Unsupervised pre-trained filter learning approach for efficient convolution neural network

Sadaqat Ur Rehman, Shanshan Tu, Muhammad Waqas, +4

Neurocomputing

Convolutional Neural NetworkImage ClassificationImage AnalysisMachine VisionData Science +8

Optimization of CNN through Novel Training Strategy for Visual Classification Problems

Sadaqat Ur Rehman, Shanshan Tu, Obaid Ur Rehman, +3

Entropy

Convolutional Neural NetworkEngineeringMachine LearningImage ClassificationImage Analysis +16

CSFL: A novel unsupervised convolution neural network approach for visual pattern classification

Sadaqat Ur Rehman, Shanshan Tu, Yongfeng Huang, +1

AI Communications

Convolutional Neural NetworkEngineeringMachine LearningFeature DetectionImage Features +16

A Quantum Particle Swarm Optimizer With Enhanced Strategy for Global Optimization of Electromagnetic Devices

Obaid Ur Rehman, Shiyou Yang, Shafiullah Khan, +1

IEEE Transactions on Magnetics

Inverse ProblemElectromagnetic DevicesElectrical EngineeringEngineeringQuantum Computing +9

Design Optimization of Electromagnetic Devices using an Improved Quantum inspired Particle Swarm Optimizer

Obaid Ur Rehman, Shanshan Tu, Sadaqat Ur Rehman, +2

Electromagnetic DevicesElectrical EngineeringEngineeringQuantum ComputingFirefly Algorithm +10

Deep Learning Techniques for Future Intelligent Cross-Media Retrieval

Sadaqat Ur Rehman, Muhammad Waqas, Shanshan Tu, +5

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingCross-media RetrievalEngineeringMachine Learning +12

The role of artificial intelligence and machine learning in wireless networks security: principle, practice and challenges

Muhammad Waqas, Shanshan Tu, Zahid Halim, +3

Artificial Intelligence Review

Artificial IntelligenceWireless Networks SecurityEngineeringMachine LearningData Science +9

Security in Fog Computing: A Novel Technique to Tackle an Impersonation Attack

Shanshan Tu, Muhammad Waqas, Sadaqat Ur Rehman, +4

IEEE Access

EngineeringFog Computing SecurityInformation SecurityIot SecurityFog Computing +17

ODGNet: a deep learning model for automated optic disc localization and glaucoma classification using fundus images

Jahanzaib Latif, Shanshan Tu, Chuangbai Xiao, +3

SN Applied Sciences

EngineeringVisual Saliency MapOptic Disc LocalizationRetinal TherapiesOptic Nerve +20

Reinforcement Learning Assisted Impersonation Attack Detection in Device-to-Device Communications

Shanshan Tu, Muhammad Waqas, Sadaqat Ur Rehman, +5

IEEE Transactions on Vehicular Technology

Lightweight Authentication MechanismEngineeringWireless SecurityInformation SecurityDevice-to-device Communications +11