A Machine Learning Model for Interpretable PECVD Deposition Rate Prediction
This study develops six machine learning models (k‐nearest neighbors, support vector regression, decision tree, random forest, CatBoost, and backpropagation neural network) to predict SiNx deposition rates in plasma‐enhanced chemical vapor deposition using hybrid production and simulation data.
Yuxuan Zhai +8 more
wiley +1 more source
Ultra-precision control of dual-axis scanning mechanism based on PSO-RBF neural network. [PDF]
Fan J, Xu B, Zhang D, Cui J.
europepmc +1 more source
A Survey for Deep Reinforcement Learning Based Network Intrusion Detection
This paper surveys deep reinforcement learning (DRL) for network intrusion detection, evaluating model efficiency, minority attack detection, and dataset imbalance. Findings show DRL achieves state‐of‐the‐art results on public datasets, sometimes surpassing traditional deep learning.
Wanrong Yang +3 more
wiley +1 more source
RBF Neural Network-Aided Robust Adaptive GNSS/INS Integrated Navigation Algorithm in Urban Environments. [PDF]
Wang J +5 more
europepmc +1 more source
Stacked Ensemble Model With Explainable AI for Early Detection of Heart Disease
ABSTRACT Heart disease (HD) is still one of the most common causes of death around the world. Early detection is very important, but it is often hard to do because the symptoms are not specific and the models are not very clear. We propose a two‐layer stacked ensemble that combines four base learners—Support Vector Machine, K‐Nearest Neighbors, Naïve ...
Nazmun Nahar +8 more
wiley +1 more source
Intelligent RBF neural network-based control for dynamic stability and power control in renewable-integrated microgrids. [PDF]
Chiluka V +6 more
europepmc +1 more source
Simulation and Prediction of Fungal Community Evolution Based on RBF Neural Network.
Cai XW, Bao YQ, Hu MF, Liu JB, Zhu JM.
europepmc +1 more source
Objective Femoroacetabular impingement (FAI) and synovitis have been recognized as essential factors for developing osteoarthritis (OA) in the hip joints. However, little is known about altered synovial cellular compositions, their associated transcriptomic profiles, and cell–cell interactions in FAI and hip OA.
Gulzada Kulzhanova +9 more
wiley +1 more source
Development and performance evaluation of variable width raised bed former with optimal parameters predicted by RBF neural network-PSO technique. [PDF]
Sawant CP +6 more
europepmc +1 more source

