{"id":"https://openalex.org/W7127042103","doi":"https://doi.org/10.1007/978-3-032-11358-0_16","title":"Evaluation of\u00a0Probabilistic Data Augmentation Models for\u00a0Emotion Detection","display_name":"Evaluation of\u00a0Probabilistic Data Augmentation Models for\u00a0Emotion Detection","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127042103","doi":"https://doi.org/10.1007/978-3-032-11358-0_16"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-11358-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-11358-0_16","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/A5124700423","display_name":"Ireimis Leguen-de-Varona","orcid":null},"institutions":[{"id":"https://openalex.org/I78807220","display_name":"University of Camag\u00fcey","ror":"https://ror.org/040qyzk67","country_code":"CU","type":"education","lineage":["https://openalex.org/I78807220"]}],"countries":["CU"],"is_corresponding":true,"raw_author_name":"Ireimis Leguen-de-Varona","raw_affiliation_strings":["University of Camag\u00fcey \u201cIgnacio Agramonte Loynaz\u201d, Camag\u00fcey, Cuba"],"raw_orcid":"https://orcid.org/0000-0002-1886-7644","affiliations":[{"raw_affiliation_string":"University of Camag\u00fcey \u201cIgnacio Agramonte Loynaz\u201d, Camag\u00fcey, Cuba","institution_ids":["https://openalex.org/I78807220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089901040","display_name":"Julio Madera","orcid":"https://orcid.org/0000-0001-5551-690X"},"institutions":[{"id":"https://openalex.org/I78807220","display_name":"University of Camag\u00fcey","ror":"https://ror.org/040qyzk67","country_code":"CU","type":"education","lineage":["https://openalex.org/I78807220"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Julio Madera","raw_affiliation_strings":["University of Camag\u00fcey \u201cIgnacio Agramonte Loynaz\u201d, Camag\u00fcey, Cuba"],"raw_orcid":"https://orcid.org/0000-0001-5551-690X","affiliations":[{"raw_affiliation_string":"University of Camag\u00fcey \u201cIgnacio Agramonte Loynaz\u201d, Camag\u00fcey, Cuba","institution_ids":["https://openalex.org/I78807220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124713796","display_name":"Alfredo Sim\u00f3n-Cuevas","orcid":null},"institutions":[{"id":"https://openalex.org/I908025542","display_name":"Polytechnic Jos\u00e9 Antonio Echeverr\u00eda","ror":"https://ror.org/0573cnq15","country_code":"CU","type":"education","lineage":["https://openalex.org/I908025542"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Alfredo Simon-Cuevas","raw_affiliation_strings":["Technological University of Havana \u201cJos\u00e9 Antonio Echeverr\u00eda\u201d, CUJAE, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0002-6776-9434","affiliations":[{"raw_affiliation_string":"Technological University of Havana \u201cJos\u00e9 Antonio Echeverr\u00eda\u201d, CUJAE, Havana, Cuba","institution_ids":["https://openalex.org/I908025542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124716476","display_name":"Leonardo Lastre Figueroa","orcid":null},"institutions":[{"id":"https://openalex.org/I78807220","display_name":"University of Camag\u00fcey","ror":"https://ror.org/040qyzk67","country_code":"CU","type":"education","lineage":["https://openalex.org/I78807220"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Leonardo Lastre Figueroa","raw_affiliation_strings":["University of Camag\u00fcey \u201cIgnacio Agramonte Loynaz\u201d, Camag\u00fcey, Cuba"],"raw_orcid":"https://orcid.org/0009-0009-1526-0108","affiliations":[{"raw_affiliation_string":"University of Camag\u00fcey \u201cIgnacio Agramonte Loynaz\u201d, Camag\u00fcey, Cuba","institution_ids":["https://openalex.org/I78807220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124740475","display_name":"Yoan Mart\u00ednez-L\u00f3pez","orcid":null},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]},{"id":"https://openalex.org/I67327644","display_name":"Cordoba University","ror":"https://ror.org/01d5zhz86","country_code":"US","type":"education","lineage":["https://openalex.org/I67327644"]}],"countries":["ES","US"],"is_corresponding":false,"raw_author_name":"Yoan Mart\u00ednez-L\u00f3pez","raw_affiliation_strings":["University of Cordoba and Pl\u00e9nitas, C/ Le Corbusier s/n, 14005, C\u00f3rdoba, Spain"],"raw_orcid":"https://orcid.org/0000-0002-1950-567X","affiliations":[{"raw_affiliation_string":"University of Cordoba and Pl\u00e9nitas, C/ Le Corbusier s/n, 14005, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688","https://openalex.org/I67327644"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5124700423"],"corresponding_institution_ids":["https://openalex.org/I78807220"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35471742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.5067999958992004,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.5067999958992004,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.1324000060558319,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.12620000541210175,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7092999815940857},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.5437999963760376},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.42179998755455017},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4187000095844269},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.39430001378059387},{"id":"https://openalex.org/keywords/covariance-matrix","display_name":"Covariance matrix","score":0.39160001277923584},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.37950000166893005},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.3790999948978424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8652999997138977},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7092999815940857},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.588699996471405},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.5437999963760376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45080000162124634},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.42179998755455017},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4187000095844269},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.39430001378059387},{"id":"https://openalex.org/C185142706","wikidata":"https://www.wikidata.org/wiki/Q1134404","display_name":"Covariance matrix","level":2,"score":0.39160001277923584},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.37950000166893005},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.3790999948978424},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.3776000142097473},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.335999995470047},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.3199999928474426},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C149441793","wikidata":"https://www.wikidata.org/wiki/Q200726","display_name":"Probability distribution","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2831999957561493},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.27790001034736633},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.2531999945640564},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-11358-0_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-11358-0_16","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":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.789453387260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1993220166","https://openalex.org/W2132791018","https://openalex.org/W2148143831","https://openalex.org/W2171141701","https://openalex.org/W3193291778","https://openalex.org/W4389955012","https://openalex.org/W4408747300"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-03T00:00:00"}