Waseem Ullah

A Novel CNN-GRU-Based Hybrid Approach for Short-Term Residential Load Forecasting

Muhammad Sajjad, Zulfiqar Ahmad Khan, Amin Ullah et al. · IEEE Access · 2020 · 484 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +15

CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks

Waseem Ullah, Amin Ullah, Ijaz Ul Haq et al. · Multimedia Tools and Applications · 2020 · 286 citations

Real-time Anomaly Detection, Convolutional Neural Network, Anomaly Detection +10

An Efficient Anomaly Recognition Framework Using an Attention Residual LSTM in Surveillance Videos

Waseem Ullah, Amin Ullah, Tanveer Hussain et al. · Sensors · 2021 · 171 citations · Full text

Surveillance Videos, Convolutional Neural Network, Anomaly Detection +17

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data

Waseem Ullah, Amin Ullah, Tanveer Hussain et al. · Future Generation Computer Systems · 2021 · 141 citations

Artificial Intelligence, Iot Data Analytics, Anomaly Detection +12

A modified YOLOv5 architecture for efficient fire detection in smart cities

Hikmat Yar, Zulfiqar Ahmad Khan, Fath U Min Ullah et al. · Expert Systems with Applications · 2023 · 120 citations

Engineering, Modified Yolov5 Architecture, Smart City +5