Metaheuristics in automated machine learning: Strategies for optimization

Metaheuristics in automated machine learning: Strategies for optimization

The present work explores the application of Automated Machine Learning techniques, particularly on the optimization of Artificial Neural Networks through hyperparameter tuning. Artificial Neural Networks are widely used across various fields, however building and optimizing them presents significan...

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Bibliographic Details
Main Authors: Francesco Zito, El-Ghazali Talbi, Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Intelligent Systems with Applications
Subjects:
Metaheuristics
Hyperparameter optimization
Automated machine learning
Deep learning
Artificial neural network
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305325000584
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