{"id":"https://openalex.org/W4312840526","doi":"https://doi.org/10.1007/978-3-031-19496-2_8","title":"Evaluation of\u00a0a\u00a0New Representation for\u00a0Noise Reduction in\u00a0Distant Supervision","display_name":"Evaluation of\u00a0a\u00a0New Representation for\u00a0Noise Reduction in\u00a0Distant Supervision","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312840526","doi":"https://doi.org/10.1007/978-3-031-19496-2_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-19496-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19496-2_8","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":true,"oa_status":"green","oa_url":"https://research.birmingham.ac.uk/en/publications/f36dc814-f811-442c-b242-55c4a0443cac","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5035226259","display_name":"Juan-Luis Garc\u00eda-Mendoza","orcid":"https://orcid.org/0000-0002-8165-9661"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Juan-Luis Garc\u00eda-Mendoza","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053929522","display_name":"Luis Villase\u00f1or-Pineda","orcid":"https://orcid.org/0000-0003-1294-9128"},"institutions":[{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Luis Villase\u00f1or-Pineda","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Puebla, Mexico"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051885442","display_name":"Davide Buscaldi","orcid":"https://orcid.org/0000-0003-1112-3789"},"institutions":[{"id":"https://openalex.org/I4210091279","display_name":"Universit\u00e9 Sorbonne Paris Nord","ror":"https://ror.org/0199hds37","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210091279"]},{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Davide Buscaldi","raw_affiliation_strings":["Universit\u00e9 Sorbonne Paris Nord, LIPN, Villetaneuse, France"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Sorbonne Paris Nord, LIPN, Villetaneuse, France","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210156583","https://openalex.org/I4210091279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024559982","display_name":"L\u00e1zaro Bustio-Mart\u00ednez","orcid":"https://orcid.org/0000-0002-0273-0520"},"institutions":[{"id":"https://openalex.org/I205571821","display_name":"Ibero American University","ror":"https://ror.org/05vss7635","country_code":"MX","type":"education","lineage":["https://openalex.org/I205571821"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"L\u00e1zaro Bustio-Mart\u00ednez","raw_affiliation_strings":["Universidad Iberoamericana, DEII, CDMX, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Iberoamericana, DEII, CDMX, Mexico","institution_ids":["https://openalex.org/I205571821"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052083259","display_name":"Felipe Orihuela\u2010Espina","orcid":"https://orcid.org/0000-0001-8963-7283"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]},{"id":"https://openalex.org/I39824353","display_name":"National Institute of Astrophysics, Optics and Electronics","ror":"https://ror.org/00bpmmc63","country_code":"MX","type":"facility","lineage":["https://openalex.org/I39824353"]}],"countries":["GB","MX"],"is_corresponding":false,"raw_author_name":"Felipe Orihuela-Espina","raw_affiliation_strings":["Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Puebla, Mexico","University of Birmigham, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"Instituto Nacional de Astrof\u00edsica, \u00d3ptica y Electr\u00f3nica (INAOE), Puebla, Mexico","institution_ids":["https://openalex.org/I39824353"]},{"raw_affiliation_string":"University of Birmigham, Birmingham, UK","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5035226259"],"corresponding_institution_ids":["https://openalex.org/I39824353"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3429,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.64787984,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"101","last_page":"113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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/T10028","display_name":"Topic Modeling","score":0.9987999796867371,"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/T11719","display_name":"Data Quality and Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9980999827384949,"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":0.8434114456176758},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.7451193332672119},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6834039688110352},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6335333585739136},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6272196769714355},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5819152593612671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5751078128814697},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5718545913696289},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5460042357444763},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.5403367280960083},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5203506350517273},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4421222507953644},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.42337632179260254},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41456297039985657},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3335036337375641},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24908173084259033},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19831272959709167},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.18914636969566345},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1128779947757721}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8434114456176758},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7451193332672119},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6834039688110352},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6335333585739136},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6272196769714355},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5819152593612671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5751078128814697},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5718545913696289},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5460042357444763},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.5403367280960083},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5203506350517273},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4421222507953644},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.42337632179260254},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41456297039985657},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3335036337375641},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24908173084259033},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19831272959709167},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.18914636969566345},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1128779947757721},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-031-19496-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-19496-2_8","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:pure.atira.dk:openaire_cris_publications/f36dc814-f811-442c-b242-55c4a0443cac","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/f36dc814-f811-442c-b242-55c4a0443cac","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garc\u00eda-Mendoza, J L, Villase\u00f1or-Pineda, L, Buscaldi, D, Bustio-Mart\u00ednez, L & Orihuela-Espina, F 2022, Evaluation of a new representation for noise reduction in distant supervision. in O Pichardo Lagunas, B Mart\u00ednez Seis & J Mart\u00ednez-Miranda (eds), Advances in Computational Intelligence : 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings, Part II. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13613 LNAI, Springer, pp. 101-113, 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, 24/10/22. https://doi.org/10.1007/978-3-031-19496-2_8","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.atira.dk:publications/f36dc814-f811-442c-b242-55c4a0443cac","is_oa":true,"landing_page_url":"https://birmingham.elsevierpure.com/en/publications/f36dc814-f811-442c-b242-55c4a0443cac","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garc\u00eda-Mendoza, J L, Villase\u00f1or-Pineda, L, Buscaldi, D, Bustio-Mart\u00ednez, L & Orihuela-Espina, F 2022, Evaluation of a new representation for noise reduction in distant supervision. in O Pichardo Lagunas, B Mart\u00ednez Seis & J Mart\u00ednez-Miranda (eds), Advances in Computational Intelligence : 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings, Part II. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13613 LNAI, Springer, pp. 101-113, 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, 24/10/22. https://doi.org/10.1007/978-3-031-19496-2_8","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:spiral.imperial.ac.uk:10044/1/104859","is_oa":false,"landing_page_url":"http://hdl.handle.net/10044/1/104859","pdf_url":null,"source":{"id":"https://openalex.org/S4306401396","display_name":"Spiral (Imperial College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I47508984","host_organization_name":"Imperial College London","host_organization_lineage":["https://openalex.org/I47508984"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"21st Mexican International Conference on Artificial Intelligence, MICAI 2022","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/f36dc814-f811-442c-b242-55c4a0443cac","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/f36dc814-f811-442c-b242-55c4a0443cac","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Garc\u00eda-Mendoza, J L, Villase\u00f1or-Pineda, L, Buscaldi, D, Bustio-Mart\u00ednez, L & Orihuela-Espina, F 2022, Evaluation of a new representation for noise reduction in distant supervision. in O Pichardo Lagunas, B Mart\u00ednez Seis & J Mart\u00ednez-Miranda (eds), Advances in Computational Intelligence : 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings, Part II. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13613 LNAI, Springer, pp. 101-113, 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, 24/10/22. https://doi.org/10.1007/978-3-031-19496-2_8","raw_type":"contributionToPeriodical"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W199035648","https://openalex.org/W569478347","https://openalex.org/W1242748811","https://openalex.org/W1604644367","https://openalex.org/W2068737686","https://openalex.org/W2099779943","https://openalex.org/W2107598941","https://openalex.org/W2144182447","https://openalex.org/W2145222333","https://openalex.org/W2150593711","https://openalex.org/W2162340487","https://openalex.org/W2215206286","https://openalex.org/W2251135946","https://openalex.org/W2296719434","https://openalex.org/W2515462165","https://openalex.org/W2604610161","https://openalex.org/W2800905795","https://openalex.org/W2889029893","https://openalex.org/W2891177506","https://openalex.org/W2891417293","https://openalex.org/W2901387348","https://openalex.org/W2931010691","https://openalex.org/W2973088264","https://openalex.org/W3157022402","https://openalex.org/W4200070673"],"related_works":["https://openalex.org/W4287995534","https://openalex.org/W2998168123","https://openalex.org/W2594268324","https://openalex.org/W3156260480","https://openalex.org/W3173358655","https://openalex.org/W3048709138","https://openalex.org/W4312840526","https://openalex.org/W4322013155","https://openalex.org/W4375869194","https://openalex.org/W4283779161"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}