Afan Ali

Post Doctoral Researcher


Curriculum vitae


Electrical and Electronics Engineering

Istanbul Medipol University



Publications


A Landmark-Based Data-Driven Approach on 2.5D Facial Attractiveness Computation


Shu Liu, Fan Yangyu, Zhe Guo, Ashok Samal, Afan Ali

Neurocomputing, vol. 238, 2017, pp. 168--178


Automatic Modulation Classification of Digital Modulation Signals with Stacked Autoencoders


Afan Ali, Fan Yangyu, Shu Liu

Digital Signal Processing, vol. 71, 2017, pp. 108--116


Automatic Modulation Classification Using Deep Learning Based on Sparse Autoencoders With Nonnegativity Constraints


Afan Ali, Fan Yangyu

IEEE Signal Processing Letters, vol. 24, 2017, pp. 1626--1630


Dominant Eigen Vector Based Feature Selection Using Singular Value Decomposition in Automatic Modulation Classification


Afan Ali, Fan Yangyu

International Journal of Computer Theory and Engineering, vol. 9, 2017, pp. 398--401


k-Sparse Autoencoder-Based Automatic Modulation Classification With Low Complexity


Afan Ali, Fan Yangyu

IEEE Communications Letters, vol. 21, 2017, pp. 2162--2165


Unsupervised Feature Learning and Automatic Modulation Classification Using Deep Learning Model Systems


Afan Ali, Fan Yangyu

Physical Communication, vol. 25, 2017, pp. 75--84


Higher-Order Statistics Based Modulation Classification Using Hierarchical Approach


Afan Ali, Fan Yangyu

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC), 2016

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