Carlos Cernuda
Mondragon Unibertsitatea(ES)
Publications by Year
Research Areas
Spectroscopy and Chemometric Analyses, Fault Detection and Control Systems, Advanced Chemical Sensor Technologies, Dementia and Cognitive Impairment Research, Spectroscopy Techniques in Biomedical and Chemical Research
Most-Cited Works
- → Generalized smart evolving fuzzy systems(2015)160 cited
- → Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery(2020)48 cited
- → Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data(2020)35 cited
- → Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation(2018)31 cited
- → NIR-based quantification of process parameters in polyetheracrylat (PEA) production using flexible non-linear fuzzy systems(2011)27 cited
- → Incremental and decremental active learning for optimized self-adaptive calibration in viscose production(2014)25 cited
- → Hybrid adaptive calibration methods and ensemble strategy for prediction of cloud point in melamine resin production(2013)20 cited
- → Estimation of the epidemiology of dementia and associated neuropsychiatric symptoms by applying machine learning to real-world data(2021)19 cited
- → Evolving chemometric models for predicting dynamic process parameters in viscose production(2012)16 cited
- → Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization(2020)14 cited