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Publications & Travaux

Publications scientifiques et travaux de recherche en Intelligence Artificielle, Réalité Virtuelle et Neuropsychologie

10
Publications
58
Citations
5
Années
2025Conference paper

Computational Analysis of Human Locomotor Patterns in Virtual Carpet Paradigm™ Using Ant Colony Algorithm

Annaki I.; Rahmoune M.

Lecture Notes in Networks and Systems, Vol. 1397

Ant colony optimizationCognitive impairmentsKinematic analysisSpatial memory assessment+1
2024Article7 citations

Overview of Data Augmentation Techniques in Time Series Analysis

Annaki I.; Rahmoune M.; Bourhaleb M.

International Journal of Advanced Computer Science and Applications, Vol. 15(1)

data augmentationdeep learningmachine learningsynthetic data generation+1
2023Conference paper

Joint Unsupervised Deep Temporal Clustering for Modeling Human Behavior in Vestibular Dysfunction: A Study of Navigation Pattern

Annaki I.; Rahmoune M.; Bourhaleb M.; Rahmoun N.; Zaoui M.; Castilla A.; Berthoz A.; Cohen B.

Lecture Notes in Networks and Systems, Vol. 669

Artificial IntelligenceCognitive ImpairmentsDeep time-series clusteringDeep-Learning+2
2023Conference paper

Spatiotemporal Clustering of Human Locomotion Neuropsychological Assessment in Virtual Reality Using Multi-step Model

Annaki I.; Rahmoune M.; Bourhaleb M.; Zaoui M.; Castilla A.; Berthoz A.; Cohen B.

Lecture Notes in Networks and Systems, Vol. 669

Artificial IntelligenceCognitive ImpairmentsDeep time-series clusteringDeep-Learning+2
2023Conference paper1 citations

Computational Analysis of Human Navigation Trajectories in the VR Magic Carpet ™ Using K-Means

Annaki I.; Rahmoune M.; Bourhaleb M.

Lecture Notes in Electrical Engineering, Vol. 954

Artificial intelligenceCognitive impairmentsMachine learningNeuropsychological assessments+1
2023Conference paper

Evaluating the Efficiency of Multilayer Perceptron Neural Network Architecture in Classifying Cognitive Impairments Related to Human Bipedal Spatial Navigation

Annaki I.; Rahmoune M.; Bourhaleb M.; Zaoui M.; Castilla A.; Berthoz A.; Cohen B.

Lecture Notes in Networks and Systems, Vol. 668

Artificial IntelligenceCognitive ImpairmentsDeep-LearningMultilayer perceptron+2
2023Conference paper

Residual Neural Network Architecture for Identifying Vestibular Disease Based on Head Kinematic Characteristics (Velocity)

Annaki I.; Rahmoune M.; Bourhaleb M.; Zaoui M.; Castilla A.; Berthoz A.; Cohen B.

Lecture Notes in Networks and Systems, Vol. 669

Artificial IntelligenceCognitive ImpairmentsDeep-LearningNeuropsychological assessments+2
2022Conference paper31 citations

Clustering analysis of human navigation trajectories in a visuospatial memory locomotor task using K-Means and hierarchical agglomerative clustering

Annaki I.; Rahmoune M.; Bourhaleb M.; Berrich J.; Zaoui M.; Castilla A.; Berthoz A.; Cohen B.

E3S Web of Conferences, Vol. 351

Machine LearningClusteringVirtual RealityNavigation+1
2022Conference paper10 citations

Computational Analysis of Human Navigation in a VR Spatial Memory Locomotor Assessment Using Density-Based Clustering Algorithm of Applications with Noise DBSCAN

Annaki I.; Rahmoune M.; Bourhaleb M.; Rahmoun N.; Zaoui M.; Castilla A.; Berthoz A.; Cohen B.

Lecture Notes in Networks and Systems, Vol. 455

Artificial intelligenceCognitive impairmentsDBSCANHuman navigation+3
2021Conference paper9 citations

Computational Analysis of Human Navigation Trajectories in a Spatial Memory Locomotor Task

Annaki I.; Rahmoune M.; Bourhaleb M.; Berrich J.; Zaoui M.; Ferro A.C.; Berthoz A.

Lecture Notes in Networks and Systems, Vol. 211

Artificial intelligenceComputer simulationCorsi block tapping testData analytics+2