SUPER-COUGH: A Super Learner-based ensemble machine learning method for detecting disease on cough acoustic signals

EK Topuz, Y Kaya - Biomedical Signal Processing and Control, 2024 - Elsevier
Sound classification has obtained considerable attention in recent years due to its wide
range of applications in various fields, such as speech recognition, sound surveillance …

[HTML][HTML] Deep learning enhanced mixed integer optimization: Learning to reduce model dimensionality

N Triantafyllou, MM Papathanasiou - Computers & Chemical Engineering, 2024 - Elsevier
This work introduces a framework to address the computational complexity inherent in Mixed
Integer Programming (MIP) models by harnessing the potential of deep learning. By …