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ORCIDMarco S. Reis
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- affiliation: University of Coimbra, Portugal
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2020 – today
- 2023
[j29]João P. L. Coutinho
, Marco S. Reis, Diogo Filipe Martins Gonçalves Neves, Fernando P. Bernardo:
Robust optimization and data-driven modeling of tissue paper packing considering cargo deformation. Comput. Ind. Eng. 175: 108898 (2023)- [j28]João P. L. Coutinho, Lino O. Santos, Marco S. Reis:
Bayesian Optimization for automatic tuning of digital multi-loop PID controllers. Comput. Chem. Eng. 173: 108211 (2023) - [j27]Sérgio Branco, Ertugrul Dogruluk, João G. Carvalho, Marco S. Reis, Jorge Cabral:
Persistence Landscapes - Implementing a Dataset Verification Method in Resource-Scarce Embedded Systems. Comput. 12(6): 110 (2023) - 2022
- [j26]André Mendes Sancho, J. C. Ribeiro, Marco S. Reis, Fernando Gomes Martins:
Cluster analysis of crude oils with k-means based on their physicochemical properties. Comput. Chem. Eng. 157: 107633 (2022) - [j25]Marco S. Reis, Pedro M. Saraiva:
Data-Driven Process System Engineering-Contributions to its consolidation following the path laid down by George Stephanopoulos. Comput. Chem. Eng. 159: 107675 (2022) - [j24]Tiago Dias, Rodolfo Oliveira, Pedro M. Saraiva, Marco S. Reis:
Forecasting the research octane number in a Continuous Catalyst Regeneration (CCR) reformer. Qual. Reliab. Eng. Int. 38(3): 1463-1481 (2022) - [j23]Sérgio Branco, João G. Carvalho, Marco S. Reis, Nuno V. Lopes, Jorge Cabral:
0-Dimensional Persistent Homology Analysis Implementation in Resource-Scarce Embedded Systems. Sensors 22(10): 3657 (2022) - [j22]Tiago Dias, Rodolfo Oliveira, Pedro M. Saraiva, Marco S. Reis:
Linear and Non-Linear Soft Sensors for Predicting the Research Octane Number (RON) through Integrated Synchronization, Resolution Selection and Modelling. Sensors 22(10): 3734 (2022) - [c3]Eugeniu Strelet, Zhenyu Wang, You Peng, Ivan Castillo, Ricardo R. Rendall, Birgit Braun, Leo H. Chiang, Marco S. Reis:
Continuous assessment of data sources quality for improving the resilience of multisource fusion platforms. ACC 2022: 4323-4328 - 2021
- [j21]Daniela C. M. de Souza, Luís Cabrita, Cláudia F. Galinha, Tiago J. Rato, Marco S. Reis:
A Spectral AutoML approach for industrial soft sensor development: Validation in an oil refinery plant. Comput. Chem. Eng. 150: 107324 (2021) - [j20]Joel Sansana, Mark N. Joswiak, Ivan Castillo, Zhenyu Wang, Ricardo R. Rendall, Leo H. Chiang, Marco S. Reis:
Recent trends on hybrid modeling for Industry 4.0. Comput. Chem. Eng. 151: 107365 (2021) - [j19]Daniela C. M. de Souza, Luís Cabrita, Cláudia F. Galinha, Marco S. Reis:
PAT soft sensors for wide range prediction of key properties of diesel fuels and blending components for the oil industry. Comput. Chem. Eng. 153: 107449 (2021) - [j18]Marco S. Reis, Pedro M. Saraiva:
Data-centric process systems engineering: A push towards PSE 4.0. Comput. Chem. Eng. 155: 107529 (2021) - 2020
- [j17]Tiago Dias, Rodolfo Oliveira, Pedro M. Saraiva, Marco S. Reis:
Predictive analytics in the petrochemical industry: Research Octane Number (RON) forecasting and analysis in an industrial catalytic reforming unit. Comput. Chem. Eng. 139: 106912 (2020) - [j16]Wei-Ting Yang, Jakey Blue, Agnès Roussy, Jacques Pinaton, Marco S. Reis:
A physics-informed Run-to-Run control framework for semiconductor manufacturing. Expert Syst. Appl. 155: 113424 (2020) - [j15]Wei-Ting Yang, Jakey Blue, Agnès Roussy, Jacques Pinaton, Marco S. Reis:
A Structure Data-Driven Framework for Virtual Metrology Modeling. IEEE Trans Autom. Sci. Eng. 17(3): 1297-1306 (2020)
2010 – 2019
- 2019
- [j14]Ricardo R. Rendall, Ivan Castillo, Alix Schmidt, Swee-Teng Chin, Leo H. Chiang, Marco S. Reis:
Wide spectrum feature selection (WiSe) for regression model building. Comput. Chem. Eng. 121: 99-110 (2019) - [j13]Ricardo R. Rendall, Leo H. Chiang, Marco S. Reis:
Data-driven methods for batch data analysis - A critical overview and mapping on the complexity scale. Comput. Chem. Eng. 124: 1-13 (2019) - [j12]Tiago J. Rato, Marco S. Reis:
SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data. Comput. Chem. Eng. 128: 437-449 (2019) - [j11]Tiago J. Rato, Marco S. Reis:
Optimal fusion of industrial data streams with different granularities. Comput. Chem. Eng. 130 (2019) - 2018
- [c2]Wei-Ting Yang, Jakey Blue, Agnès Roussy, Marco S. Reis, Jacques Pinaton:
Virtual Metrology Modeling based on Gaussian Bayesian Network. WSC 2018: 3574-3582 - 2017
- [j10]Antonio Lepore, Marco Seabra dos Reis, Biagio Palumbo, Ricardo R. Rendall, Christian Capezza:
A comparison of advanced regression techniques for predicting ship CO2 emissions. Qual. Reliab. Eng. Int. 33(6): 1281-1292 (2017) - [j9]Tiago J. Rato, Jakey Blue, Jacques Pinaton, Marco S. Reis:
Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing. IEEE Trans Autom. Sci. Eng. 14(2): 894-904 (2017) - 2016
- [j8]Shirley Coleman, Rainer Göb, Giuseppe Manco, Antonio Pievatolo, Xavier Tort-Martorell, Marco Seabra dos Reis:
How Can SMEs Benefit from Big Data? Challenges and a Path Forward. Qual. Reliab. Eng. Int. 32(6): 2151-2164 (2016) - 2015
- [j7]Irena Ograjensek, Marco Seabra dos Reis:
The ENBIS-14 Quality and Reliability Engineering International Special Issue. Qual. Reliab. Eng. Int. 31(7): 1101-1102 (2015) - [c1]Paulo A. N. Dias, Marco Seabra dos Reis, Pedro Martins, Armindo Salvador:
Identifying Strong Statistical Bias in the Local Structure of Metabolic Networks - The Metabolic Network of Saccharomyces Cerevisiae as a Test Case. BIOINFORMATICS 2015: 207-212 - 2014
- [j6]Tiago J. Rato, Marco S. Reis:
Non-causal data-driven monitoring of the process correlation structure: A comparison study with new methods. Comput. Chem. Eng. 71: 307-322 (2014) - [j5]Ricardo R. Rendall, Marco S. Reis:
A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based Online Denoising. Qual. Reliab. Eng. Int. 30(7): 935-950 (2014) - 2012
- [j4]Marco S. Reis, Pedro Delgado:
A large-scale statistical process control approach for the monitoring of electronic devices assemblage. Comput. Chem. Eng. 39: 163-169 (2012) - [j3]Véronique M. Gomes, Ana C. Pereira, Pedro M. Saraiva, Marco S. Reis:
Development of Generalized Platforms for the Analysis of Complex Datasets. Qual. Reliab. Eng. Int. 28(5): 508-523 (2012) - 2010
- [j2]Marco S. Reis, Armin Bauer:
Image-based classification of paper surface quality using wavelet texture analysis. Comput. Chem. Eng. 34(12): 2014-2021 (2010) - [j1]Tiago J. Rato, Marco S. Reis:
Statistical monitoring of control loops performance: an improved historical-data benchmark index. Qual. Reliab. Eng. Int. 26(8): 831-844 (2010)
Coauthor Index
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