IEEE

Floraspeak: Enhancing Flower Recognition and Text to Voice Integration using Python and Machine Learning

Abstract: Aim: This study aims to compare Convolutional Neural Networks (CNN) and K-Nearest Neighbors (KNN) within the Floraspeak system in a bid to enhance the usability and accuracy of flower ...
IEEE

Benchmarking Machine Learning Algorithms for Bearing Fault Classification Using Vibration Data: A Deployment-Oriented Study

Abstract: This study presents a comprehensive benchmarking of 33 machine learning (ML) algorithms for bearing fault classification using vibration data, with a focus on real-world deployment in ...
Frontiers

Integrated transcriptomic and machine learning analysis reveals novel diagnostic biomarkers for adolescent major depressive disorder

To elucidate peripheral molecular biomarkers for adolescent MDD, we performed RNA sequencing on peripheral blood mononuclear cells (PBMCs) from 15 adolescents with MDD and 15 age- and sex-matched ...