{"id":"https://openalex.org/W1971111383","doi":"https://doi.org/10.1007/s11063-014-9376-3","title":"An Efficient Over-sampling Approach Based on Mean Square Error Back-propagation for Dealing with the Multi-class Imbalance Problem","display_name":"An Efficient Over-sampling Approach Based on Mean Square Error Back-propagation for Dealing with the Multi-class Imbalance Problem","publication_year":2014,"publication_date":"2014-08-16","ids":{"openalex":"https://openalex.org/W1971111383","doi":"https://doi.org/10.1007/s11063-014-9376-3","mag":"1971111383"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-014-9376-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-014-9376-3","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","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/A5022806095","display_name":"R. Alejo","orcid":"https://orcid.org/0000-0002-7580-3305"},"institutions":[{"id":"https://openalex.org/I4400573225","display_name":"Tecnol\u00f3gico de Estudios Superiores de Jocotitl\u00e1n","ror":"https://ror.org/02kry3y94","country_code":null,"type":"education","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4400573225","https://openalex.org/I4413696010"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"R. Alejo","raw_affiliation_strings":["Tecnol\u00f3gico de Estudios Superiores de Jocotitl\u00e1n, Carretera Toluca-Atlacomulco KM. 44.8, Ejido de San Juan y San Agust\u00edn, 50700, Jocotitl\u00e1n, Mexico","Tecnol\u00f3gico de Estudios Superiores de Jocotitl\u00e1n, Carretera Toluca-Atlacomulco KM. 44.8, Jocotitl\u00e1n, Mexico 50700#TAB#"],"affiliations":[{"raw_affiliation_string":"Tecnol\u00f3gico de Estudios Superiores de Jocotitl\u00e1n, Carretera Toluca-Atlacomulco KM. 44.8, Ejido de San Juan y San Agust\u00edn, 50700, Jocotitl\u00e1n, Mexico","institution_ids":["https://openalex.org/I4400573225"]},{"raw_affiliation_string":"Tecnol\u00f3gico de Estudios Superiores de Jocotitl\u00e1n, Carretera Toluca-Atlacomulco KM. 44.8, Jocotitl\u00e1n, Mexico 50700#TAB#","institution_ids":["https://openalex.org/I4400573225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078458889","display_name":"Vicente Garc\u00eda","orcid":"https://orcid.org/0000-0003-2820-2918"},"institutions":[{"id":"https://openalex.org/I114756412","display_name":"Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez","ror":"https://ror.org/05fj8cf83","country_code":"MX","type":"education","lineage":["https://openalex.org/I114756412"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"V. Garc\u00eda","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Instituto de Ingenier\u00eda y Tecnolog\u00eda, Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez, Av. del Charro 450 Norte, 32310, Ciudad Ju\u00e1rez, Chihuahua, Mexico","Department of Electrical and Computer Engineering, Instituto de Ingenier\u00eda y Tecnolog\u00eda, Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez, Ciudad Ju\u00e1rez, Mexico 32310#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Instituto de Ingenier\u00eda y Tecnolog\u00eda, Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez, Av. del Charro 450 Norte, 32310, Ciudad Ju\u00e1rez, Chihuahua, Mexico","institution_ids":["https://openalex.org/I114756412"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Instituto de Ingenier\u00eda y Tecnolog\u00eda, Universidad Aut\u00f3noma de Ciudad Ju\u00e1rez, Ciudad Ju\u00e1rez, Mexico 32310#TAB#","institution_ids":["https://openalex.org/I114756412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108705491","display_name":"J. H. Pacheco\u2010S\u00e1nchez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165487","display_name":"Instituto Tecnol\u00f3gico de Toluca","ror":"https://ror.org/05s142056","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210165487"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. H. Pacheco-S\u00e1nchez","raw_affiliation_strings":["Instituto Tecnol\u00f3gico de Toluca, Av. Tecnol\u00f3gico s/n Ex-Rancho La Virgen, 52140, Metepec, Mexico","Instituto Tecnol\u00f3gico de Toluca, Metepec, Mexico 52140#TAB#"],"affiliations":[{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Toluca, Av. Tecnol\u00f3gico s/n Ex-Rancho La Virgen, 52140, Metepec, Mexico","institution_ids":["https://openalex.org/I4210165487"]},{"raw_affiliation_string":"Instituto Tecnol\u00f3gico de Toluca, Metepec, Mexico 52140#TAB#","institution_ids":["https://openalex.org/I4210165487"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022806095"],"corresponding_institution_ids":["https://openalex.org/I4400573225"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.8156,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.93623329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"42","issue":"3","first_page":"603","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9771999716758728,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9746999740600586,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7310345768928528},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6638836860656738},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6444180607795715},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6346005797386169},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6195124387741089},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6166804432868958},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5946668982505798},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5517199635505676},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5422481298446655},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.49312135577201843},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.4831075668334961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44564688205718994},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3993796706199646},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38256824016571045},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3756217062473297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18688863515853882},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1341051459312439}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7310345768928528},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6638836860656738},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6444180607795715},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6346005797386169},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6195124387741089},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6166804432868958},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5946668982505798},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5517199635505676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5422481298446655},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.49312135577201843},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.4831075668334961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44564688205718994},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3993796706199646},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38256824016571045},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3756217062473297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18688863515853882},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1341051459312439},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-014-9376-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-014-9376-3","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W27366642","https://openalex.org/W144784517","https://openalex.org/W1533970595","https://openalex.org/W1565746575","https://openalex.org/W1873332500","https://openalex.org/W1912982817","https://openalex.org/W1941659294","https://openalex.org/W1948203804","https://openalex.org/W1969379075","https://openalex.org/W1974079881","https://openalex.org/W1993220166","https://openalex.org/W2000950277","https://openalex.org/W2001536048","https://openalex.org/W2013262041","https://openalex.org/W2024223694","https://openalex.org/W2030168984","https://openalex.org/W2059298461","https://openalex.org/W2063867591","https://openalex.org/W2065358485","https://openalex.org/W2082344779","https://openalex.org/W2104933073","https://openalex.org/W2111164709","https://openalex.org/W2114968414","https://openalex.org/W2118881645","https://openalex.org/W2118978333","https://openalex.org/W2119191234","https://openalex.org/W2122344396","https://openalex.org/W2123458540","https://openalex.org/W2124710650","https://openalex.org/W2124776405","https://openalex.org/W2132791018","https://openalex.org/W2140898374","https://openalex.org/W2142402086","https://openalex.org/W2148143831","https://openalex.org/W2158698691","https://openalex.org/W2168515294","https://openalex.org/W2170612159","https://openalex.org/W2914484425","https://openalex.org/W3000621674","https://openalex.org/W3120740533","https://openalex.org/W4234643200","https://openalex.org/W4238404964","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4239286941","https://openalex.org/W2088845016","https://openalex.org/W589102260","https://openalex.org/W1966421350","https://openalex.org/W1868434454","https://openalex.org/W4366985237","https://openalex.org/W4367365565","https://openalex.org/W2810569973","https://openalex.org/W2128396103","https://openalex.org/W4366984740"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":10},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}