Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Quoc Bao Phan"'
Autor:
Quoc Bao Phan, Tuy Tan Nguyen
Publikováno v:
ICT Express, Vol 10, Iss 3, Pp 485-490 (2024)
This study introduces an advanced artificial model, grey wolf optimization (GWO)-nested complete ensemble empirical mode decomposition with adaptive noise (CEEMDAN)-convolutional neural network (CNN)-bidirectional long short-term memory (BiLSTM), for
Externí odkaz:
https://doaj.org/article/d25f01e54af24bc1bc6f466fee5e2b3c
Autor:
Tianyi Chen, Ian Philippi, Quoc Bao Phan, Linh Nguyen, Ngoc Thang Bui, Carlo daCunha, Tuy Tan Nguyen
Publikováno v:
Healthcare Analytics, Vol 5, Iss , Pp 100332- (2024)
This study leverages machine learning to enhance the diagnostic accuracy of COVID-19 using chest X-rays. The study evaluates various architectures, including efficient neural networks (EfficientNet), multiscale vision transformers (MViT), efficient v
Externí odkaz:
https://doaj.org/article/7c6cd24b7ff84f83a477af10bad3cb85
Autor:
Thi Hoai Thu Nguyen, Quoc Bao Phan
Publikováno v:
Energy Reports, Vol 8, Iss , Pp 53-60 (2022)
In this paper, a novel hybrid model of decomposition and deep learning embedded with GA optimization was proposed to forecast 24-hour ahead wind speed. The historical wind speed time series was pre-processed and then decomposed into intrinsic mode fu
Externí odkaz:
https://doaj.org/article/137bf53cf103499aa58c152ad23b19fe
Autor:
Tuy Nguyen, Quoc Bao Phan
This paper presents a novel approach for detecting faults in photovoltaic (PV) cells. The proposed method combines the power of You Only Look Once version 8 (YOLOv8) and Particle Swarm Optimization (PSO) architecture. Unlike existing methods, the pro
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8b6ae2f0e45c65407498050be38f1df8
https://doi.org/10.36227/techrxiv.22680484
https://doi.org/10.36227/techrxiv.22680484
Autor:
Tuy Nguyen, Quoc Bao Phan
In the past few years, accurate wind speed forecasting has become progressively important due to the growing demand for renewable energy sources. In this study, we propose a novel artificial model, Grey Wolf Optimization (GWO)-nested Complete Ensembl
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::954311206352854ea07ad5c4568fe923
https://doi.org/10.36227/techrxiv.22493377.v1
https://doi.org/10.36227/techrxiv.22493377.v1
Autor:
Tuy Nguyen, Quoc Bao Phan
This study aims to address the increasing complexity of cyber attacks and the sensitivity of wind speed data by exploring the combination of Artificial Intelligence (AI) and cyber security measures for improved wind speed prediction accuracy and secu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1ae52c706c524ea4381e018d47b9fe3b
https://doi.org/10.36227/techrxiv.22180429.v1
https://doi.org/10.36227/techrxiv.22180429.v1
Autor:
Thi Hoai Thu Nguyen, Quoc Bao Phan
Publikováno v:
The 5th International Conference on Future Networks & Distributed Systems.
Publikováno v:
The 5th International Conference on Future Networks & Distributed Systems.