{"id":"https://openalex.org/W2403658856","doi":"https://doi.org/10.1007/978-3-319-24553-9_66","title":"Label Stability in Multiple Instance Learning","display_name":"Label Stability in Multiple Instance Learning","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2403658856","doi":"https://doi.org/10.1007/978-3-319-24553-9_66","mag":"2403658856"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-24553-9_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24553-9_66","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1703.04986","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031371103","display_name":"Veronika Cheplygina","orcid":"https://orcid.org/0000-0003-0176-9324"},"institutions":[{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]},{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Veronika Cheplygina","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047828457","display_name":"Lauge S\u00f8rensen","orcid":"https://orcid.org/0000-0002-1181-7150"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Lauge S\u00f8rensen","raw_affiliation_strings":["The Image Section, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"The Image Section, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001295629","display_name":"David M. J. Tax","orcid":"https://orcid.org/0000-0002-5153-9087"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"David M. J. Tax","raw_affiliation_strings":["Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023677285","display_name":"Marleen de Bruijne","orcid":"https://orcid.org/0000-0002-6328-902X"},"institutions":[{"id":"https://openalex.org/I2801952686","display_name":"Erasmus MC","ror":"https://ror.org/018906e22","country_code":"NL","type":"funder","lineage":["https://openalex.org/I2801952686"]},{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I913958620","display_name":"Erasmus University Rotterdam","ror":"https://ror.org/057w15z03","country_code":"NL","type":"education","lineage":["https://openalex.org/I913958620"]}],"countries":["DK","NL"],"is_corresponding":false,"raw_author_name":"Marleen de Bruijne","raw_affiliation_strings":["Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","The Image Section, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Biomedical Imaging Group Rotterdam, Erasmus MC, Rotterdam, The Netherlands","institution_ids":["https://openalex.org/I913958620","https://openalex.org/I2801952686"]},{"raw_affiliation_string":"The Image Section, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086060106","display_name":"Marco Loog","orcid":"https://orcid.org/0000-0002-1298-8461"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["DK","NL"],"is_corresponding":false,"raw_author_name":"Marco Loog","raw_affiliation_strings":["Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands","The Image Section, University of Copenhagen, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Pattern Recognition Laboratory, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"The Image Section, University of Copenhagen, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5031371103"],"corresponding_institution_ids":["https://openalex.org/I2801952686","https://openalex.org/I913958620","https://openalex.org/I98358874"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.734,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.95594573,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"539","last_page":"546"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9911999702453613,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9911999702453613,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9840999841690063,"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":0.9828000068664551,"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/computer-science","display_name":"Computer science","score":0.8417426347732544},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.6228196620941162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47844815254211426},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.371639609336853},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3033030033111572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8417426347732544},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.6228196620941162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47844815254211426},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.371639609336853},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3033030033111572}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-319-24553-9_66","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-24553-9_66","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:arXiv.org:1703.04986","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1703.04986","pdf_url":"https://arxiv.org/pdf/1703.04986","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f07d2859-5dc6-4108-8fe0-8cc9b6b73a3a","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/f07d2859-5dc6-4108-8fe0-8cc9b6b73a3a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cheplygina , V , S\u00f8rensen , L , Tax , D M J , de Bruijne , M & Loog , M 2015 , Label stability in multiple instance learning . in N Navab , J Hornegger , W M Wells & A F Frangi (eds) , Medical Image Computing and Computer-Assisted Intervention \u2013 MICCAI 2015 : 18th international conference, Munich, Germany, October 5-9, 2015, Proceedings, Part I . Springer , Lecture notes in computer science , pp. 539-546 , International Conference on Medical Image Computing and Computer Assisted Intervention 2015 , Munich , Germany , 05/10/2015 . https://doi.org/10.1007/978-3-319-24553-9_66","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.eur.nl:openaire_cris_publications/669ca711-78ac-48f6-899c-08f73f650250","is_oa":false,"landing_page_url":"https://pure.eur.nl/en/publications/669ca711-78ac-48f6-899c-08f73f650250","pdf_url":null,"source":{"id":"https://openalex.org/S4306401266","display_name":"EUR Research Repository (Erasmus University Rotterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913958620","host_organization_name":"Erasmus University Rotterdam","host_organization_lineage":["https://openalex.org/I913958620"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cheplygina, V, S\u00f8rensen, L, Tax, D M J, de Bruijne, M & Loog, M 2015, Label stability in multiple instance learning. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag/Kodansha Ltd, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9349, pp. 539-546. https://doi.org/10.1007/978-3-319-24553-9_66","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1703.04986","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1703.04986","pdf_url":"https://arxiv.org/pdf/1703.04986","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.41999998688697815,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W101697616","https://openalex.org/W1561210893","https://openalex.org/W1969496006","https://openalex.org/W1972003923","https://openalex.org/W1973351628","https://openalex.org/W1999345637","https://openalex.org/W2015103117","https://openalex.org/W2036424610","https://openalex.org/W2044769820","https://openalex.org/W2053784471","https://openalex.org/W2080448710","https://openalex.org/W2082233060","https://openalex.org/W2091428542","https://openalex.org/W2098140880","https://openalex.org/W2098166271","https://openalex.org/W2108745803","https://openalex.org/W2125508569","https://openalex.org/W2130547334","https://openalex.org/W2142730785","https://openalex.org/W2144179996","https://openalex.org/W2150487955","https://openalex.org/W2166010828","https://openalex.org/W3105521488","https://openalex.org/W4285719527","https://openalex.org/W4412260618"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2020-11-23T00:00:00"}