Ha Trong Nguyen
Available
2026 ICCIES 2026 · Springer CCIS, vol. 2943, pp. 621–632 First Online: 05 April 2026

Revisiting Long-Term Time Series Forecasting: An Empirical Perspective on Recent Approaches

Ha-Trong Nguyen, Nguyen-Thai Khoi, Luong-Chi Trung, Han Le, Chung-Thai Kiet, Nguyen-Huu An, Dung-Cam Quang

This paper revisits long-term time series forecasting by re-evaluating five representative Transformer-based and linear-based models on five real-world datasets under a unified protocol.

  • Time Series
  • Forecasting
  • Empirical Study
2025 SOICT 2025 · Springer CCIS, vol. 2914, pp. 445–455 First Online: 02 September 2026

VNProductKIE: A Dataset and Three-Stage Pipeline for Key Product Information Recognition on Vietnamese Packaging Labels

Le-Thanh Tien, Luu-Huu Tri, Ha-Trong Nguyen, Nguyen-Huu An, Dung-Cam Quang

Food waste often stems from inaccessible packaging information. We introduce VNProductKIE, a dataset of Vietnamese food packaging images with English/Vietnamese text, and a three-stage pipeline: YOLO11x detection, word segmentation, and VietOCR recognition. Achieved 98.85% word-level accuracy.

  • Computer Vision
  • OCR
  • Document AI
  • Vietnamese NLP