{"id":"https://openalex.org/W2898814946","doi":null,"title":"Improving Learning from Label proportions by Reducing the Feature Dimensionality.","display_name":"Improving Learning from Label proportions by Reducing the Feature Dimensionality.","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2898814946","mag":"2898814946"},"language":"en","primary_location":{"id":"mag:2898814946","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/gbcic/gbcic2017.html#HubnerKVT17","pdf_url":null,"source":{"id":"https://openalex.org/S4306511166","display_name":"GBCIC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"GBCIC","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5027614599","display_name":"David H\u00fcbner","orcid":"https://orcid.org/0000-0003-4085-9154","observed_orcids":["https://orcid.org/0000-0003-4085-9154"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David H\u00fcbner","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4085-9154","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031762940","display_name":"Pieter-Jan Kindermans","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pieter-Jan Kindermans","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059193265","display_name":"Thibault Verhoeven","orcid":"https://orcid.org/0000-0002-2562-2856","observed_orcids":["https://orcid.org/0000-0002-2562-2856"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thibault Verhoeven","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2562-2856","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5067573169","display_name":"Michael Tangermann","orcid":"https://orcid.org/0000-0001-6729-0290","observed_orcids":["https://orcid.org/0000-0001-6729-0290"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Tangermann","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6729-0290","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1443,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.509033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.7318999767303467,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.7318999767303467,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.17090000212192535,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.02889999933540821,"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/label-proportions","display_name":"label proportions","score":0.9010000228881836},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.8579999804496765},{"id":"https://openalex.org/keywords/semi-supervised-learning","display_name":"semi-supervised learning","score":0.781000018119812},{"id":"https://openalex.org/keywords/noisy-labels","display_name":"label noise","score":0.4909999966621399},{"id":"https://openalex.org/keywords/learning-from-label-proportions","display_name":"learning from label proportions","score":0.42899999022483826}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6152061223983765},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5570573806762695},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4815576374530792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4570905566215515},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2898814946","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/gbcic/gbcic2017.html#HubnerKVT17","pdf_url":null,"source":{"id":"https://openalex.org/S4306511166","display_name":"GBCIC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"GBCIC","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1518655166","https://openalex.org/W1607038179","https://openalex.org/W2003621157","https://openalex.org/W2015092473","https://openalex.org/W2046709760","https://openalex.org/W2075647286","https://openalex.org/W2100435143","https://openalex.org/W2141333870","https://openalex.org/W2161979817","https://openalex.org/W2241794741","https://openalex.org/W2580413694","https://openalex.org/W2596668836"],"related_works":["https://openalex.org/W6991797704","https://openalex.org/W7197014516","https://openalex.org/W2406675335","https://openalex.org/W7047501623","https://openalex.org/W2590116607","https://openalex.org/W2731038538","https://openalex.org/W2916128154","https://openalex.org/W3043462021","https://openalex.org/W7133202629","https://openalex.org/W4415796084"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-10-10T17:16:08.811792","created_date":"2018-11-09T00:00:00"}