IEEE

Gender Classification Using K-Nearest Neighbors and Logistic Regression Models

Abstract: This work provides a hybrid model for gender identification integrating face features with logistic regression with K-Nearest Neighbors. The model reached an amazing accuracy of 96% with a ...
IEEE

Shared Manifold Regularized Joint Feature Selection for Joint Classification and Regression in Alzheimer’s Disease Diagnosis

Abstract: In Alzheimer’s disease (AD) diagnosis, joint feature selection for predicting disease labels (classification) and estimating cognitive scores (regression) with neuroimaging data has received ...
The Lancet

A biological classification of Parkinson's disease: the SynNeurGe research diagnostic criteria

jPacific Parkinson's Research Centre, Parkinson's Foundation Centre of Excellence, University of British Columbia, BC, Canada kUniversity Health Network's Krembil Brain Institute, Edmond J Safra ...
GitHub

Emotion Recognition Using Acoustic Features and Deep Learning: A Speaker-Independent Study

This repository provides reproducible source code for the speaker-independent speech emotion recognition experiments described in the article. It includes three experimental paths: classical acoustic ...