User profiles for Dang Thanh Vu

Dang Thanh Vu

PhD, Chonnam National University
Verified email at jnu.ac.kr
Cited by 170

Late fusion of multimodal deep neural networks for weeds classification

VH Trong, Y Gwang-hyun, DT Vu… - Computers and Electronics …, 2020 - Elsevier
In agriculture, many types of weeds have a harmful impact on agricultural productivity.
Recognizing weeds and understanding the threat they pose to farmlands is a significant challenge …

Superpixel image classification with graph convolutional neural networks based on learnable positional embedding

JH Bae, GH Yu, JH Lee, DT Vu, LH Anh, HG Kim… - Applied Sciences, 2022 - mdpi.com
Graph convolutional neural networks (GCNNs) have been successfully applied to a wide
range of problems, including low-dimensional Euclidean structural domains representing …

Determinants of e-government service adoption: an empirical study for business registration in Southeast Vietnam

H Nguyen Trong, TV Dang, V Nguyen… - Journal of Asian Public …, 2022 - Taylor & Francis
The study aims to examine the determinants affecting the adoption of e government services
in Vietnam. An extended version of the unified theory of acceptance and use of technology …

Text data augmentation for the korean language

DT Vu, G Yu, C Lee, J Kim - Applied Sciences, 2022 - mdpi.com
Data augmentation (DA) is a universal technique to reduce overfitting and improve the
robustness of machine learning models by increasing the quantity and variety of the training …

[HTML][HTML] Rice straw hydrolysis using secretomes from novel fungal isolates from Vietnam

…, HT Huong, DT Thanh, DD Hien, VN Thanh… - Biomass and …, 2017 - Elsevier
With a production of 39 million metric tons each year, rice is one of the main agricultural
products of Vietnam. Thus, rice straw is a significant by-product, whose use in a biorefinery …

SDSL: Spectral Distance Scaling Loss Pretraining SwinUNETR for 3D Medical Image Segmentation

J Lee, DT Vu, G Yu, JS Kim, K Kim, JY Kim - IEEE Access, 2024 - ieeexplore.ieee.org
… (Jin Lee and Dang Thanh Vu contributed equally to this work.) … DANG THANH VU received
the BS degree in mathematics and computer science from Ho Chi Minh University of Science, …

Towards feasible capsule network for vision tasks

DT Vu, LBT An, JY Kim, GH Yu - Applied Sciences, 2023 - mdpi.com
Capsule networks exhibit the potential to enhance computer vision tasks through their
utilization of equivariance for capturing spatial relationships. However, the broader adoption of …

DelayNet: Enhancing Temporal Feature Extraction for Electronic Consumption Forecasting with Delayed Dilated Convolution

LH Anh, GH Yu, DT Vu, HG Kim, JY Kim - Energies, 2023 - mdpi.com
In the face of increasing irregular temperature patterns and climate shifts, the need for
accurate power consumption prediction is becoming increasingly important to ensure a steady …

Selective layer tuning and performance study of pre-trained models using genetic algorithm

JC Jeong, GH Yu, MG Song, DT Vu, LH Anh, YA Jung… - Electronics, 2022 - mdpi.com
Utilizing pre-trained models involves fully or partially using pre-trained parameters as
initialization. In general, configuring a pre-trained model demands practitioners’ knowledge about …

Stride-TCN for Energy Consumption Forecasting and Its Optimization

LH Anh, GH Yu, DT Vu, JS Kim, JI Lee, JC Yoon… - Applied Sciences, 2022 - mdpi.com
Forecasting, commonly used in econometrics, meteorology, or energy consumption prediction,
is the field of study that deals with time series data to predict future trends. Former studies …