Ibarra\u201d, Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210124243"]},{"raw_affiliation_string":"Division of Research in Medical Engineering, Instituto Nacional de Rehabilitaci\u00f3n \"Luis Guillermo Ibarra Ibarra\", Calzada Mexico-Xochimilco #289, Arenal de Guadalupe, Tlalpan, 14389, Mexico City, Mexico","institution_ids":["https://openalex.org/I4210124243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041879387"],"corresponding_institution_ids":["https://openalex.org/I4210124243"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4497,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87177827,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"35","issue":"13","first_page":"9285","last_page":"9298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11880","display_name":"Forest ecology and management","score":0.9865000247955322,"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"}},"topics":[{"id":"https://openalex.org/T11880","display_name":"Forest ecology and management","score":0.9865000247955322,"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"}},{"id":"https://openalex.org/T10266","display_name":"Plant Water Relations and Carbon Dynamics","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9811000227928162,"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/random-forest","display_name":"Random forest","score":0.8570060729980469},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6855916976928711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6068759560585022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5999205708503723},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.589870274066925},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5787702202796936},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.553127646446228},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5348706841468811},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.533305823802948},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.48823073506355286},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46291452646255493},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.44153448939323425},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39890050888061523},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3279757499694824},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.266375333070755}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.8570060729980469},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6855916976928711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6068759560585022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5999205708503723},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.589870274066925},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5787702202796936},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.553127646446228},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5348706841468811},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.533305823802948},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.48823073506355286},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46291452646255493},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.44153448939323425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39890050888061523},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3279757499694824},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.266375333070755},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-023-08202-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-023-08202-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G407478948","display_name":null,"funder_award_id":"SALUD-2018-02-B-S-45803","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W981727710","https://openalex.org/W1519043595","https://openalex.org/W1678356000","https://openalex.org/W1988790447","https://openalex.org/W1997113291","https://openalex.org/W2010150056","https://openalex.org/W2019778169","https://openalex.org/W2031114303","https://openalex.org/W2056132907","https://openalex.org/W2064208261","https://openalex.org/W2109363337","https://openalex.org/W2128936926","https://openalex.org/W2155632266","https://openalex.org/W2159400887","https://openalex.org/W2163563958","https://openalex.org/W2295598076","https://openalex.org/W2330820318","https://openalex.org/W2498672755","https://openalex.org/W2737706773","https://openalex.org/W2793781565","https://openalex.org/W2805142011","https://openalex.org/W2911964244","https://openalex.org/W2953079191","https://openalex.org/W2972899106","https://openalex.org/W3014082649","https://openalex.org/W3021330142","https://openalex.org/W3044867970","https://openalex.org/W3113216760","https://openalex.org/W3205185918","https://openalex.org/W4245119036"],"related_works":["https://openalex.org/W4386295066","https://openalex.org/W4225647658","https://openalex.org/W1509177177","https://openalex.org/W2944292463","https://openalex.org/W3014252901","https://openalex.org/W2188759683","https://openalex.org/W2794896638","https://openalex.org/W4317376680","https://openalex.org/W4360777922","https://openalex.org/W1807784185"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-25T08:17:42.794288","created_date":"2025-10-10T00:00:00"}
