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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Safia Khanum

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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 · 0 citations

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