Parallel Implementations of Parsimonious Gaussian Mixture Models and Extensions See

Cluster analysis is the process of finding underlying group structures in a set of data. Model-based clustering has an array of swiftly growing literature surrounding this topic; however, a Gaussian mixture model has always bee...

Type-Safe Modeling for Optimization See

Mathematical optimization has many applications in operations research, image processing, and machine learning, demanding not only computational efficiency but also convenience and correctness in constructing complex models. In this work, we i...

Nanocomposite Materials for High-Performance Electrochemical Supercapacitors See

Electrochemical supercapacitors (ESs) are one of the most modern energy storage systems that offer a balance between power and energy densities in which the energy storage mechanisms could be an electrostatic double layer (EDLCs)&#x...

Power Allocation for Spatial Optical-OFDM With Dimming See

Light-emitting diode (LED) luminaires are ubiquitous and widely used in our daily life. Because of energy efficiency and illumination requirements, LED lamps are required to dim. In addition to the lighting function, visible l...