Scientific Research Publishing

Proposal for a Machine Learning Model to Improve Hauling Productivity in an Open-Pit Mine ()

This proposal outlines a machine learning-based approach aimed at improving productivity in haulage operations within ...
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 ...
Medical Xpress

Boosting Machine Learning Algorithms

Using machine learning models, researchers at Michigan Medicine have identified a potential way to diagnose amyotrophic lateral sclerosis, or ALS, earlier from a blood sample, a study suggests.
Frontiers

APOE ε4 allele drives female-specific Alzheimer’s disease progression via vascular dysfunction and tau spreading

Apolipoprotein E (APOE) epsilon4 (ε4) is a major genetic risk factor for late-onset Alzheimer’s disease (AD), with women exhibiting heightened vulnerability to APOE ε4-associated cognitive impairment.
Forbes

Learning The Most Rigorous Approaches To Validating Algorithms And Greatly Boosting AI Safety

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I examine the importance of performing ...
IEEE

Turbulent Reynolds Stresses Prediction using Stochastic Gradient Boosting Regression

Abstract: Predicting turbulent Reynolds stresses (TRS) accurately is crucial for the advancement of fluid dynamics and engineering applications. This study presents an application of stochastic ...
IEEE

Stochastic Gradient Boosting for Robust Twitter Spam Detection: An Ensemble Learning Approach

Abstract: Here, we concentrate on one specific use case: Twitter identifying spam using the Stochastic Gradient Boosting (SGB) technique. In order to improve the predictability of prediction models, ...
GitHub

Forecasting time series data using gradient boosting method

I have successfully run the deep learning models. However, when I run the Gradient Boosting Regression model, the predictions collapse into a straight flat line. I would like to understand why this ...
Microsoft

Stochastic Gradient Descent Tricks

The first chapter of Neural Networks, Tricks of the Trade strongly advocates the stochastic back-propagation method to train neural networks. This is in fact an instance of a more general technique ...
AOL

Social media algorithms boost L.A. protest misinformation in ‘combustible’ environment

Offline, in real-world Los Angeles, most Angelenos are having a perfectly normal day. But online, the fires and riots are still raging. The powerful algorithms that fuel social media platforms are ...