IEEE

Hybrid PCA-Based Machine Learning Models for Predictive Analytics in Urban Health ...

Abstract: In this paper, a hybrid PCA-based approach is proposed for predicting the respiratory imbalance in an urban health monitoring system. To do this, three models namely Random Forest, XGBoost, ...
eLife

A novel high-throughput single-cell DNA sequencing method reveals hidden genomic ...

This important study, which tackles the challenge of analyzing genome integrity and instability in unicellular pathogens by introducing a novel single-cell genomics approach, presents compelling ...
IEEE

A Hybrid Intrusion Detection System Approach Using PCA and SMOTE with Advanced Ensemble Models

Abstract: A persistent issue of class imbalance in intrusion detection systems (IDS) is addressed in this research, particularly in the context of cyber-physical systems and IoT devices. Current IDS ...
来自MSN

Visualizing high-dimensional data using PCA in Scikit-Learn

Simplify complex datasets using Principal Component Analysis (PCA) in Python. Great for dimensionality reduction and visualization. Mike Johnson gives update on Jan. 6 plaque Alaska received 7 feet of ...