2026-08-07T18:31:15Zhttps://uvadoc.uva.es/oai/request

oai:uvadoc.uva.es:10324/788352025-12-16T20:00:53Zcom_10324_1151com_10324_931com_10324_894col_10324_1280

Villaizán Vallelado, Mario 8abd03a126cdaf62 600 0009-0002-0754-1742 Salvatori, Matteo 0cd4b1b1-e520-4a03-9fb2-29872edc41ae 600 Carro Martínez, Belén 3ed0e0c2a10252a4 600 0000-0001-7051-8479 Sánchez Esguevillas, Antonio Javier 1aa949a5cd7e6823 600 0000-0003-3620-1106 2025-10-21T06:38:09Z 2025-10-21T06:38:09Z 2025 Andreu Catalá, Gonzalo Joya y Ignacio Rojas. IWANN 2025 18th International Work-Conference on Artificial Neural Networks. A Coruña: IWANN, 2025, p. 1-1. 979-13-8752213-1 https://uvadoc.uva.es/handle/10324/78835 Producción Científica Most Artificial Intelligence models require the information in the records to be used to be fully informed. These models require a policy for handling missing information. However, traditional policies have tried to fill in the missing information with known information. This approach is correct when the missing information is random and wrong when it is not. In this article we start with a review of the main policies employed, and analyse the consequences of elimination or imputation policies and argue that these policies are sometimes unwise. 1 p. application/pdf eng IWANN, A coruña info:eu-repo/semantics/openAccess http://creativecommons.org/licenses/by/4.0/ Attribution 4.0 Internacional Tackling Missing Data Head-On: Strategies to Mitigate Survival and Confirmation Bias 18th International Work-Conference on Artificial Neural Networks info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/publishedVersion https://iwann.uma.es/wp-content/uploads/2025/06/IWANN2025_Abstract_ISBN.pdf estadística THUMBNAIL Tackling Missing Data Head.pdf.jpg Tackling Missing Data Head.pdf.jpg IM Thumbnail image/jpeg 4979 https://uvadoc.uva.es/bitstream/10324/78835/4/Tackling%20Missing%20Data%20Head.pdf.jpg f2d910c693d8c703502d7da05eb93780 MD5 4 Tackling-Missing-Data-Head.pdf.jpg Tackling-Missing-Data-Head.pdf.jpg IM Thumbnail image/jpeg 4979 https://uvadoc.uva.es/bitstream/10324/78835/5/Tackling-Missing-Data-Head.pdf.jpg f2d910c693d8c703502d7da05eb93780 MD5 5 LICENSE license.txt license.txt text/plain 3929 https://uvadoc.uva.es/bitstream/10324/78835/3/license.txt 289d98c1665ee0d20312360f0e8643c8 MD5 3 CC-LICENSE license_rdf license_rdf application/rdf+xml; charset=utf-8 817 https://uvadoc.uva.es/bitstream/10324/78835/2/license_rdf 975848b171c53b753f7e445c8b5bc0e1 MD5 2 ORIGINAL Tackling-Missing-Data-Head.pdf Tackling-Missing-Data-Head.pdf application/pdf 211084 https://uvadoc.uva.es/bitstream/10324/78835/1/Tackling-Missing-Data-Head.pdf c9c1db2c36032f529a28eb8445e55630 MD5 1 10324/78835 oai:uvadoc.uva.es:10324/78835 2025-12-16 21:00:53.628 UVaDOC repositorio@uva.es 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