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Rendall, Ricardo
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1

Hybrid modeling for improved extrapolation and transfer lea..:

Sansana, Joel ; Rendall, Ricardo ; Castillo, Ivan..
Chemical Engineering Science.  300 (2024)  - p. 120568 , 2024
Link: https://doi.org/10.1016/..
 
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2

Hybrid Approach for Advanced Monitoring and Forecasting of ..:

Sansana, Joel ; Rendall, Ricardo ; Castillo, Ivan...
Industrial & Engineering Chemistry Research.  63 (2024)  24 - p. 10666-10676 , 2024
Link: https://doi.org/10.1021/..
 
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3

Multi-source and multimodal data fusion for improved manage..:

Strelet, Eugeniu ; Peng, You ; Castillo, Ivan...
Journal of Environmental Chemical Engineering.  11 (2023)  6 - p. 111530 , 2023
Link: https://doi.org/10.1016/..
 
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4

From Open Loop to Real-time Recipe Optimization for Complex..:

, In: 2023 American Control Conference (ACC),
Kong, Lingxun ; Castillo, Ivan ; Peng, You... - p. 750-755 , 2023
Link: https://doi.org/10.23919..
 
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5

A functional data-driven approach to monitor and analyze eq..:

Sansana, Joel ; Rendall, Ricardo ; Joswiak, Mark N....
Process Safety and Environmental Protection.  180 (2023)  - p. 868-882 , 2023
Link: https://doi.org/10.1016/..
 
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6

Continuous assessment of data sources quality for improving..:

, In: 2022 American Control Conference (ACC),
Strelet, Eugeniu ; Wang, Zhenyu ; Peng, You... - p. 4323-4328 , 2022
Link: https://doi.org/10.23919..
 
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7

Benchmark study of reinforcement learning in controlling an..:

Zhu, Wenbo ; Castillo, Ivan ; Wang, Zhenyu...
Journal of Advanced Manufacturing and Processing.  4 (2022)  2 - p. , 2022
Link: https://doi.org/10.1002/..
 
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8

Improving the sensitivity of statistical process monitoring..:

Reis, Marco S. ; Rendall, Ricardo ; Rato, Tiago J...
Chemometrics and Intelligent Laboratory Systems.  215 (2021)  - p. 104369 , 2021
Link: https://doi.org/10.1016/..
 
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9

Recent trends on hybrid modeling for Industry 4.0:

Sansana, Joel ; Joswiak, Mark N. ; Castillo, Ivan...
Computers & Chemical Engineering.  151 (2021)  - p. 107365 , 2021
Link: https://doi.org/10.1016/..
 
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10

Determination of Sugar, pH, and Anthocyanin Contents in Por..:

Gomes, Véronique ; Rendall, Ricardo ; Reis, Marco Seabra..
Applied Sciences.  11 (2021)  21 - p. 10319 , 2021
Link: https://doi.org/10.3390/..
 
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11

Sensor Fusion with Irregular Sampling and Varying Measureme..:

Sansana, Joel ; Rendall, Ricardo ; Wang, Zhenyu..
Industrial & Engineering Chemistry Research.  59 (2020)  6 - p. 2328-2340 , 2020
Link: https://doi.org/10.1021/..
 
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12

Wide spectrum feature selection (WiSe) for regression model..:

Rendall, Ricardo ; Castillo, Ivan ; Schmidt, Alix...
Computers & Chemical Engineering.  121 (2019)  - p. 99-110 , 2019
Link: https://doi.org/10.1016/..
 
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13

Data-driven methods for batch data analysis – A critical ov..:

Rendall, Ricardo ; Chiang, Leo H. ; Reis, Marco S.
Computers & Chemical Engineering.  124 (2019)  - p. 1-13 , 2019
Link: https://doi.org/10.1016/..
 
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14

Predicting ships' CO2emissions using feature‐oriented metho..:

Reis, Marco S. ; Rendall, Ricardo ; Palumbo, Biagio..
Applied Stochastic Models in Business and Industry.  36 (2019)  1 - p. 110-123 , 2019
Link: https://doi.org/10.1002/..
 
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15

Which regression method to use? Making informed decisions i..:

Rendall, Ricardo ; Reis, Marco S.
Chemometrics and Intelligent Laboratory Systems.  181 (2018)  - p. 52-63 , 2018
Link: https://doi.org/10.1016/..
 
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