A synthetic instrument for diagnosis and performance measurement of Individuals with Visual Sequential Memory Deficit. - Ayse Rumeysa Mohammed; Ammar Rashed; Shervin Shirmohammadi (MeMeA, 2017)

Memori: A Serious Game for diagnosing and treating Visual Sequential Memory Deficit. - Ayse Rumeysa Mohammed; Ammar Rashed; Shervin Shirmohammadi (SeGAH, 2017)

Machine Learning and Deep Learning Based Traffic Classification and Prediction in Software Defined Networking. - Ayse Rumeysa Mohammed; Shady A. Mohammed; Shervin Shirmohammadi (M&N, 2019)

Machine Learning-Based Network Status Detection and Fault Localization. - Ayse Rumeysa Mohammed; Shady A. Mohammed; David Côté; Shervin Shirmohammadi (IEEE Trans. Instrum. Meas., 2021)

A Machine-Learning-Based Action Recommender for Network Operation Centers. - Shady A. Mohammed; Ayse Rumeysa Mohammed; David Côté; Shervin Shirmohammadi (IEEE Trans. Netw. Serv. Manag., 2021)

Stateless ARE: Action Recommendation Engine without Network State Measurement. - Ayse Rumeysa Mohammed; Shady A. Mohammed; David Côté; Shervin Shirmohammadi (M&N, 2022)