Mohammad Shohidul Islam

Self-attention-based Diffusion Model for Time-series Imputation

2024 · Proceedings of the AAAI Symposium Series

Time-series modeling is essential for applications in agriculture, weather forecasting, food production, and more. However, missing data due to sensor malfunctions, power outages, and human errors is a common issue, complicating the training of machine …