IEEE

IoT-Driven Green Building Materials and Life Cycle Assessment with Gradient Boosting Machines

Abstract: To evaluate the long-term viability of sustainable building materials, this research proposes a new method that combines the Internet of Things (IoT) with Gradient Boosting Machines (GBM).
Visual Studio Magazine

Linear Regression with Pseudo-Inverse Training Using JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression with pseudo-inverse training implemented using JavaScript. Compared to other training techniques, such as ...
IEEE

Detection of Referral Inefficiency at First Level Health Facilities in BPJS using the Light Gradient Boosting Machine Algorithm

Abstract: The referral system in the National Health Insurance program aims to optimize the function of First Level Health Facilities as an initial health service filter. However, practice in the ...
Scientific Research Publishing

Natekin, A. and Knoll, A. (2013) Gradient Boosting Machines, a Tutorial. Frontiers in Neurorobotics, 7, Article No. 21.

ABSTRACT: Accurate land use/land cover (LULC) classification remains a persistent challenge in rapidly urbanising regions especially, in the Global South, where cloud cover, seasonal variability, and ...