IEEE

Hydrothermal Air-Conditioner Optimal Control Scheduler Using Random Forest-Gradient Boosting Hybrid Model and Genetic Algorithm

Abstract: This research aims to formulate an optimal control algorithm for a hydrothermal air-conditioning system, with the objective of minimizing energy consumption while simultaneously ensuring ...
Tech Xplore

Computer scientists are boosting US cybersecurity

As cyber threats grow more sophisticated by the day, UC Riverside researchers are making computing safer thanks to research ...
Frontiers

Integrating deep learning features from mammography with SHAP values for a machine learning model predicting over 5-year recurrence of breast ductal carcinoma In Situ post ...

1 Department of Breast Surgery, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, China 2 Quanzhou First Hospital Affiliated to Fujian Medical University, Quanzhou, Fujian, China ...
IEEE

Gradient Boosting Algorithms for Day-ahead Residential Load Forecasting of Individual Household

Abstract: The accomplishment of electrification targets and the successful integration of renewable energy sources into the residential grids, conceives the urgency for implementing platforms for the ...
GitHub

Gradient norm explosion after 40 steps using CISPO algorithm

I'm currently training models using the CISPO method, with both dense models (Qwen2.5-7B) and MoE models (Qwen3-30B-A3B). During my experiments, I've encountered an issue where the gradient norm ...
Frontiers

Decoding the association between health level and human settlements environment: a machine learning-driven provincial analysis in China

Background: Rapid urbanization in China has significantly reshaped the human settlement environment (HSE), bringing opportunities and challenges for public health. While existing studies have explored ...