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

Waseem Ullah, Amin Ullah, Ijaz Ul Haq, +3

Multimedia Tools and Applications

Real-time Anomaly DetectionConvolutional Neural NetworkAnomaly DetectionMachine LearningData Science +8

Violence Detection Using Spatiotemporal Features with 3D Convolutional Neural Network

Fath U Min Ullah, Amin Ullah, Khan Muhammad, +2

Sensors

Convolutional Neural NetworkEngineeringMachine LearningVideo SurveillanceVideo Interpretation +14

Short-Term Prediction of Residential Power Energy Consumption via CNN and Multi-Layer Bi-Directional LSTM Networks

Fath U Min Ullah, Amin Ullah, Ijaz Ul Haq, +2

IEEE Access

Convolutional Neural NetworkEngineeringMachine LearningEnergy EfficiencyDeep Learning Network +15

Action recognition using optimized deep autoencoder and CNN for surveillance data streams of non-stationary environments

Amin Ullah, Khan Muhammad, Ijaz Ul Haq, +1

Future Generation Computer Systems

Machine VisionMachine LearningData ScienceEngineeringAction Recognition (Movement Science) +12

Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications

Amin Ullah, Khan Muhammad, Weiping Ding, +3

Applied Soft Computing

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks

Fath U Min Ullah, Khan Muhammad, Ijaz Ul Haq, +4

IEEE Transactions on Industrial Informatics

Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningIndustrial Iot +23

Cover the Violence: A Novel Deep-Learning-Based Approach Towards Violence-Detection in Movies

Samee U. Khan, Ijaz Ul Haq, Seungmin Rho, +2

Applied Sciences

Violent ScenesScene AnalysisImage AnalysisMachine LearningMachine Vision +10

DB-Net: A novel dilated CNN based multi-step forecasting model for power consumption in integrated local energy systems

Noman Khan, Ijaz Ul Haq, Samee U. Khan, +3

International Journal of Electrical Power & Energy Systems

Power ConsumptionEngineeringIntelligent Energy SystemData ScienceEnergy Efficiency +8

Efficient Short-Term Electricity Load Forecasting for Effective Energy Management

Zulfiqar Ahmad Khan, Amin Ullah, Ijaz Ul Haq, +5

Sustainable Energy Technologies and Assessments

Electrical EngineeringEngineeringSmart GridEnergy ManagementEnergy Policy +5

Automated Wheat Diseases Classification Framework Using Advanced Machine Learning Technique

Habib Khan, Ijaz Ul Haq, Muhammad Munsif, +2

Agriculture

Intelligent SystemPrecision AgricultureEngineeringMachine LearningIntelligent Diagnostics +18