{"id":"https://openalex.org/W3048067220","doi":"https://doi.org/10.1007/978-3-030-53036-5_28","title":"Data Augmentation Using Gaussian Mixture Model on CSV Files","display_name":"Data Augmentation Using Gaussian Mixture Model on CSV Files","publication_year":2020,"publication_date":"2020-08-06","ids":{"openalex":"https://openalex.org/W3048067220","doi":"https://doi.org/10.1007/978-3-030-53036-5_28","mag":"3048067220"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-53036-5_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-53036-5_28","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5102995840","display_name":"Ashish Arora","orcid":"https://orcid.org/0000-0002-0530-2388"},"institutions":[{"id":"https://openalex.org/I4210152718","display_name":"Indian Institute of Technology Dharwad","ror":"https://ror.org/0509djg30","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210152718"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashish Arora","raw_affiliation_strings":["Indian Institute of Technology Dharwad, Dharwad, India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Dharwad, Dharwad, India","institution_ids":["https://openalex.org/I4210152718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090595100","display_name":"Niloufar Shoeibi","orcid":"https://orcid.org/0000-0003-4171-1653"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Niloufar Shoeibi","raw_affiliation_strings":["BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018761684","display_name":"Vishwani Sati","orcid":null},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vishwani Sati","raw_affiliation_strings":["Amity School of Engineering and Technology, Amity University, Noida, India"],"affiliations":[{"raw_affiliation_string":"Amity School of Engineering and Technology, Amity University, Noida, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030052314","display_name":"Alfonso Gonz\u00e1lez\u2010Briones","orcid":"https://orcid.org/0000-0002-3444-4393"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]},{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alfonso Gonz\u00e1lez-Briones","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub (Spain), Carbajosa de la Sagrada, 37188, Salamanca, Spain","BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","Research Group on Agent-Based, Social and Interdisciplinary Applications (GRASIA), Complutense University of Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub (Spain), Carbajosa de la Sagrada, 37188, Salamanca, Spain","institution_ids":[]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]},{"raw_affiliation_string":"Research Group on Agent-Based, Social and Interdisciplinary Applications (GRASIA), Complutense University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110593286","display_name":"Pablo Chamoso","orcid":"https://orcid.org/0000-0001-5109-3583"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo Chamoso","raw_affiliation_strings":["Air Institute, IoT Digital Innovation Hub (Spain), Carbajosa de la Sagrada, 37188, Salamanca, Spain","BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"Air Institute, IoT Digital Innovation Hub (Spain), Carbajosa de la Sagrada, 37188, Salamanca, Spain","institution_ids":[]},{"raw_affiliation_string":"BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037077763","display_name":"Emilio Corchado","orcid":"https://orcid.org/0000-0001-8560-3991"},"institutions":[{"id":"https://openalex.org/I184999862","display_name":"Universidad de Salamanca","ror":"https://ror.org/02f40zc51","country_code":"ES","type":"education","lineage":["https://openalex.org/I184999862"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Emilio Corchado","raw_affiliation_strings":["BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain"],"affiliations":[{"raw_affiliation_string":"BISITE Research Group, University of Salamanca. Edificio I+D+i, Calle Espejo 2, 37007, Salamanca, Spain","institution_ids":["https://openalex.org/I184999862"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5090595100","https://openalex.org/A5102995840"],"corresponding_institution_ids":["https://openalex.org/I184999862","https://openalex.org/I4210152718"],"apc_list":null,"apc_paid":null,"fwci":1.0079,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85198435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"258","last_page":"265"},"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":0.9948999881744385,"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":0.9948999881744385,"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/T10862","display_name":"AI in cancer detection","score":0.9925000071525574,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9853000044822693,"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/overfitting","display_name":"Overfitting","score":0.9251812696456909},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7022348046302795},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.6410849094390869},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5673105120658875},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5472214221954346},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5032019019126892},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.49828338623046875},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.485198050737381},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.46622470021247864},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45645639300346375},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.4558611512184143},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4155704081058502},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.408927321434021}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.9251812696456909},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7022348046302795},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.6410849094390869},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5673105120658875},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5472214221954346},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5032019019126892},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.49828338623046875},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.485198050737381},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.46622470021247864},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45645639300346375},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.4558611512184143},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4155704081058502},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.408927321434021},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-53036-5_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-53036-5_28","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1728842521","https://openalex.org/W1964468475","https://openalex.org/W1985690171","https://openalex.org/W2101234009","https://openalex.org/W2794022343","https://openalex.org/W2852300932","https://openalex.org/W2942071898","https://openalex.org/W2949837874","https://openalex.org/W2950678177","https://openalex.org/W2951041248","https://openalex.org/W2952139295","https://openalex.org/W2954273012","https://openalex.org/W2954289080","https://openalex.org/W2955720224","https://openalex.org/W2966674577","https://openalex.org/W2986116824","https://openalex.org/W2992245519","https://openalex.org/W6600077625","https://openalex.org/W6694802838","https://openalex.org/W6827353395"],"related_works":["https://openalex.org/W1598110435","https://openalex.org/W2548184953","https://openalex.org/W1528914981","https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W3042518613","https://openalex.org/W3015304056","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W2280377497"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
