Afan Ali

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

Afan Ali, Yangyu Fan · IEEE Signal Processing Letters · 2017 · 114 citations

Nonnegativity Constraint, Automatic Modulation Classification, Sparse Autoencoders +13

Automatic modulation classification of digital modulation signals with stacked autoencoders

Afan Ali, Yangyu Fan, Shu Liu · Digital Signal Processing · 2017 · 90 citations

Automatic Modulation Classification, Modulation, Engineering +6

Unsupervised feature learning and automatic modulation classification using deep learning model

Afan Ali, Yangyu Fan · Physical Communication · 2017 · 72 citations

Automatic Modulation Classification, Engineering, Machine Learning +11

${k}$ -Sparse Autoencoder-Based Automatic Modulation Classification With Low Complexity

Afan Ali, Yangyu Fan · IEEE Communications Letters · 2017 · 24 citations

Modulation, Engineering, Machine Learning +18

A landmark-based data-driven approach on 2.5D facial attractiveness computation

Shu Liu, Yangyu Fan, Zhe Guo et al. · Neurocomputing · 2017 · 23 citations

Face Detection, Facial Recognition System, Machine Vision +10