A neural predictive coding feature extraction scheme in DCT domain for phoneme recognition. - Mahmood Yousefi-Azar; Farbod Razzazi (Neural Comput. Appl., 2012)

Query-Based Single Document Summarization Using an Ensemble Noisy Auto-Encoder. - Mahmood Yousefi-Azar; Kairit Sirts; Len Hamey; Diego Mollá Aliod (ALTA, 2015)

A Robust Frame-based Nonlinear Prediction System for Automatic Speech Coding. - Mahmood Yousefi-Azar; Farbod Razzazi (CoRR, 2016)

Fast, Automatic and Scalable Learning to Detect Android Malware. - Mahmood Yousefi-Azar; Len Hamey; Vijay Varadharajan; Mark D. McDonnell (ICONIP (5), 2017)

Semi-supervised convolutional extreme learning machine. - Mahmood Yousefi-Azar; Mark D. McDonnell (IJCNN, 2017)

Autoencoder-based feature learning for cyber security applications. - Mahmood Yousefi-Azar; Vijay Varadharajan; Len Hamey; Udaya Kiran Tupakula (IJCNN, 2017)

Text summarization using unsupervised deep learning. - Mahmood Yousefi-Azar; Len Hamey (Expert Syst. Appl., 2017)

Learning Latent Byte-Level Feature Representation for Malware Detection. - Mahmood Yousefi-Azar; Len Hamey; Vijay Varadharajan; Shiping Chen 001 (ICONIP (4), 2018)

Malytics: A Malware Detection Scheme. - Mahmood Yousefi-Azar; Leonard G. C. Hamey; Vijay Varadharajan; Shiping Chen 001 (IEEE Access, 2018)

Byte2vec: Malware Representation and Feature Selection for Android. - Mahmood Yousefi-Azar; Len Hamey; Vijay Varadharajan; Shiping Chen 001 (Comput. J., 2020)

Unsupervised Learning for security of Enterprise networks by micro-segmentation. - Mahmood Yousefi-Azar; Mohamed Ali Kâafar; Andy Walker (CoRR, 2020)

Mutual Information and Feature Importance Gradient Boosting: Automatic byte n-gram feature reranking for Android malware detection. - Mahmood Yousefi-Azar; Vijay Varadharajan; Len Hamey; Shiping Chen 001 (Softw. Pract. Exp., 2021)