3 papers
eess.SY2025
A Review of Artificial Intelligence Impacting Statistical Process Monitoring and Future Directions
Shing I Chang, Parviz Ghafariasl
It has been 100 years since statistical process control (SPC) or statistical process monitoring (SPM) was first introduced for production processes and later applied to service, he…
cs.LG2024
Advanced Meta-Ensemble Machine Learning Models for Early and Accurate Sepsis Prediction to Improve Patient Outcomes
MohammadAmin Ansari Khoushabar, Parviz Ghafariasl
Sepsis, a critical condition from the body's response to infection, poses a major global health crisis affecting all age groups. Timely detection and intervention are crucial for r…
cs.NE2024
Optimizing PM2.5 Forecasting Accuracy with Hybrid Meta-Heuristic and Machine Learning Models
Parviz Ghafariasl, Masoomeh Zeinalnezhad, Amir Ahmadishokooh
Timely alerts about hazardous air pollutants are crucial for public health. However, existing forecasting models often overlook key factors like baseline parameters and missing dat…