Nature

Strong tracking dimensionality-reduction CKF algorithm for SINS initial alignment under large misalignment angle

Initial alignment is the prerequisite and foundation for the normal operation of the Strapdown Inertial Navigation System (SINS). Kalman filtering and various evolution algorithms are commonly ...
Nature

Dimensionality-reduced multi-objective framework for resilient power systems with electric vehicles and hydrogen-based energy storage

Modern power systems are becoming increasingly complex and vulnerable, raising concerns about their ability to withstand disruptive events. As a result, resilience has become a key consideration in ...
VentureBeat

Understanding dimensionality reduction in machine learning models

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Machine learning algorithms have gained fame for being able to ferret out ...
Visual Studio Magazine

Data Dimensionality Reduction Using a Neural Autoencoder with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on creating an approximation of a dataset that has fewer columns. Imagine that you have a dataset that has many ...