Documentos de Reyes-Amezcua I. | REDI

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Área de conocimiento: "Algoritmo"

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Conference Object(1)

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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(1)

Machine Learning and Knowledge Extraction(1)

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Métodos informáticos especiales(2)

Ciencias de la computación(1)

Funcionamiento de bibliotecas y archivos(1)

Programación informática, programas, datos, seguridad(1)

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Aprendizaje automático(2)

Ciencias de la computación(1)

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Palabras Claves

Automated feature engineering(1)

Automated machine learning(1)

Causal feature selection(1)

Machine learning(1)

feature selection(1)

A Novel Framework for Fast Feature Selection Based on Multi-Stage Correlation Measures

Abstract: Datasets with thousands of features represent a challenge for many of the existing learning methods

Palabras claves:

feature selection, Machine learning, python framework

Andrés Mendez-Vazquez, Calderon-Mora A., Garcia-Ramirez I.A., Ortega-Cisneros S., Reyes-Amezcua I.

MACFE: A Meta-learning and Causality Based Feature Engineering Framework

Conference Object

Abstract: Feature engineering has become one of the most important steps to improving model pbkp_rediction per

Palabras claves:

Automated feature engineering, Automated machine learning, Causal feature selection

Andrés Mendez-Vazquez, Flores-Araiza D., Ochoa-Ruiz G., Reyes-Amezcua I., Rodriguez-Tello E.