ListarAnálisis Matemático, Estadística e Investigación Operativa y Matematica Aplicada - (AM) por tema "Aprendizaje automático (Inteligencia artificial)"
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Automatic feature scaling and selection for support vector machine classification with functional data.
(Springer Nature, 2020)Functional Data Analysis (FDA) has become a very important field in recent years due to its wide range of applications. However, there are several real-life applications in which hybrid functional data appear, i.e., data ... -
Warm-starting constraint generation for mixed-integer optimization: A Machine Learning approach
(Elsevier, 2022-10-11)Mixed Integer Linear Programs (MILP) are well known to be NP-hard (Non-deterministic Polynomial-time hard) problems in general. Even though pure optimization-based methods, such as constraint generation, are guaranteed to ...