Visual Studio Magazine

Support Vector Regression with SGD Training Using C#

Support vector regression can predict numeric values effectively, and this article shows how to implement and train a kernel SVR model in C# using stochastic sub-gradient descent.
www.cs.cmu.edu

Word Embedding Demo: Tutorial

Consider the words "man", "woman", "boy", and "girl". Two of them refer to males, and two to females. Also, two of them refer to adults, and two to children. We can ...
PNAS

A general framework for quantitatively assessing ecological stochasticity

Contributed by James M. Tiedje, July 5, 2019 (sent for review March 18, 2019; reviewed by Jay T. Lennon and Simon A. Levin) ...
Frontiers

Research on multi-algorithm fusion methods for forecasting typical daily load profiles in power system planning for target years

In contrast, the improved K-means algorithm—incorporating Kendall’s Tau correlation and a local search algorithm—stabilized the coefficients above 0.51. This robustness ensures that the selected ...
C&EN

Predicting the Diagnostic Information of Tandem Mass Spectra of Environmentally Relevant Compounds Using Machine Learning

Faculty of Science, Artificial Intelligence, Vrije Universiteit Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands ...