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Mounîm A. El Yacoubi's research focuses on AI and machine learning modelling of various real-life phenomena. He is particularly interested in the modelling of biometric data, such as handwriting, gestures, voice, face or walking, for the detection of neurodegenerative diseases or for human-computer interaction.