{"id":"https://openalex.org/W2466730232","doi":"https://doi.org/10.1007/978-3-319-33395-3_6","title":"Evaluation of a Variance-Based Nonconformity Measure for Regression Forests","display_name":"Evaluation of a Variance-Based Nonconformity Measure for Regression Forests","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2466730232","doi":"https://doi.org/10.1007/978-3-319-33395-3_6","mag":"2466730232"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-33395-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-33395-3_6","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":"book-chapter","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/A5033008105","display_name":"Henrik Bostr\u00f6m","orcid":"https://orcid.org/0000-0001-8382-0300"},"institutions":[{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]},{"id":"https://openalex.org/I4210160701","display_name":"Kista Photonics Research Center","ror":"https://ror.org/05j59av97","country_code":"SE","type":"facility","lineage":["https://openalex.org/I4210160701"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Henrik Bostr\u00f6m","raw_affiliation_strings":["Department of Computer and Systems Sciences, Stockholm University, Kista, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Systems Sciences, Stockholm University, Kista, Sweden","institution_ids":["https://openalex.org/I4210160701","https://openalex.org/I161593684"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059387263","display_name":"Henrik Linusson","orcid":null},"institutions":[{"id":"https://openalex.org/I992397","display_name":"University of Bor\u00e5s","ror":"https://ror.org/01fdxwh83","country_code":"SE","type":"education","lineage":["https://openalex.org/I992397"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Henrik Linusson","raw_affiliation_strings":["Department of Information Technology, University of Bor\u00e5s, Bor\u00e5s, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Bor\u00e5s, Bor\u00e5s, Sweden","institution_ids":["https://openalex.org/I992397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073489496","display_name":"Tuve L\u00f6fstr\u00f6m","orcid":"https://orcid.org/0000-0003-0274-9026"},"institutions":[{"id":"https://openalex.org/I992397","display_name":"University of Bor\u00e5s","ror":"https://ror.org/01fdxwh83","country_code":"SE","type":"education","lineage":["https://openalex.org/I992397"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tuve L\u00f6fstr\u00f6m","raw_affiliation_strings":["Department of Information Technology, University of Bor\u00e5s, Bor\u00e5s, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Information Technology, University of Bor\u00e5s, Bor\u00e5s, Sweden","institution_ids":["https://openalex.org/I992397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103036745","display_name":"Ulf Johansson","orcid":"https://orcid.org/0000-0003-0412-6199"},"institutions":[{"id":"https://openalex.org/I94616838","display_name":"J\u00f6nk\u00f6ping University","ror":"https://ror.org/03t54am93","country_code":"SE","type":"education","lineage":["https://openalex.org/I94616838"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Ulf Johansson","raw_affiliation_strings":["Department of Computer Science and Informatics, J\u00f6nk\u00f6ping University, J\u00f6nk\u00f6ping, Sweden"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Informatics, J\u00f6nk\u00f6ping University, J\u00f6nk\u00f6ping, Sweden","institution_ids":["https://openalex.org/I94616838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033008105"],"corresponding_institution_ids":["https://openalex.org/I161593684","https://openalex.org/I4210160701"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.4844,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.91901408,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9891999959945679,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9855999946594238,"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/nonconformity","display_name":"Nonconformity","score":0.912936806678772},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.7140623331069946},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6009732484817505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5774925947189331},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.5580172538757324},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5551983118057251},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5522562861442566},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5009353160858154},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4410214424133301},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4333905279636383},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4225618839263916},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3869709074497223},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.378449022769928},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.37486690282821655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2560715079307556},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.0676618218421936}],"concepts":[{"id":"https://openalex.org/C2781103444","wikidata":"https://www.wikidata.org/wiki/Q7049238","display_name":"Nonconformity","level":2,"score":0.912936806678772},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.7140623331069946},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6009732484817505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5774925947189331},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.5580172538757324},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5551983118057251},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5522562861442566},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5009353160858154},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4410214424133301},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4333905279636383},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4225618839263916},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3869709074497223},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.378449022769928},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.37486690282821655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2560715079307556},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0676618218421936},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-33395-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-33395-3_6","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":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1499689786","https://openalex.org/W1521746852","https://openalex.org/W1553101044","https://openalex.org/W1565746575","https://openalex.org/W1594344279","https://openalex.org/W2010546252","https://openalex.org/W2027166444","https://openalex.org/W2163517193","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2964057329","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W1608624584","https://openalex.org/W4200414339","https://openalex.org/W2327615228","https://openalex.org/W4245197589","https://openalex.org/W2998399529","https://openalex.org/W2013327011","https://openalex.org/W2336700393","https://openalex.org/W3039848032","https://openalex.org/W2888894362","https://openalex.org/W2077488434"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
