Search Results for author: Emad A. Mohammed

Found 4 papers, 0 papers with code

Deep Learning Approach for Aggressive Driving Behaviour Detection

no code implementations8 Nov 2021 Farid Talebloo, Emad A. Mohammed, Behrouz Far

We conclude that three minutes (or more) of driving (120 seconds of GPS data) is sufficient to identify driver behaviour.

Position

Dynamic and Systematic Survey of Deep Learning Approaches for Driving Behavior Analysis

no code implementations18 Sep 2021 Farid Talebloo, Emad A. Mohammed, Behrouz H. Far

Improper driving results in fatalities, damages, increased energy consumptions, and depreciation of the vehicles.

Detection of Alzheimer's Disease Using Graph-Regularized Convolutional Neural Network Based on Structural Similarity Learning of Brain Magnetic Resonance Images

no code implementations25 Feb 2021 Kuo Yang, Emad A. Mohammed, Behrouz H. Far

We use the similarity graph as a regularizer in the loss function of a CNN model to minimize the distance between the input images and their k-nearest neighbours in the similarity graph while minimizing the categorical cross-entropy loss between the training image predictions and the actual image class labels.

Clustering Dimensionality Reduction

A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer's Disease

no code implementations22 Dec 2020 Kuo Yang, Emad A. Mohammed

The reliable and effective evaluation of early dementia has become essential research with medical imaging technologies and computer-aided algorithms.

Ensemble Learning Image Classification +3

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