Carlos Cernuda
Title
Cited by
Cited by
Year
Generalized smart evolving fuzzy systems
E Lughofer, C Cernuda, S Kindermann, M Pratama
Evolving systems 6 (4), 269-292, 2015
1242015
NIR-based quantification of process parameters in polyetheracrylat (PEA) production using flexible non-linear fuzzy systems
C Cernuda, E Lughofer, W Märzinger, J Kasberger
Chemometrics and Intelligent Laboratory Systems 109 (1), 22-33, 2011
332011
Evolving chemometric models for predicting dynamic process parameters in viscose production
C Cernuda, E Lughofer, L Suppan, T Röder, R Schmuck, P Hintenaus, ...
Analytica chimica acta 725, 22-38, 2012
222012
Hybrid adaptive calibration methods and ensemble strategy for prediction of cloud point in melamine resin production
C Cernuda, E Lughofer, P Hintenaus, W Märzinger, T Reischer, ...
Chemometrics and Intelligent Laboratory Systems 126, 60-75, 2013
212013
Incremental and decremental active learning for optimized self-adaptive calibration in viscose production
C Cernuda, E Lughofer, G Mayr, T Röder, P Hintenaus, W Märzinger, ...
Chemometrics and Intelligent Laboratory Systems 138, 14-29, 2014
152014
Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation
R Nikzad-Langerodi, E Lughofer, C Cernuda, T Reischer, W Kantner, ...
Analytica chimica acta 1013, 1-12, 2018
122018
Improved quantification of important beer quality parameters based on nonlinear calibration methods applied to FT-MIR spectra
C Cernuda, E Lughofer, H Klein, C Forster, M Pawliczek, M Brandstetter
Analytical and bioanalytical chemistry 409 (3), 841-857, 2017
122017
Generalized flexible fuzzy inference systems
E Lughofer, C Cernuda, M Pratama
2013 12th International Conference on Machine Learning and Applications 2, 1-7, 2013
72013
On the relevance of preprocessing in predictive maintenance for dynamic systems
C Cernuda
Predictive Maintenance in Dynamic Systems, 53-93, 2019
42019
Enhanced genetic operators design for waveband selection in multivariate calibration based on NIR spectroscopy
C Cernuda, E Lughofer, P Hintenaus, W Märzinger
Journal of Chemometrics 28 (2), 123-136, 2014
32014
Interpreting Remaining Useful Life estimations combining Explainable Artificial Intelligence and domain knowledge in industrial machinery
O Serradilla, E Zugasti, C Cernuda, A Aranburu, JR de Okariz, U Zurutuza
2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2020
22020
Validation of random forest machine learning models to predict dementia-related neuropsychiatric symptoms in real-world data
J Mar, A Gorostiza, O Ibarrondo, C Cernuda, A Arrospide, Á Iruin, ...
Journal of Alzheimer's Disease, 1-10, 2020
12020
Self-adaptive non-linear methods for improved multivariate calibration in chemical processes
C Cernuda, E Lughofer, T Röder, W Märzinger, T Reischer, M Pawliczek, ...
Lenzing. Ber 92, 12-32, 2015
12015
Decremental Active Learning for Optimized Self-Adaptive Calibration in Viscose Production
C Cernuda, E Lughofer, G Mayr, T Roeder, P Hintenaus, W Maerzinger
13th Scandinavian Symposium in Chemometrics, 2013
12013
Data-Driven Industrial Human-Machine Interface Temporal Adaptation for Process Optimization
D Reguera-Bakhache, I Garitano, R Uribeetxeberria, C Cernuda, ...
2020 25th IEEE International Conference on Emerging Technologies and Factory …, 2020
2020
Critical Analysis of the Suitability of Surrogate Models for Finite Element Method Application in Catalog-Based Suspension Bushing Design
C Cernuda, I Llavori, AC Zăvoianu, A Aguirre, A Zabala, J Plaza
2020 25th IEEE International Conference on Emerging Technologies and Factory …, 2020
2020
Validation and calibration of machine learning predictive models aimed to identify dementia-related neuropsychiatric symptoms on real-world data (RWD).
J Mar, A Gorostiza, O Ibarrondo, C Cernuda, A Alberdi, Á Iruin, M Tainta
2020 Alzheimer's Association International Conference, 2020
2020
Validation of machine learning models to predict dementia-related neuropsychiatric symptoms in real-world data
J Mar, A Gorostiza, O Ibarrondo, C Cernuda, A Arrospide, Á Iruin, ...
2020
Ensembled Self-Adaptive Fuzzy Calibration Models for On-line Cloud Point Prediction
C Cernuda, E Lughofer, P Hintenaus, W Märzinger, T Reischer, ...
8th conference of the European Society for Fuzzy Logic and Technology …, 2013
2013
Hybrid Evolutionary Particle Swarm Optimization and Ant Colony Optimization for Variable Selection. Application to Near Infrared Spectroscopy
C Cernuda, E Lughofer, W Märzinger, W Summerer
Global Journal on Technology 3, 2013
2013
The system can't perform the operation now. Try again later.
Articles 1–20