Ferhat Attal
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View article: A Hybrid and Context-Aware Framework for Normal and Abnormal Human Behavior Recognition
A Hybrid and Context-Aware Framework for Normal and Abnormal Human Behavior Recognition Open
Human behavior recognition is one of the significant components of Ambient Assisted Living (AAL) systems and personal assistive robots allowing to improve the quality of their lives in terms of safety, autonomy, and well-being. A critical …
View article: Data-Driven Based Approach to Aid Parkinson’s Disease Diagnosis
Data-Driven Based Approach to Aid Parkinson’s Disease Diagnosis Open
This article presents a machine learning methodology for diagnosing Parkinson’s disease (PD) based on the use of vertical Ground Reaction Forces (vGRFs) data collected from the gait cycle. A classification engine assigns subjects to health…
View article: Deep HMResNet Model for Human Activity-Aware Robotic Systems.
Deep HMResNet Model for Human Activity-Aware Robotic Systems. Open
International audience
View article: Deep HMResNet Model for Human Activity-Aware Robotic Systems
Deep HMResNet Model for Human Activity-Aware Robotic Systems Open
Endowing the robotic systems with cognitive capabilities for recognizing daily activities of humans is an important challenge, which requires sophisticated and novel approaches. Most of the proposed approaches explore pattern recognition t…