{"id":"https://openalex.org/W2990344448","doi":"https://doi.org/10.1007/978-3-030-58526-6_40","title":"Learning Permutation Invariant Representations Using Memory Networks","display_name":"Learning Permutation Invariant Representations Using Memory Networks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W2990344448","doi":"https://doi.org/10.1007/978-3-030-58526-6_40","mag":"2990344448"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58526-6_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58526-6_40","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/A5041584243","display_name":"Shivam Kalra","orcid":"https://orcid.org/0009-0003-6804-8908"},"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":"Shivam Kalra","raw_affiliation_strings":["Kimia Lab, University of Waterloo, Waterloo, Canada"],"affiliations":[{"raw_affiliation_string":"Kimia Lab, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109490464","display_name":"Mohammed Adnan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]},{"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":"Mohammed Adnan","raw_affiliation_strings":["Kimia Lab, University of Waterloo, Waterloo, Canada","Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Kimia Lab, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034466911","display_name":"Graham W. Taylor","orcid":"https://orcid.org/0000-0002-9672-8463"},"institutions":[{"id":"https://openalex.org/I79817857","display_name":"University of Guelph","ror":"https://ror.org/01r7awg59","country_code":"CA","type":"education","lineage":["https://openalex.org/I79817857"]},{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Graham Taylor","raw_affiliation_strings":["School of Engineering, University of Guelph, Guelph, Canada","Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Guelph, Guelph, Canada","institution_ids":["https://openalex.org/I79817857"]},{"raw_affiliation_string":"Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029288520","display_name":"H. R. Tizhoosh","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]},{"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":"H. R. Tizhoosh","raw_affiliation_strings":["Kimia Lab, University of Waterloo, Waterloo, Canada","Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Kimia Lab, University of Waterloo, Waterloo, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Vector Institute for Artificial Intelligence, MaRS Centre, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5041584243"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.5716,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.94142872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"677","last_page":"693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9901999831199646,"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":0.986299991607666,"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":0.8221613764762878},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5326604247093201},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.520641028881073},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.5069429874420166},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4260953664779663},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.408638060092926},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36367204785346985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8221613764762878},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5326604247093201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.520641028881073},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.5069429874420166},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4260953664779663},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.408638060092926},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36367204785346985},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-58526-6_40","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58526-6_40","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1644641054","https://openalex.org/W1793121960","https://openalex.org/W1920022804","https://openalex.org/W1985009003","https://openalex.org/W2018415308","https://openalex.org/W2133288557","https://openalex.org/W2136026194","https://openalex.org/W2152864241","https://openalex.org/W2158485828","https://openalex.org/W2161341452","https://openalex.org/W2211722331","https://openalex.org/W2293997450","https://openalex.org/W2514628397","https://openalex.org/W2750384547","https://openalex.org/W2751723768","https://openalex.org/W2753798143","https://openalex.org/W2760946358","https://openalex.org/W2789471612","https://openalex.org/W2807431087","https://openalex.org/W2894084084","https://openalex.org/W2909878113","https://openalex.org/W2920527701","https://openalex.org/W2949117887","https://openalex.org/W2949648625","https://openalex.org/W2950527759","https://openalex.org/W2952560675","https://openalex.org/W2952689920","https://openalex.org/W2955703125","https://openalex.org/W2963403868","https://openalex.org/W2963446712","https://openalex.org/W2964308564","https://openalex.org/W2970638480","https://openalex.org/W2976847563","https://openalex.org/W2981950135","https://openalex.org/W3011592483","https://openalex.org/W3037731665","https://openalex.org/W3038029863","https://openalex.org/W3042024476","https://openalex.org/W3100003598","https://openalex.org/W6600195515","https://openalex.org/W6600248585","https://openalex.org/W6600679772","https://openalex.org/W6600763685","https://openalex.org/W6630820455","https://openalex.org/W6638318767","https://openalex.org/W6640300118","https://openalex.org/W6739901393","https://openalex.org/W6743198006","https://openalex.org/W6820649728"],"related_works":["https://openalex.org/W2594778474","https://openalex.org/W2944183083","https://openalex.org/W2949607517","https://openalex.org/W2961085424","https://openalex.org/W3104453097","https://openalex.org/W4308064861","https://openalex.org/W1971215949","https://openalex.org/W2951830772","https://openalex.org/W2951242027","https://openalex.org/W4224009465"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
