{"id":"https://openalex.org/W2048319198","doi":"https://doi.org/10.1016/s1566-2535(02)00100-8","title":"Automatic model selection in cost-sensitive boosting","display_name":"Automatic model selection in cost-sensitive boosting","publication_year":2003,"publication_date":"2003-02-17","ids":{"openalex":"https://openalex.org/W2048319198","doi":"https://doi.org/10.1016/s1566-2535(02)00100-8","mag":"2048319198"},"language":"en","primary_location":{"id":"doi:10.1016/s1566-2535(02)00100-8","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s1566-2535(02)00100-8","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","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/A5090606361","display_name":"Stefano Merler","orcid":"https://orcid.org/0000-0002-5117-0611"},"institutions":[{"id":"https://openalex.org/I4210111210","display_name":"Construction Technologies Institute","ror":"https://ror.org/0221agg28","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210111210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Merler","raw_affiliation_strings":["ITC-irst, v. Sommarive 18, 38050 Trento, Italy"],"affiliations":[{"raw_affiliation_string":"ITC-irst, v. Sommarive 18, 38050 Trento, Italy","institution_ids":["https://openalex.org/I4210111210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072609433","display_name":"Cesare Furlanello","orcid":"https://orcid.org/0000-0002-5384-3605"},"institutions":[{"id":"https://openalex.org/I4210111210","display_name":"Construction Technologies Institute","ror":"https://ror.org/0221agg28","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210111210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Cesare Furlanello","raw_affiliation_strings":["ITC-irst, v. Sommarive 18, 38050 Trento, Italy"],"affiliations":[{"raw_affiliation_string":"ITC-irst, v. Sommarive 18, 38050 Trento, Italy","institution_ids":["https://openalex.org/I4210111210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029282402","display_name":"BARBARA LARCHER","orcid":"https://orcid.org/0000-0001-9066-2531"},"institutions":[{"id":"https://openalex.org/I4210111210","display_name":"Construction Technologies Institute","ror":"https://ror.org/0221agg28","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210111210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Barbara Larcher","raw_affiliation_strings":["ITC-irst, v. Sommarive 18, 38050 Trento, Italy"],"affiliations":[{"raw_affiliation_string":"ITC-irst, v. Sommarive 18, 38050 Trento, Italy","institution_ids":["https://openalex.org/I4210111210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047395289","display_name":"Andrea Sboner","orcid":"https://orcid.org/0000-0001-6915-3070"},"institutions":[{"id":"https://openalex.org/I4210111210","display_name":"Construction Technologies Institute","ror":"https://ror.org/0221agg28","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210111210","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Sboner","raw_affiliation_strings":["ITC-irst, v. Sommarive 18, 38050 Trento, Italy"],"affiliations":[{"raw_affiliation_string":"ITC-irst, v. Sommarive 18, 38050 Trento, Italy","institution_ids":["https://openalex.org/I4210111210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072609433"],"corresponding_institution_ids":["https://openalex.org/I4210111210"],"apc_list":{"value":4650,"currency":"USD","value_usd":4650},"apc_paid":null,"fwci":6.9808,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.96533881,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"4","issue":"1","first_page":"3","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9559999704360962,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9509000182151794,"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/boosting","display_name":"Boosting (machine learning)","score":0.7935715913772583},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.7304562330245972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6960577964782715},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.6355810165405273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6139094829559326},{"id":"https://openalex.org/keywords/false-positives-and-false-negatives","display_name":"False positives and false negatives","score":0.5867605805397034},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5154498219490051},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4933682978153229},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4635013937950134},{"id":"https://openalex.org/keywords/true-positive-rate","display_name":"True positive rate","score":0.43061399459838867},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41134339570999146}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.7935715913772583},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.7304562330245972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6960577964782715},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6355810165405273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6139094829559326},{"id":"https://openalex.org/C112789634","wikidata":"https://www.wikidata.org/wiki/Q18207010","display_name":"False positives and false negatives","level":3,"score":0.5867605805397034},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5154498219490051},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4933682978153229},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4635013937950134},{"id":"https://openalex.org/C2989486834","wikidata":"https://www.wikidata.org/wiki/Q3808900","display_name":"True positive rate","level":2,"score":0.43061399459838867},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41134339570999146}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/s1566-2535(02)00100-8","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s1566-2535(02)00100-8","pdf_url":null,"source":{"id":"https://openalex.org/S7560371","display_name":"Information Fusion","issn_l":"1566-2535","issn":["1566-2535","1872-6305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Fusion","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.13.3425","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.13.3425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mpa.itc.it/papers/merler2003automatic.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.19.9347","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.19.9347","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://mpa.itc.it/papers/merler2002automatic.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1495654352","https://openalex.org/W1538954065","https://openalex.org/W1580049798","https://openalex.org/W1583670422","https://openalex.org/W1586881515","https://openalex.org/W1605688901","https://openalex.org/W1606206813","https://openalex.org/W1607965943","https://openalex.org/W1802157347","https://openalex.org/W1966280301","https://openalex.org/W1975846642","https://openalex.org/W1988790447","https://openalex.org/W1995945562","https://openalex.org/W1999589609","https://openalex.org/W2023191766","https://openalex.org/W2024046085","https://openalex.org/W2029004832","https://openalex.org/W2038781708","https://openalex.org/W2040676931","https://openalex.org/W2056855803","https://openalex.org/W2057168779","https://openalex.org/W2087760654","https://openalex.org/W2102121645","https://openalex.org/W2107742354","https://openalex.org/W2112076978","https://openalex.org/W2145073242","https://openalex.org/W2160468005","https://openalex.org/W2167490420","https://openalex.org/W2330820318","https://openalex.org/W2494768023","https://openalex.org/W2912934387","https://openalex.org/W3085162807","https://openalex.org/W4212883601","https://openalex.org/W6631530885","https://openalex.org/W6634658087","https://openalex.org/W6681651645"],"related_works":["https://openalex.org/W1557094818","https://openalex.org/W3129715955","https://openalex.org/W2183246718","https://openalex.org/W4287692494","https://openalex.org/W2099261052","https://openalex.org/W1973412793","https://openalex.org/W2027184711","https://openalex.org/W4292605373","https://openalex.org/W2951146195","https://openalex.org/W3047594718"],"abstract_inverted_index":null,"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
