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Kris Villez anno 2023

Kris Villez

Senior R&D Staff

Contact

VILLEZK@ORNL.GOV

All Publications

The value of human data annotation for machine learning based anomaly detection in environmental systems
Automatic Drift Correction through Nonlinear Sensing
Metadata and their role in the digital transformation of Water Resource Recovery Facility operations
Active Learning for Anomaly Detection in Environmental data
Accounting for erroneous model structures in biokinetic process models
Computation and illustration of the generalized order restricted criterion (GORIC) for shape constrained spline functions
Benchmarking Soft Sensors for Remote Monitoring of On-Site Wastewater Treatment Plants
A general-purpose method for Pareto optimal placement of flow rate and concentration sensors in networked systems – With application to wastewater treatment plants.

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