{"id":"https://openalex.org/W3127547512","doi":null,"title":"Missing Image Data Imputation using Variational Autoencoders with Weighted Loss.","display_name":"Missing Image Data Imputation using Variational Autoencoders with Weighted Loss.","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3127547512","mag":"3127547512"},"language":"en","primary_location":{"id":"mag:3127547512","doi":null,"is_oa":false,"landing_page_url":"https://www.esann.org/sites/default/files/proceedings/2020/ES2020-193.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306421047","display_name":"The European Symposium on Artificial Neural Networks","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"The European Symposium on Artificial Neural Networks","raw_type":null},"volume":null,"type":"conference-paper","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/A5056906264","display_name":"Ricardo Cardoso Pereira","orcid":"https://orcid.org/0000-0003-1735-0771","observed_orcids":["https://orcid.org/0000-0003-1735-0771"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ricardo Cardoso Pereira","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0003-1735-0771","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064644041","display_name":"Joana Cristo Santos","orcid":"https://orcid.org/0000-0002-7885-9697","observed_orcids":["https://orcid.org/0000-0002-7885-9697"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joana Cristo Santos","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-7885-9697","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019780158","display_name":"Jos\u00e9 Pereira Amorim","orcid":"https://orcid.org/0000-0002-9477-0078","observed_orcids":["https://orcid.org/0000-0002-9477-0078"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Pereira Amorim","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9477-0078","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045522817","display_name":"Pedro Pereira Rodrigues","orcid":"https://orcid.org/0000-0001-7867-6682","observed_orcids":["https://orcid.org/0000-0001-7867-6682"]},"institutions":[{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Pereira Rodrigues","raw_affiliation_strings":["Universidade do Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0001-7867-6682","affiliations":[{"raw_affiliation_string":"Universidade do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065859612","display_name":"Pedro Henriques Abreu","orcid":"https://orcid.org/0000-0002-9278-8194","observed_orcids":["https://orcid.org/0000-0002-9278-8194"]},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Henriques Abreu","raw_affiliation_strings":["University of Coimbra, Coimbra, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9278-8194","affiliations":[{"raw_affiliation_string":"University of Coimbra, Coimbra, Portugal","institution_ids":["https://openalex.org/I76903346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1472,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.40176546,"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":"475","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.8690999746322632,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.8690999746322632,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.03720000013709068,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.016300000250339508,"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/image-inpainting","display_name":"image inpainting","score":0.7680000066757202},{"id":"https://openalex.org/keywords/variational-autoencoder","display_name":"variational autoencoder","score":0.9020000100135803},{"id":"https://openalex.org/keywords/weighted-loss","display_name":"weighted loss","score":0.9089999794960022},{"id":"https://openalex.org/keywords/missing-data-imputation","display_name":"missing data imputation","score":0.703000009059906}],"concepts":[{"id":"https://openalex.org/C58041806","wikidata":"https://www.wikidata.org/wiki/Q1660484","display_name":"Imputation (statistics)","level":3,"score":0.7443898916244507},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.6464906930923462},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6120898127555847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5830932259559631},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49642664194107056},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4518142342567444},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33138933777809143},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23761016130447388}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:3127547512","doi":null,"is_oa":false,"landing_page_url":"https://www.esann.org/sites/default/files/proceedings/2020/ES2020-193.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306421047","display_name":"The European Symposium on Artificial Neural Networks","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":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"The European Symposium on Artificial Neural Networks","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2510850936","https://openalex.org/W2897574832","https://openalex.org/W2963573392","https://openalex.org/W2963925452"],"related_works":["https://openalex.org/W4286469966","https://openalex.org/W7107948146","https://openalex.org/W6931487469","https://openalex.org/W3084268029","https://openalex.org/W2902584641","https://openalex.org/W3157921553","https://openalex.org/W3128839261","https://openalex.org/W2921192257","https://openalex.org/W2948559147","https://openalex.org/W105489136"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2021-02-15T00:00:00"}
