{"id":"https://openalex.org/W2893159103","doi":"https://doi.org/10.1007/s12650-018-0514-2","title":"GBRTVis: online analysis of gradient boosting regression tree","display_name":"GBRTVis: online analysis of gradient boosting regression tree","publication_year":2018,"publication_date":"2018-09-24","ids":{"openalex":"https://openalex.org/W2893159103","doi":"https://doi.org/10.1007/s12650-018-0514-2","mag":"2893159103"},"language":"en","primary_location":{"id":"doi:10.1007/s12650-018-0514-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12650-018-0514-2","pdf_url":null,"source":{"id":"https://openalex.org/S10355277","display_name":"Journal of Visualization","issn_l":"1343-8875","issn":["1343-8875","1875-8975"],"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":"Journal of Visualization","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/A5100642051","display_name":"Yifei Huang","orcid":"https://orcid.org/0000-0002-3077-0175"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Huang","raw_affiliation_strings":["School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664249","display_name":"Yuhua Liu","orcid":"https://orcid.org/0000-0003-0600-4056"},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhua Liu","raw_affiliation_strings":["Zhejiang University of Finance and Economics, Hangzhou, Zhejiang Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University of Finance and Economics, Hangzhou, Zhejiang Province, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649746","display_name":"Chenhui Li","orcid":"https://orcid.org/0000-0001-9835-2650"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhui Li","raw_affiliation_strings":["School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063110936","display_name":"Changbo Wang","orcid":"https://orcid.org/0000-0001-8940-6418"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changbo Wang","raw_affiliation_strings":["School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, East China Normal University, Shanghai, 200062, China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063110936"],"corresponding_institution_ids":["https://openalex.org/I66867065"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.7299,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.73164557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"22","issue":"1","first_page":"125","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T13398","display_name":"Data Analysis with R","score":0.9782999753952026,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9587000012397766,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8166273832321167},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.8090014457702637},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7406163215637207},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7208340764045715},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.6908974647521973},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6373540163040161},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5788094997406006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5177578330039978},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.5069239735603333},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.48574286699295044},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47803744673728943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.473307728767395},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.46378007531166077},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4140078127384186},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.12899699807167053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8166273832321167},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.8090014457702637},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7406163215637207},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7208340764045715},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.6908974647521973},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6373540163040161},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5788094997406006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5177578330039978},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.5069239735603333},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.48574286699295044},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47803744673728943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.473307728767395},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.46378007531166077},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4140078127384186},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.12899699807167053},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12650-018-0514-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12650-018-0514-2","pdf_url":null,"source":{"id":"https://openalex.org/S10355277","display_name":"Journal of Visualization","issn_l":"1343-8875","issn":["1343-8875","1875-8975"],"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":"Journal of Visualization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G8194809987","display_name":null,"funder_award_id":"61672237","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W70321236","https://openalex.org/W73593153","https://openalex.org/W149265867","https://openalex.org/W1586785753","https://openalex.org/W1678356000","https://openalex.org/W1903029394","https://openalex.org/W1964473154","https://openalex.org/W1966648469","https://openalex.org/W1981119726","https://openalex.org/W1989505216","https://openalex.org/W2016210396","https://openalex.org/W2026506423","https://openalex.org/W2045649112","https://openalex.org/W2064854394","https://openalex.org/W2070493638","https://openalex.org/W2074494141","https://openalex.org/W2088378580","https://openalex.org/W2097998348","https://openalex.org/W2099236231","https://openalex.org/W2101234009","https://openalex.org/W2101629181","https://openalex.org/W2107667898","https://openalex.org/W2112426855","https://openalex.org/W2117088188","https://openalex.org/W2122825543","https://openalex.org/W2124803723","https://openalex.org/W2135415614","https://openalex.org/W2140486274","https://openalex.org/W2143475690","https://openalex.org/W2149706766","https://openalex.org/W2155893237","https://openalex.org/W2343061342","https://openalex.org/W2512274390","https://openalex.org/W2587299461","https://openalex.org/W2607223307","https://openalex.org/W2751298778","https://openalex.org/W2751642492","https://openalex.org/W2751722336","https://openalex.org/W2753713840","https://openalex.org/W2753907577","https://openalex.org/W4251658412","https://openalex.org/W4255938757"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W2766514146","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W3094138326"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
