Items where Author is "Nguyen, Trung Dung"

Article

Nguyen, Tuan Anh and Nguyen, Trung Dung (2026) A Study on the Impact of Hyperparameters on the Temporal Convolutional Network Model for Electric Load Forecasting. International Journal of Robotics and Control Systems, 6 (1). pp. 741-761.

Nguyen, Tuan Anh and Nguyen, Trung Dung (2026) Analyzing Hyperparameter Impact on TimeMixer Accuracy for Short-Term Load Forecasting. International Journal of Robotics and Control Systems, 6 (1). pp. 670-692.

Nguyen, Tuan Anh and Nguyen, Trung Dung (2026) Optimizing N-BEATS for Short-Term Load Forecasting Via Random Search–TPE and Genetic Algorithm. International Journal of Robotics and Control Systems, 6 (1). pp. 285-304.

Nguyen, Trung Dung and Tuan, Nguyen Anh (2025) Hybrid Bayesian–Hyperband Optimization of a One-Dimensional Convolutional Neural Network for Short-Term Load Forecasting. Buletin Ilmiah Sarjana Teknik Elektro, 7 (4). pp. 993-1012.

Nguyen, Trung Dung and Tuan, Nguyen Anh (2025) Hybrid Stacking of Multilayer Perceptron, Convolutional Neural Network, and Light Gradient Boosting Machine for Short-Term Load Forecasting. Buletin Ilmiah Sarjana Teknik Elektro, 8 (1). pp. 668-683.

Tuan, Nguyen Anh and Nguyen, Trung Dung (2025) Bayesian-Optimized MLP-LSTM-CNN for Multi-Year Day-Ahead Electric Load Forecasting. Buletin Ilmiah Sarjana Teknik Elektro, 7 (3). pp. 625-640.

Nguyen, Tuan Anh and Nguyen, Trung Dung (2025) Analysis of Swarm Size and Iteration Count in Particle Swarm Optimization for Convolutional Neural Network Hyperparameter Optimization in Short-Term Load Forecasting. Buletin Ilmiah Sarjana Teknik Elektro, 7 (3). pp. 481-495.