{"id":"https://openalex.org/W1567068365","doi":"https://doi.org/10.1007/11867661_46","title":"The Class Imbalance Problem in TLC Image Classification","display_name":"The Class Imbalance Problem in TLC Image Classification","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W1567068365","doi":"https://doi.org/10.1007/11867661_46","mag":"1567068365"},"language":"en","primary_location":{"id":"doi:10.1007/11867661_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11867661_46","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/A5090258682","display_name":"Ant\u00f3nio V. Sousa","orcid":"https://orcid.org/0000-0003-2015-7980"},"institutions":[{"id":"https://openalex.org/I4392738089","display_name":"Instituto Superior de Engenharia do Porto","ror":"https://ror.org/04h7zpy51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738089","https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Ant\u00f3nio V. Sousa","raw_affiliation_strings":["Instituto Superior de Engenharia do Porto, Rua Dr. Ant\u00f3nio Bernardino de Almeida 431, 4200-072, Porto, Portugal","Instituto de Engenharia Biom\u00e9dica, Rua Roberto Frias, 4200-465, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto Superior de Engenharia do Porto, Rua Dr. Ant\u00f3nio Bernardino de Almeida 431, 4200-072, Porto, Portugal","institution_ids":["https://openalex.org/I4392738089"]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica, Rua Roberto Frias, 4200-465, Porto, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020399763","display_name":"Ana Maria Mendonc\u0328a","orcid":"https://orcid.org/0000-0002-4319-738X"},"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":"Ana Maria Mendon\u00e7a","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto, Rua Roberto Frias, 4200-465, Porto, Portugal","Instituto de Engenharia Biom\u00e9dica, Rua Roberto Frias, 4200-465, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto, Rua Roberto Frias, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica, Rua Roberto Frias, 4200-465, Porto, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081534736","display_name":"Aur\u00e9lio Campilho","orcid":"https://orcid.org/0000-0002-5317-6275"},"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":"Aur\u00e9lio Campilho","raw_affiliation_strings":["Faculdade de Engenharia da Universidade do Porto, Rua Roberto Frias, 4200-465, Porto, Portugal","Faculty of Engineering, Institute of Biomedical Engineering, Rua Dr. Roberto Frias, University of Porto, 4200-465, Porto, Portugal","Instituto de Engenharia Biom\u00e9dica, Rua Roberto Frias, 4200-465, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Faculdade de Engenharia da Universidade do Porto, Rua Roberto Frias, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Faculty of Engineering, Institute of Biomedical Engineering, Rua Dr. Roberto Frias, University of Porto, 4200-465, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"Instituto de Engenharia Biom\u00e9dica, Rua Roberto Frias, 4200-465, Porto, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090258682"],"corresponding_institution_ids":["https://openalex.org/I4392738089"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3022,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56375307,"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":"513","last_page":"523"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9921000003814697,"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":0.9921000003814697,"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":0.9175000190734863,"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/undersampling","display_name":"Undersampling","score":0.9674397706985474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7909343242645264},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6996535658836365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6830359697341919},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6722919940948486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6487013101577759},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5207874178886414},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4410734176635742},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3698941469192505},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3621217608451843}],"concepts":[{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.9674397706985474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7909343242645264},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6996535658836365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6830359697341919},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6722919940948486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6487013101577759},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5207874178886414},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4410734176635742},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3698941469192505},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3621217608451843}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/11867661_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11867661_46","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W42722137","https://openalex.org/W129457532","https://openalex.org/W1563938718","https://openalex.org/W1575747189","https://openalex.org/W1580049798","https://openalex.org/W1588282782","https://openalex.org/W1605695115","https://openalex.org/W1965895350","https://openalex.org/W2053724458","https://openalex.org/W2058732827","https://openalex.org/W2085989833","https://openalex.org/W2114625253","https://openalex.org/W2122591164","https://openalex.org/W2148143831","https://openalex.org/W2163270728","https://openalex.org/W2170939707","https://openalex.org/W2494114107","https://openalex.org/W2951911250","https://openalex.org/W3159425201","https://openalex.org/W4229940379","https://openalex.org/W4245454265"],"related_works":["https://openalex.org/W2109073422","https://openalex.org/W2887783772","https://openalex.org/W2101754595","https://openalex.org/W4249381695","https://openalex.org/W2534887053","https://openalex.org/W2026172757","https://openalex.org/W80466363","https://openalex.org/W2005234362","https://openalex.org/W2162970382","https://openalex.org/W1997235926"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
