| Conference poster |
- Rendall, Ricardo. "Window-based feature methods for end-of-batch quality predictionChempor". Paper presented in Chempor,
2018.
- Rendall, Ricardo. "Profile-driven Features for Offline Quality Prediction in Batch Processes". 2017.
- Rendall, Ricardo. "On the use of predictive methods for ship fuel consumption analysis from massive on-board operational data".
Paper presented in SIS, 2017.
- Rendall, Ricardo. "Managing uncertainty information for Improved Data-Driven Modelling". Paper presented in ESCAPE,
2016.
- Rendall, Ricardo. "A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based On-line Denoising".
Paper presented in Chempor, 2014.
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| Journal article |
- Rendall, Ricardo; Chiang, Leo H.; Reis, Marco S.. "Data-driven methods for batch data analysis – A critical overview and mapping
on the complexity scale". Computers & Chemical Engineering 124 (2019): 1-13. http://dx.doi.org/10.1016/j.compchemeng.2019.01.014.
10.1016/j.compchemeng.2019.01.014
- Rendall, Ricardo; Castillo, Ivan; Schmidt, Alix; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco. "Wide spectrum feature selection
(WiSe) for regression model building". Computers & Chemical Engineering 121 (2019): 99-110. http://dx.doi.org/10.1016/j.compchemeng.2018.10.005.
Published • 10.1016/j.compchemeng.2018.10.005
- Rendall, Ricardo; Reis, Marco S.. "Which regression method to use? Making informed decisions in “data-rich/knowledge poor”
scenarios – The Predictive Analytics Comparison framework (PAC)". Chemometrics and Intelligent Laboratory Systems 181
(2018): 52-63. http://dx.doi.org/10.1016/j.chemolab.2018.08.004.
Published • 10.1016/j.chemolab.2018.08.004
- Rendall, Ricardo; Castillo, Ivan; Lu, Bo; Colegrove, Brenda; Broadway, Michael; Chiang, Leo H.; Reis, Marco S.. "Image-based
manufacturing analytics: Improving the accuracy of an industrial pellet classification system using deep neural networks".
Chemometrics and Intelligent Laboratory Systems 180 (2018): 26-35. http://dx.doi.org/10.1016/j.chemolab.2018.07.001.
10.1016/j.chemolab.2018.07.001
- Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Saraiva, Pedro M.; Reis, Marco S.. "A Systematic Methodology for Comparing
Batch Process Monitoring Methods: Part II—Assessing Detection Speed". Industrial & Engineering Chemistry Research 57
15 (2018): 5338-5350. http://dx.doi.org/10.1021/acs.iecr.7b04911.
Published • 10.1021/acs.iecr.7b04911
- Rendall, Ricardo; Pereira, Ana Cristina; Reis, Marco S.. "Advanced predictive methods for wine age prediction: Part I – A
comparison study of single-block regression approaches based on variable selection, penalized regression, latent variables
and tree-based ensemble methods". Talanta 171 (2017): 341-350. http://dx.doi.org/10.1016/j.talanta.2016.10.062.
Published • 10.1016/j.talanta.2016.10.062
- Rendall, Ricardo; Lu, Bo; Castillo, Ivan; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco S.. "A Unifying and Integrated Framework
for Feature Oriented Analysis of Batch Processes". Industrial & Engineering Chemistry Research 56 30 (2017): 8590-8605.
http://dx.doi.org/10.1021/acs.iecr.6b04553.
Published • 10.1021/acs.iecr.6b04553
- Lepore, Antonio; dos Reis, Marco Seabra; Palumbo, Biagio; Rendall, Ricardo; Capezza, Christian. "A comparison of advanced
regression techniques for predicting ship CO2
emissions". Quality and Reliability Engineering International 33 6 (2017): 1281-1292. http://dx.doi.org/10.1002/qre.2171.
Published • 10.1002/qre.2171
- Pinheiro, Carolina T.; Rendall, Ricardo; Quina, Margarida J.; Reis, Marco S.; Gando-Ferreira, Licínio M.. "Assessment and
Prediction of Lubricant Oil Properties Using Infrared Spectroscopy and Advanced Predictive Analytics". Energy & Fuels
31 1 (2016): 179-187. http://dx.doi.org/10.1021/acs.energyfuels.6b01958.
Published • 10.1021/acs.energyfuels.6b01958
- Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Chin, Swee-Teng; Chiang, Leo H.; Saraiva, Pedro M.; Reis, Marco S.. "A
Systematic Methodology for Comparing Batch Process Monitoring Methods: Part I—Assessing Detection Strength". Industrial
& Engineering Chemistry Research 55 18 (2016): 5342-5358. http://dx.doi.org/10.1021/acs.iecr.5b04851.
Published • 10.1021/acs.iecr.5b04851
- Reis, Marco S.; Rendall, Ricardo; Chin, Swee-Teng; Chiang, Leo. "Challenges in the Specification and Integration of Measurement
Uncertainty in the Development of Data-Driven Models for the Chemical Processing Industry". Industrial & Engineering Chemistry
Research 54 37 (2015): 9159-9177. http://dx.doi.org/10.1021/ie504577d.
Published • 10.1021/ie504577d
- Rendall, Ricardo; Reis, Marco S.; Pereira, Ana Cristina; Pestana, Cristina; Pereira, Vanda; Marques, José Carlos. "Chemometric
analysis of the volatile fraction evolution of Portuguese beer under shelf storage conditions". Chemometrics and Intelligent
Laboratory Systems 142 (2015): 131-142. http://dx.doi.org/10.1016/j.chemolab.2015.01.015.
Published • 10.1016/j.chemolab.2015.01.015
- Rendall, Ricardo R.; Reis, Marco S.. "A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based
Online Denoising". Quality and Reliability Engineering International 30 7 (2014): 935-950. http://dx.doi.org/10.1002/qre.1709.
Published • 10.1002/qre.1709
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