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

Neural Network Model Using Levenberg Marquardt Backpropagation Algorithm for the Prandtl Fluid Flow Over Stratified Curved Sheet

Abstract: Artificial intelligence has proliferated across numerous fields of study as a result of its rapid and accurate response times. Its application in fluid dynamics for optimization and ...
Visual Studio Magazine

Poisson Regression Using C#

Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demo of Poisson regression, where the goal is to predict a count of things arriving, such as the number of telephone calls ...
The New York Times

3 Mexican Sectors Most Affected by U.S. Tariffs, and How the Country Could Respond

President Trump’s tariffs will have major effects on Mexico’s auto industry, agriculture and energy, but the country has some means for responding. By Simon Romero Reporting from Mexico City The Trump ...
Frontiers

Simplified methods for variance estimation in microbiome abundance count data analysis

The complex nature of microbiome data has made the differential abundance analysis challenging. Microbiome abundance counts are often skewed to the right and heteroscedastic (also known as ...
IEEE

Segmented Error Minimisation (Semi) for Robust Training of Deep Learning Models with Non-Linear Shifts in Reference Data

Abstract: Time series regression models are typically trained using the mean squared error (MSE) and thus rely critically on time-aligned reference data. However, the ...
Scientific Research Publishing

A Novel Approach for Developing a Linear Regression Model within Logistic Cluster Using Scikit-Learn ()

1 Departments of Computer Sciences, Nasarawa State University, Keffi, Nigeria. 2 Departments of Computer Sciences, University of Jos, Jos, Nigeria. Due to the rapid development of logistic industry, ...
Frontiers

A machine learning model-based satellite data record of dissolved organic carbon concentration in surface waters of the global open ocean

Dissolved Organic Carbon (DOC) is the largest organic carbon pool in the ocean. Considering the biotic and abiotic factors controlling DOC processes, indirect satellite methods for open ocean DOC ...