Open access
Aug 2026
AN INTERPRETABLE SPEECH ANALYTICS FRAMEWORK FOR EARLY PARKINSON'S DISEASE IDENTIFICATION USING K-NEAREST NEIGHBORS
A prediction framework for Parkinson's disease identification based on speech data that makes use of the K-Nearest Neighbours (KNN) algorithm, a non-parametric and instance-based learning method that can achieve high accuracy in differentiating PD patients from healthy persons.
Ayesha T. Fathima, Safia Khanum, Ruqiya Fatima
· International Journal of Eng... · 0 citations