8 Art�culos

On the Use of Transformer-Based Models for Intent Detection Using Clustering Algorithms

Acceso

en l�nea

Andr� Moura, Pedro Lima, F�bio Mendon�a, Sheikh Shanawaz Mostafa and Fernando Morgado-Dias

This article assesses different text representations for labeling unmarked dialog data, which can be applied to identify user intents directly relevant to dialog systems.

Revista: Applied Sciences Formato: Electr�nico

Tabla de contenido: Vol: 13 Num: 0 Par: 8 A�o: 2023

The Potential of Machine Learning for Wind Speed and Direction Short-Term Forecasting: A Systematic Review

Acceso

en l�nea

D�cio Alves, F�bio Mendon�a, Sheikh Shanawaz Mostafa and Fernando Morgado-Dias

Wind forecasting, which is essential for numerous services and safety, has significantly improved in accuracy due to machine learning advancements. This study reviews 23 articles from 1983 to 2023 on machine learning for wind speed and direction nowcasti... ver m�s

Revista: Computers Formato: Electr�nico

Tabla de contenido: Vol: 12 Num: 0 Par: 10 A�o: 2023

On the Use of Kullback?Leibler Divergence for Kernel Selection and Interpretation in Variational Autoencoders for Feature Creation

Acceso

en l�nea

F�bio Mendon�a, Sheikh Shanawaz Mostafa, Fernando Morgado-Dias and Antonio G. Ravelo-Garc�a

This study presents a novel approach for kernel selection based on Kullback?Leibler divergence in variational autoencoders using features generated by the convolutional encoder. The proposed methodology focuses on identifying the most relevant subset of ... ver m�s

Revista: Information Formato: Electr�nico

Tabla de contenido: Vol: 14 Num: 0 Par: 10 A�o: 2023

Correction: Hayat et al. Human Activity Recognition for Elderly People Using Machine and Deep Learning Approaches. Information 2022, 13, 275

Acceso

en l�nea

Ahatsham Hayat, Fernando Morgado-Dias, Bikram Pratim Bhuyan and Ravi Tomar

Revista: Information Formato: Electr�nico

Tabla de contenido: Vol: 13 Num: 0 Par: 9 A�o: 2022

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