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Listar por autor "Lachiche, Nicolas"

RiuNet: Repositorio Institucional de la Universidad Politécnica de Valencia

Listar por autor "Lachiche, Nicolas"

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    CRISP-DM Twenty Years Later: From Data Mining Processes to Data Science Trajectories 
    Martínez-Plumed, Fernando; Contreras-Ochando, Lidia; Ferri Ramírez, César; Hernández-Orallo, José; Kull, Meelis; Lachiche, Nicolas; Ramírez Quintana, María José; Flach, Peter (Institute of Electrical and Electronics Engineers, 2021-08-01)
    [EN] CRISP-DM (CRoss-Industry Standard Process for Data Mining) has its origins in the second half of the nineties and is thus about two decades old. According to many surveys and user polls it is still thede factostandard ...
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    Reframing in context: A systematic approach for model reuse in machine learning 
    Hernández Orallo, José; Martínez Usó, Adolfo; Prudencio, Ricardo B. C.; Kull, Meelis; Flach, Peter; Ahmed, Chowdhury Farhan; Lachiche, Nicolas (IOS Press, 2016)
    We describe a systematic approach called reframing, defined as the process of preparing a machine learning model (e.g., a classifier) to perform well over a range of operating contexts. One way to achieve this is by ...
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    Report of the First International Workshop on Learning over Multiple Contexts (LMCE 2014) 
    Ferri Ramírez, César; Flach, Peter; Lachiche, Nicolas (ACM, 2015)
    The first international workshop on Learning over Multiple Contexts, devoted to generalization and reuse of machine learning models over multiple contexts, was held on September 19th, 2014, as part of the 7th European ...