Author

Amal Mekni

Institutions: Tunis University, National Engineering School of Tunis, Tunis El Manar University

Observed institutions: Tunis University, University of Carthage, National Engineering School of Tunis, Institut Supérieur des Technologies de l'Information et de la Communication, Tunis El Manar University

ORCID: 0009-0009-4047-7202

Observed ORCID: 0009-0009-4047-7202

OpenAlex ID: A5106677063

Leveraging Machine Learning for Gait Phase Classification with Varied Training Methods

2024 · Amal Mekni, Jyotindra Narayan, et al. · International Conference on Advanced Technologies for Signal and Image Processing · 10

Quinary Classification of Human Gait Phases Using Machine Learning: Investigating the Potential of Different Training Methods and Scaling Techniques

2025 · Amal Mekni, Jyotindra Narayan, et al. · Big Data and Cognitive Computing · 9

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Multi-Class Gait Phase Recognition using Machine Learning Models with Two Training Methods

2024 · Amal Mekni, Jyotindra Narayan, et al. · International Conference on Computing, Communication and Networking Technologies (ICCCNT) · 9

Multi-class classification of gait cycle phases using machine learning: a comprehensive study using two training methods

2025 · Amal Mekni, Jyotindra Narayan, et al. · Network Modeling Analysis in Health Informatics and Bioinformatics · 6

Binary and Ternary Human Gait Phase Classification Using Machine Learning Algorithms

2024 · Amal Mekni, Jyotindra Narayan, et al. · International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT) · 4

Classification of Eight Gait Phases Using Machine Learning: Integration of Multi-Source Gait Data

2025 · Amal Mekni, Jyotindra Narayan, et al. · IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI) · 2

Terrain Classification From Human Gait Patterns Using Temporal Feature–Enhanced Multilayer Perceptron Model: A Cross-Participant Study

2026 · Amal Mekni, Jyotindra Narayan, et al. · IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)

A Comprehensive Comparative Analysis of Gait Phases Using Machine Learning: Binary and Ternary Classifications with Dual Training Methods and Scaling Techniques

2025 · Amal Mekni, Jyotindra Narayan, et al. · Studies in systems, decision and control

Works count: 8

Citation count: 40

H-index: 4

I10-index: 1