K. Krishna Rani Samal

Time Series based Air Pollution Forecasting using SARIMA and Prophet Model

K. Krishna Rani Samal, Korra Sathya Babu, Santos Kumar Das et al. · 2019 · 138 citations

Forecasting Methodology, Environmental Monitoring, Engineering +16

Multi-directional temporal convolutional artificial neural network for PM2.5 forecasting with missing values: A deep learning approach

K. Krishna Rani Samal, Korra Sathya Babu, Santos Kumar Das · Urban Climate · 2021 · 86 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

An improved pollution forecasting model with meteorological impact using multiple imputation and fine-tuning approach

K. Krishna Rani Samal, Ankit Kumar Panda, Korra Sathya Babu et al. · Sustainable Cities and Society · 2021 · 63 citations

Meteorology, Forecasting Methodology, Numerical Weather Prediction +13

Temporal convolutional denoising autoencoder network for air pollution prediction with missing values

K. Krishna Rani Samal, Korra Sathya Babu, Santos Kumar Das · Urban Climate · 2021 · 48 citations

Pollution Detection, Environmental Monitoring, Machine Learning +11

Multi-output TCN autoencoder for long-term pollution forecasting for multiple sites

K. Krishna Rani Samal, Ankit Kumar Panda, Korra Sathya Babu et al. · Urban Climate · 2021 · 48 citations

Pollution Detection, Environmental Monitoring, Engineering +10