Frontiers

A prediction method for older adult care service demand combining improved RF algorithm and logistic regression

Academy of Art and Design, Yancheng Teachers University, Yancheng, China Introduction: With the acceleration of global aging, the accurate prediction of care service demand for older adults is of ...
Frontiers

Development of a machine learning-based risk prediction model for early-stage pneumoconiosis: a retrospective study

Background: The diagnosis of occupational pneumoconiosis requires more accurate predictive models. The purpose of this study is to screen blood markers associated with early pneumoconiosis development ...
IEEE

Investigation of a seismic intensity prediction model using multisource observation data based on the LightGBM method

Abstract: Seismic intensity serves as a key metric for evaluating postearthquake disaster conditions, informing emergency response strategies, and assessing damage. However, most existing prediction ...
IEEE

Bearing RUL Prediction Using Composite Health Index-Based Gaussian Process Regression Model With a Dynamic Change Point

Abstract: Predicting the remaining useful life (RUL) of bearings is crucial for system reliability and preventing unexpected shutdowns. Aiming at two critical issues in RUL prediction, the first ...
autoevolution

He Got a Tesla Model Y for a Couple of Days, It Made His Daughter Cry

Tesla launched the refreshed Model Y, codenamed "Juniper," in early 2025. Deliveries kicked off in China in March, followed by the crossover's arrival in its home market, the United States, and in ...