ListarPonencias (Lenguajes y Sistemas Informáticos) por materia "Feature selection"
Mostrando ítems 1-5 de 5
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Capítulo de Libro
Data Cleansing Meets Feature Selection: A Supervised Machine Learning Approach
(Springer, 2015)This paper presents a novel procedure to apply in a sequential way two data preparation techniques from a different nature ...
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Ponencia
Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning
(Springer Link, 2023-10)Traditional time series forecasting models often use all available variables, including potentially irrelevant or noisy ...
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Ponencia
Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature Selection
(SpringerLink, 2022)Neural networks have proven to be a good alternative in application fields such as healthcare, time-series forecasting and ...
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Ponencia
Prediction of Mitochondrial Matrix Protein Structures Based on Feature Selection and Fragment Assembly
(Springer, 2012)Protein structure prediction consists in determining the thre e-dimensional conformation of a protein based only on its ...
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Capítulo de Libro
Tackling Ant Colony Optimization Meta-Heuristic as Search Method in Feature Subset Selection Based on Correlation or Consistency Measures
(Springer, 2014)This paper introduces the use of an ant colony optimization (ACO) algorithm, called Ant System, as a search method in two ...