{"id":"https://openalex.org/W3039055707","doi":"https://doi.org/10.1007/978-3-030-64556-4_26","title":"Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches","display_name":"Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3039055707","doi":"https://doi.org/10.1007/978-3-030-64556-4_26","mag":"3039055707"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64556-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_26","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":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.02200","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072818407","display_name":"Milad Sikaroudi","orcid":"https://orcid.org/0000-0003-2778-9841"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Milad Sikaroudi","raw_affiliation_strings":["KIMIA Lab, University of Waterloo, Waterloo, ON, Canada","Kimia Lab, University of Waterloo, Waterloo, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2778-9841","affiliations":[{"raw_affiliation_string":"KIMIA Lab, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Kimia Lab, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024030325","display_name":"Benyamin Ghojogh","orcid":"https://orcid.org/0000-0002-9617-291X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Benyamin Ghojogh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","[Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada]"],"raw_orcid":"https://orcid.org/0000-0002-9617-291X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"[Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada]","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042926046","display_name":"Amir Safarpoor","orcid":"https://orcid.org/0000-0001-6927-5617"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Amir Safarpoor","raw_affiliation_strings":["KIMIA Lab, University of Waterloo, Waterloo, ON, Canada","Kimia Lab, University of Waterloo, Waterloo, Canada"],"raw_orcid":"https://orcid.org/0000-0001-6927-5617","affiliations":[{"raw_affiliation_string":"KIMIA Lab, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Kimia Lab, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070046659","display_name":"Fakhri Karray","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Fakhri Karray","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","[Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada]"],"raw_orcid":"https://orcid.org/0000-0002-6900-315X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"[Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada]","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064795613","display_name":"Mark Crowley","orcid":"https://orcid.org/0000-0003-3921-4762"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mark Crowley","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","[Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada]"],"raw_orcid":"https://orcid.org/0000-0003-3921-4762","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"[Dept. of Electrical and Computer Engineering, University of Waterloo, Waterloo, Canada]","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038566332","display_name":"Hamid R. Tizhoosh","orcid":"https://orcid.org/0000-0001-5488-601X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Hamid R. Tizhoosh","raw_affiliation_strings":["KIMIA Lab, University of Waterloo, Waterloo, ON, Canada","University of WAterloo"],"raw_orcid":"https://orcid.org/0000-0001-5488-601X","affiliations":[{"raw_affiliation_string":"KIMIA Lab, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"University of WAterloo","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038566332"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.115,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34358879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"333","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.9883999824523926,"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/computer-science","display_name":"Computer science","score":0.7102681398391724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5937588214874268},{"id":"https://openalex.org/keywords/online-and-offline","display_name":"Online and offline","score":0.5751581192016602},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.483750581741333},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.4593956172466278},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.367044061422348},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31701070070266724},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1712450385093689}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7102681398391724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5937588214874268},{"id":"https://openalex.org/C2780102126","wikidata":"https://www.wikidata.org/wiki/Q10928179","display_name":"Online and offline","level":2,"score":0.5751581192016602},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.483750581741333},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.4593956172466278},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.367044061422348},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31701070070266724},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1712450385093689},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-64556-4_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_26","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:2007.02200","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.02200","pdf_url":"https://arxiv.org/pdf/2007.02200","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"mag:3039055707","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2007.02200.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2007.02200","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.02200","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.02200","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.02200","pdf_url":"https://arxiv.org/pdf/2007.02200","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W199009478","https://openalex.org/W1971955426","https://openalex.org/W2096733369","https://openalex.org/W2144935315","https://openalex.org/W2162745921","https://openalex.org/W2194775991","https://openalex.org/W2338990760","https://openalex.org/W2601810159","https://openalex.org/W2605102252","https://openalex.org/W2751274270","https://openalex.org/W2901946084","https://openalex.org/W2914568698","https://openalex.org/W2945134764","https://openalex.org/W2959874569","https://openalex.org/W2963350250","https://openalex.org/W2979488462","https://openalex.org/W2979579363","https://openalex.org/W2990170027","https://openalex.org/W3011592483","https://openalex.org/W3015943301","https://openalex.org/W3024272706","https://openalex.org/W3024591812","https://openalex.org/W3026809105","https://openalex.org/W3091905774","https://openalex.org/W3098754769","https://openalex.org/W3099206234","https://openalex.org/W4256141317","https://openalex.org/W6600710366"],"related_works":["https://openalex.org/W3114146310","https://openalex.org/W2932983080","https://openalex.org/W3007398534","https://openalex.org/W2044221681","https://openalex.org/W2923990426","https://openalex.org/W1574795525","https://openalex.org/W1682004401","https://openalex.org/W2996880361","https://openalex.org/W3020253148","https://openalex.org/W19208359","https://openalex.org/W2948751990","https://openalex.org/W2525159801","https://openalex.org/W2798080725","https://openalex.org/W2055951516","https://openalex.org/W2106111846","https://openalex.org/W1591897299","https://openalex.org/W2808940893","https://openalex.org/W2739512903","https://openalex.org/W2599874030","https://openalex.org/W2129270691"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}
