IEEE

Environmental Sound Classification Using Convolutional Neural Network Based Transfer Learning

Abstract: Environmental sound classification (ESC) plays a key role in various daily applications but faces challenges such as limited datasets and the complex temporal nature of sounds. Traditional ...
IEEE

Adaptable Parameters Estimation for Microgrid Distributed Energy Resources Using Modified Physics-Informed Neural Network

Abstract: Parameters estimation in microgrids remains challenging due to ambiguous system dynamics brought by distributed energy resources (DERs) and scarcity of data. This study presents a modified ...
Journal of Medical Internet Research

Analysis of Breast Cancer Information on Facebook Using Neural Network–Based Topic Modeling and Metadata Analysis of English and Spanish Content: Comparative Study

Methods: Using the CrowdTangle application programming interface, we collected and processed 243,029 English-language and 96,334 Spanish-language Facebook posts. We applied BERTopic with the ...