Publications

Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb (2024). Overview of Data Augmentation Techniques in Time Series Analysis. International Journal of Advanced Computer Science and Applications.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Mohamed Zaoui, Alexander Castilla, Alain Berthoz, Bernard Cohen (2023). Spatiotemporal Clustering of Human Locomotion Neuropsychological Assessment in Virtual Reality Using Multi-step Model. Lecture Notes in Networks and Systems.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Mohamed Zaoui, Alexander Castilla, Alain Berthoz, Bernard Cohen (2023). Residual Neural Network Architecture for Identifying Vestibular Disease Based on Head Kinematic Characteristics (Velocity). Lecture Notes in Networks and Systems.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Noureddine Rahmoun, Mohamed Zaoui, Alexander Castilla, Alain Berthoz, Bernard Cohen (2023). Joint Unsupervised Deep Temporal Clustering for Modeling Human Behavior in Vestibular Dysfunction: A Study of Navigation Pattern. Lecture Notes in Networks and Systems.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Mohamed Zaoui, Alexander Castilla, Alain Berthoz, Bernard Cohen (2023). Evaluating the Efficiency of Multilayer Perceptron Neural Network Architecture in Classifying Cognitive Impairments Related to Human Bipedal Spatial Navigation. Lecture Notes in Networks and Systems.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb (2023). Computational Analysis of Human Navigation Trajectories in the VR Magic Carpet ™ Using K-Means. Lecture Notes in Electrical Engineering.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Noureddine Rahmoun, Mohamed Zaoui, Alexander Castilla, Alain Berthoz, Bernard Cohen (2022). Computational Analysis of Human Navigation in a VR Spatial Memory Locomotor Assessment Using Density-Based Clustering Algorithm of Applications with Noise DBSCAN. Lecture Notes in Networks and Systems.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Jamal Berrich, Mohamed Zaoui, Alexandre Castilla, Alain Berthoz, Bernard Cohen (2022). Clustering analysis of human navigation trajectories in a visuospatial memory locomotor task using K-Means and hierarchical agglomerative clustering. E3S Web of Conferences.
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Ihababdelbasset Annaki, Mohammed Rahmoune, Mohammed Bourhaleb, Jamal Berrich, Mohamed Zaoui, Alexander Castilla Ferro, Alain Berthoz (2021). Computational Analysis of Human Navigation Trajectories in a Spatial Memory Locomotor Task. Lecture Notes in Networks and Systems.
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