{"id":"https://openalex.org/W1531969838","doi":"https://doi.org/10.1007/978-3-540-45216-4_36","title":"An Application of Low Bias Bagged SVMs to the Classification of Heterogeneous Malignant Tissues","display_name":"An Application of Low Bias Bagged SVMs to the Classification of Heterogeneous Malignant Tissues","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1531969838","doi":"https://doi.org/10.1007/978-3-540-45216-4_36","mag":"1531969838"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-45216-4_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45216-4_36","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/A5071444502","display_name":"Giorgio Valentini","orcid":"https://orcid.org/0000-0002-5694-3919"},"institutions":[{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]},{"id":"https://openalex.org/I4210163092","display_name":"Istituto Nazionale per la Fisica della Materia","ror":"https://ror.org/02kswma64","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210163092"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giorgio Valentini","raw_affiliation_strings":["DSI, Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Milano","INFM, Istituto Nazionale per la Fisica della Materia, Genova, Italy","DSI, Dipartimento di Scienze dell'Informazione, Universit\u00e0 degli Studi di Milano, Milano"],"affiliations":[{"raw_affiliation_string":"DSI, Dipartimento di Scienze dell\u2019Informazione, Universit\u00e0 degli Studi di Milano, Milano","institution_ids":["https://openalex.org/I189158943"]},{"raw_affiliation_string":"INFM, Istituto Nazionale per la Fisica della Materia, Genova, Italy","institution_ids":["https://openalex.org/I4210163092"]},{"raw_affiliation_string":"DSI, Dipartimento di Scienze dell'Informazione, Universit\u00e0 degli Studi di Milano, Milano","institution_ids":["https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5071444502"],"corresponding_institution_ids":["https://openalex.org/I189158943","https://openalex.org/I4210163092"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5522,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64402106,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"316","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9994000196456909,"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/T10862","display_name":"AI in cancer detection","score":0.9994000196456909,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9764999747276306,"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/support-vector-machine","display_name":"Support vector machine","score":0.8113175630569458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.758708119392395},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6248539090156555},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5668167471885681},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5412691235542297},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5058969855308533},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49770620465278625},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.48131024837493896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40323519706726074}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8113175630569458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.758708119392395},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6248539090156555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5668167471885681},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5412691235542297},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5058969855308533},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49770620465278625},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.48131024837493896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40323519706726074},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-45216-4_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-45216-4_36","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.6.6868","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.6.6868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ftp://ftp.disi.unige.it/person/ValentiniG/papers/wirn03-lobag.ps.gz","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.4300000071525574,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1519974812","https://openalex.org/W1549647993","https://openalex.org/W1727290854","https://openalex.org/W1966701961","https://openalex.org/W1999589609","https://openalex.org/W2000975517","https://openalex.org/W2102794349","https://openalex.org/W2108728387","https://openalex.org/W2109363337","https://openalex.org/W2110488825","https://openalex.org/W2137476312","https://openalex.org/W2143426320","https://openalex.org/W2153428419","https://openalex.org/W2167277498","https://openalex.org/W2911964244"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W4315815996"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
