Markov Chains : The Strange Math That Predicts Almost Anything

Discover how Markov chains predict real systems, from Ulam and von Neumann’s Monte Carlo to PageRank, so you can grasp ...
IEEE

Change Detection in Remote Sensing Optical Images Using a SPSA-Based Improved Random Forest Algorithm

Abstract: A precise change detection in the multi-temporal optical images is considered as a crucial task. Although a variety of machine learning-based change detection algorithms have been proposed ...
IEEE

A Novel Machine Learning-Based Automated Formulation Tightening Approach for Energy Storage Resources in Unit Commitment

Abstract: The growing penetration of utility-scale energy storage resources (ESRs) into power grids has heightened the need for their effective integration into the unit commitment (UC) problem. Since ...