43 citations · 52 across the 10 of their papers we have counts for
3 papers · 1 filter
Malware Detection using Artificial Bee Colony Algorithm
Farid Ghareh Mohammadi, Farzan Shenavarmasouleh, M. Hadi Amini +1
Malware detection has become a challenging task due to the increase in the number of malware families. Universal malware detection algorithms that can detect all the malware famili…
DRDr II: Detecting the Severity Level of Diabetic Retinopathy Using Mask RCNN and Transfer Learning
Farzan Shenavarmasouleh, Farid Ghareh Mohammadi, M. Hadi Amini +1
DRDr II is a hybrid of machine learning and deep learning worlds. It builds on the successes of its antecedent, namely, DRDr, that was trained to detect, locate, and create segment…
On Parameter Tuning in Meta-learning for Computer Vision
Farid Ghareh Mohammadi, M. Hadi Amini, Hamid R. Arabnia
Learning to learn plays a pivotal role in meta-learning (MTL) to obtain an optimal learning model. In this paper, we investigate mage recognition for unseen categories of a given d…