Recently, Xi'an Thermal Engineering Research Institute Co., Ltd. obtained an impressive patent titled "Method and System for Predicting Frequency Regulation Commands of Molten Salt Thermal Energy ...

Machine learning uncovers opportunities for business optimization hidden in the data lake by supercharging analysis of ever-more-complex information.

The portfolio optimization model has limited impact in practice because of estimation issues when applied to real data. To address this, we adapt two machine learning methods, regularization and cross ...

In the quest for sustainable and efficient water treatment solutions, a new study titled "Enhanced Machine Learning Prediction of Biochar Adsorption for Dyes: Parameter Optimization and Experimental ...

This issue has now been addressed. Li Hang's newly launched book 'Machine Learning Methods (2nd Edition)' dedicates a chapter ...

In business, much to the data scientist’s pleasure, so much of optimization is in finding an even narrower local maximum or minimum. That’s a key reason why deep learning systems are of such ...

ELEC_ENG 395, 495: Optimization Techniques for Machine Learning and Deep Learning This course is not currently offered. Prerequisites A thorough understanding of Linear Algebra and Vector Calculus, ...

You don’t need to be an expert in machine learning to know that it’s an exceptionally detail-oriented craft. Every step of the machine-learning development process—from preprocessing the data and ...