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Computer vision algorithms, e.g. for face recognition, favour groups of individuals that are better represented in the training data. This happens because of the generalization that classifiers have to make. It is simpler to fit the majority groups a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=od______1032::2ad9fdd9412c4d9a9c7634e34d07efda
http://hdl.handle.net/10044/1/91929
http://hdl.handle.net/10044/1/91929
Autor:
Nyasulu, J. C. Y., Siddiqi, DA, Seedat, S., Bantjes, J., Udedi, M., Gondwe, S., Kambale, S., Mkandawire, M., Silungwe, N., Hendricks, LA, Maposa, I., Vumu, J., Skinner, D.
Publikováno v:
SAMJ: South African Medical Journal; May2024, Vol. 114 Issue 5, p13-14, 2p
Akademický článek
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Akademický článek
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Akademický článek
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Autor:
Nyasulu JCY; Division of Health Systems and Public Health, Department of Global Health, Faculty of Clinical Medicine, Stellenbosch University, Cape Town, South Africa, and Health Systems Strengthening, AFRIQUIP, Johannesburg, South Africa. jnyasulu@sun.ac.za., Siddiqi DA; Maternal and Child Health, IRD Global, The Great Room, Singapore. danya.arif@ird.global., Seedat S; Department of Psychiatry, Faculty of Clinical Medicine, Stellenbosch University, Cape Town, South Africa. sseedat@sun.ac.za., Bantjies J; Mental health, Alcohol, Substance use, and Tobacco (MAST) Research Unit, South African Medical Research Council, Cape Town, South Africa. jbantjes@sun.ac.za., Udedi M; Division of NCDs and Mental Health, Department of Curative and Medical Rehabilitation Services, Ministry of Health, Malawi. mphatsoudedi@yahoo.co.uk., Gondwe S; Saint John of God Hospitaller Services, Mzuzu, Malawi. saulos.gondwe@sjog.mw., Kambale S; Saint John of God Hospitaller Services, Mzuzu, Malawi. kambales@who.int., Mkandawire M; Youth Network and Counselling (YONECO), Zomba, Malawi. macbainmkandawire@yoneco.org.mw., Silungwe N; Youth Network and Counselling (YONECO), Zomba, Malawi. ndumanene.silungwe@sjog.mw., Hendricks LA; Division of Health Systems and Public Health, Department of Global Health, Faculty of Clinical Medicine, Stellenbosch University, Cape Town, South Africa. lynnah@sun.ac.za., Maposa I; Division Epidemiology and Biostatistics, Department of Global Health, Faculty of Clinical Medicine, Stellenbosch University, Cape Town, South Africa. IMaposa@sun.ac.za., Vumu J; Livingstonia Synode Aids Projecy, Ekwendeni, Malawi. jonathanvumu@lisap.org.mw., Skinner D; Division of Health Systems and Public Health, Department of Global Health, Faculty of Clinical Medicine, Stellenbosch University, Cape Town, South Africa. dskinner@sun.ac.za.
Publikováno v:
South African medical journal = Suid-Afrikaanse tydskrif vir geneeskunde [S Afr Med J] 2024 May 09; Vol. 114 (5), pp. e2000. Date of Electronic Publication: 2024 May 09.
Autor:
Hendricks LA; Centre for Evidence Based Health Care, Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town 3000, South Africa.; Research Group SoMeTHin'K (Social, Methodological and Theoretical Innovation/Kreative), Faculty of Social Sciences, Katholieke Universiteit, 3000 Leuven, Belgium., Young T; Centre for Evidence Based Health Care, Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town 3000, South Africa., Van Wyk SS; Centre for Evidence Based Health Care, Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town 3000, South Africa., Matheï C; Department of Public Health and Primary Care, Katholieke Universiteit, 3000 Leuven, Belgium., Hannes K; Research Group SoMeTHin'K (Social, Methodological and Theoretical Innovation/Kreative), Faculty of Social Sciences, Katholieke Universiteit, 3000 Leuven, Belgium.
Publikováno v:
International journal of environmental research and public health [Int J Environ Res Public Health] 2022 Sep 08; Vol. 19 (18). Date of Electronic Publication: 2022 Sep 08.
Autor:
Donahue J; Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA., Hendricks LA; Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA., Rohrbach M; Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA., Venugopalan S; Department of Computer Science, University of Texas at Austin, Austin, TX., Guadarrama S; Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA., Saenko K; Department of Computer Science, University of Massachusetts Lowell, Lowell, MA., Darrell T; Department of Electrical Engineering and Computer Science, University of California, Berkeley, Berkeley, CA.
Publikováno v:
IEEE transactions on pattern analysis and machine intelligence [IEEE Trans Pattern Anal Mach Intell] 2017 Apr; Vol. 39 (4), pp. 677-691. Date of Electronic Publication: 2016 Sep 01.