{"id":"https://openalex.org/W3003015233","doi":"https://doi.org/10.5555/1756006.1859922","title":"Model-based Boosting 2.0","display_name":"Model-based Boosting 2.0","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W3003015233","doi":"https://doi.org/10.5555/1756006.1859922","mag":"3003015233"},"language":"en","primary_location":{"id":"mag:3003015233","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1756006.1859922","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of Machine Learning Research","raw_type":null},"type":"article","indexed_in":[],"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/A5013220547","display_name":"HothornTorsten","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"HothornTorsten","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073935954","display_name":"B\u00fchlmannPeter","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"B\u00fchlmannPeter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012731431","display_name":"KneibThomas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"KneibThomas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058333540","display_name":"SchmidMatthias","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"SchmidMatthias","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5057724267","display_name":"HofnerBenjamin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"HofnerBenjamin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.40524908,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13398","display_name":"Data Analysis with R","score":0.7929999828338623,"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/T13398","display_name":"Data Analysis with R","score":0.7929999828338623,"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/T10136","display_name":"Statistical Methods and Inference","score":0.6779000163078308,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.7445440888404846},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5163149237632751},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4524499177932739},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3456904888153076}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7445440888404846},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5163149237632751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4524499177932739},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3456904888153076}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3003015233","is_oa":false,"landing_page_url":"https://dl.acm.org/doi/10.5555/1756006.1859922","pdf_url":null,"source":{"id":"https://openalex.org/S118988714","display_name":"Journal of Machine Learning Research","issn_l":"1532-4435","issn":["1532-4435","1533-7928"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Journal of Machine Learning Research","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2071721660","https://openalex.org/W3099723433","https://openalex.org/W2995235519","https://openalex.org/W2607714261","https://openalex.org/W1572956738","https://openalex.org/W2963820355","https://openalex.org/W2164035719","https://openalex.org/W3210298895","https://openalex.org/W3021056746","https://openalex.org/W1896957334","https://openalex.org/W965623866","https://openalex.org/W2061512147","https://openalex.org/W2772309860","https://openalex.org/W2990792405","https://openalex.org/W2149537945","https://openalex.org/W1968657129","https://openalex.org/W2626435312","https://openalex.org/W2129643833","https://openalex.org/W1950149544","https://openalex.org/W2755073439"],"abstract_inverted_index":{"We":[0],"describe":[1],"version":[2],"2.0":[3],"of":[4],"the":[5],"R":[6],"add-on":[7],"package":[8,11],"mboost.":[9],"The":[10],"implements":[12],"boosting":[13],"for":[14],"optimizing":[15],"general":[16],"risk":[17],"functions":[18],"using":[19],"component-wise":[20],"(penalized)":[21],"least":[22],"squares":[23],"estimates":[24],"or":[25],"regression":[26],"...":[27]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}