Trần Thái Hòa

About

I am a PhD student in Computer Science and a lecturer in the Faculty of Economic Information Systems at the University of Economics, Hue University, Viet Nam.

My research applies information technology to economic problems. Recent work covers blockchain in agricultural supply chains — including a Hue University project on traceability for melaleuca (cajuput) oil in Hue — digital transformation and smart university models for Vietnamese higher education, and deep learning for time series forecasting, such as hybrid 1D-CNN/LSTM models for cryptocurrency prices.

Education

PhD in Computer Science — Faculty of Information Technology, University of Sciences, Hue University (in progress)
MSc in Economic Information Management and Analysis — National Economics University, Hanoi (2007–2009)
BSc in Information Technology — University of Sciences, Hue University (2001–2005)

Contact

Faculty of Economic Information Systems, University of Economics, Hue University, 99 Ho Dac Di, Hue City, Viet Nam · tranthaihoa@hueuni.edu.vn

Profiles: Google Scholar · ORCID · GitHub · Hue University research database

news

Oct 02, 2025	Paper on a hybrid 1D-CNN and LSTM model for forecasting Ethereum prices published in the International Journal of Information Technology.
Oct 01, 2025	Personal website is now online.

latest posts

Oct 01, 2025	Chào mừng đến với trang cá nhân của tôi

selected publications

HUJS

Short-term Bitcoin forecasting across multiple horizons: The effectiveness of GRU networks

Hoa Tran Thai, Thi Hai Phuong Duong, Thanh Manh Le, and Cuong Hoa Nguyen-Dinh

Tạp chí Khoa học Đại học Huế: Kỹ thuật và Công nghệ 135(2A), 15, 2026

Bib

@article{tranthai2026gru,
  title = {Short-term Bitcoin forecasting across multiple horizons: The effectiveness of GRU networks},
  author = {Tran Thai, Hoa and {Thi Hai Phuong Duong} and {Thanh Manh Le} and {Cuong Hoa Nguyen-Dinh}},
  journal = {Tạp chí Khoa học Đại học Huế: Kỹ thuật và Công nghệ},
  issn = {2588-1175},
  volume = {135},
  number = {2A},
  pages = {15},
  year = {2026},
}

CCIS

Integrating NASDAQ spillover signals into hybrid 1D-CNN-LSTM frameworks for multi-horizon Bitcoin forecasting

Hoa Tran Thai, Cuong Hoa Nguyen-Dinh, Ngoc Nam Nguyen, Huu Trung Hoang, and Thanh Manh Le

Communications in Computer and Information Science 2944(2), 475–489, 2026

Bib

@article{tranthai2026nasdaq,
  title = {Integrating NASDAQ spillover signals into hybrid 1D-CNN-LSTM frameworks for multi-horizon Bitcoin forecasting},
  author = {Tran Thai, Hoa and {Cuong Hoa Nguyen-Dinh} and {Ngoc Nam Nguyen} and {Huu Trung Hoang} and {Thanh Manh Le}},
  journal = {Communications in Computer and Information Science},
  issn = {1865-0929},
  volume = {2944},
  number = {2},
  pages = {475--489},
  year = {2026},
}

IJIT

Hybrid model of 1D-CNN and LSTM for forecasting Ethereum closing prices: A case study of temporal analysis

Hoa Tran Thai, Thanh Manh Le, and Cuong Hoa Nguyen-Dinh

International Journal of Information Technology 17(7), 3999–4011, 2025

DOI Bib HTML

@article{tranthai2025ethereum,
  title = {Hybrid model of 1D-CNN and LSTM for forecasting Ethereum closing prices: A case study of temporal analysis},
  author = {Tran Thai, Hoa and {Thanh Manh Le} and {Cuong Hoa Nguyen-Dinh}},
  journal = {International Journal of Information Technology},
  publisher = {Springer Nature},
  issn = {2511-2104},
  volume = {17},
  number = {7},
  pages = {3999--4011},
  doi = {10.1007/s41870-025-02472-6},
  year = {2025},
}