Hadi Soltanizadeh
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View article: A review of evaluation methods for Duchenne muscular dystrophy
A review of evaluation methods for Duchenne muscular dystrophy Open
In recent years, the study of body movement performance in disease assessment has attracted significant attention. Duchenne Muscular Dystrophy (DMD) is a disease that significantly affects mobility. It is crucial to assess the movement of …
View article: Multi-Source Transfer Learning Based on Fuzzy Rules for Improving Image Classification Accuracy
Multi-Source Transfer Learning Based on Fuzzy Rules for Improving Image Classification Accuracy Open
View article: Robust graph representation learning via out-of-distribution detection approach
Robust graph representation learning via out-of-distribution detection approach Open
Graph neural networks (GNNs) are powerful models capable of learning from graph-structured data and performing various tasks. GNNs are susceptible to poisoning attacks, in which sophisticated attackers inject malicious nodes or edges into …
View article: Selective hinge removal strategy for architecting hierarchical auxetic metamaterials
Selective hinge removal strategy for architecting hierarchical auxetic metamaterials Open
View article: Improve Generalization in Deep Neural Network using Multivariate Statistical Knowledge Transformation
Improve Generalization in Deep Neural Network using Multivariate Statistical Knowledge Transformation Open
Most DNNs are trained in an over-parametrized regime. In this case, the numbers of their parameters are more than available training data which reduces the generalization capability and performance on new and unseen samples. generalization…
View article: Robust Vein Recognition against Rotation Using Kernel Sparse Representation
Robust Vein Recognition against Rotation Using Kernel Sparse Representation Open
Sparse representation due to advantages such as noise-resistant and, having a strong mathematical theory, has been noticed as a powerful tool in recent decades. In this paper, using the sparse representation, kernel trick, and a different …
View article: A survey on Alzheimer’s disease detection using gait analysis
A survey on Alzheimer’s disease detection using gait analysis Open
View article: Detection of Alzheimer’s Disease in Elder People Using Gait Analysis and Kinect Camera
Detection of Alzheimer’s Disease in Elder People Using Gait Analysis and Kinect Camera Open
Introduction: Gait analysis using modern technology for detection of Alzheimer's disease has found special attention by researchers over the last decade. In this study, skeletal data recorded with a Kinect camera, were used to analyze gait…