Navin Ranjan

City-Wide Traffic Congestion Prediction Based on CNN, LSTM and Transpose CNN

Navin Ranjan, Sovit Bhandari, Hong Zhao et al. · IEEE Access · 2020 · 157 citations · Full text

Intelligent Traffic Management, Deep Neural Networks, Engineering +15

Large-Scale Road Network Congestion Pattern Analysis and Prediction Using Deep Convolutional Autoencoder

Navin Ranjan, Sovit Bhandari, Pervez Khan et al. · Sustainability · 2021 · 23 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Deep Learning-Based Content Caching in the Fog Access Points

Sovit Bhandari, Navin Ranjan, Pervez Khan et al. · Electronics · 2021 · 18 citations · Full text

Engineering, Fog Computing, Proactive Caching +9

Large-Scale Road Network Traffic Congestion Prediction Based on Recurrent High-Resolution Network

Sachin Ranjan, Yeong-Chan Kim, Navin Ranjan et al. · Applied Sciences · 2023 · 11 citations · Full text