Marco S. Reis

Orcid: 0000-0002-4997-8865

Affiliations:
  • University of Coimbra, Portugal


According to our database1, Marco S. Reis authored at least 32 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Persistence Landscapes - Implementing a Dataset Verification Method in Resource-Scarce Embedded Systems.
Comput., June, 2023

Bayesian Optimization for automatic tuning of digital multi-loop PID controllers.
Comput. Chem. Eng., 2023

Robust optimization and data-driven modeling of tissue paper packing considering cargo deformation.
Comput. Ind. Eng., 2023

2022
Linear and Non-Linear Soft Sensors for Predicting the Research Octane Number (RON) through Integrated Synchronization, Resolution Selection and Modelling.
Sensors, 2022

0-Dimensional Persistent Homology Analysis Implementation in Resource-Scarce Embedded Systems.
Sensors, 2022

Forecasting the research octane number in a Continuous Catalyst Regeneration (CCR) reformer.
Qual. Reliab. Eng. Int., 2022

Cluster analysis of crude oils with k-means based on their physicochemical properties.
Comput. Chem. Eng., 2022

Data-Driven Process System Engineering-Contributions to its consolidation following the path laid down by George Stephanopoulos.
Comput. Chem. Eng., 2022

Continuous assessment of data sources quality for improving the resilience of multisource fusion platforms.
Proceedings of the American Control Conference, 2022

2021
A Spectral AutoML approach for industrial soft sensor development: Validation in an oil refinery plant.
Comput. Chem. Eng., 2021

PAT soft sensors for wide range prediction of key properties of diesel fuels and blending components for the oil industry.
Comput. Chem. Eng., 2021

Recent trends on hybrid modeling for Industry 4.0.
Comput. Chem. Eng., 2021

Data-centric process systems engineering: A push towards PSE 4.0.
Comput. Chem. Eng., 2021

2020
A Structure Data-Driven Framework for Virtual Metrology Modeling.
IEEE Trans Autom. Sci. Eng., 2020

A physics-informed Run-to-Run control framework for semiconductor manufacturing.
Expert Syst. Appl., 2020

Predictive analytics in the petrochemical industry: Research Octane Number (RON) forecasting and analysis in an industrial catalytic reforming unit.
Comput. Chem. Eng., 2020

2019
Wide spectrum feature selection (WiSe) for regression model building.
Comput. Chem. Eng., 2019

Data-driven methods for batch data analysis - A critical overview and mapping on the complexity scale.
Comput. Chem. Eng., 2019

Optimal fusion of industrial data streams with different granularities.
Comput. Chem. Eng., 2019

SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data.
Comput. Chem. Eng., 2019

2018
Virtual Metrology Modeling based on Gaussian Bayesian Network.
Proceedings of the 2018 Winter Simulation Conference, 2018

2017
Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing.
IEEE Trans Autom. Sci. Eng., 2017

A comparison of advanced regression techniques for predicting ship CO<sub>2</sub> emissions.
Qual. Reliab. Eng. Int., 2017

2016
How Can SMEs Benefit from Big Data? Challenges and a Path Forward.
Qual. Reliab. Eng. Int., 2016

2015
The ENBIS-14 Quality and Reliability Engineering International Special Issue.
Qual. Reliab. Eng. Int., 2015

Identifying Strong Statistical Bias in the Local Structure of Metabolic Networks - The Metabolic Network of Saccharomyces Cerevisiae as a Test Case.
Proceedings of the BIOINFORMATICS 2015, 2015

2014
A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based Online Denoising.
Qual. Reliab. Eng. Int., 2014

Non-causal data-driven monitoring of the process correlation structure: A comparison study with new methods.
Comput. Chem. Eng., 2014

2012
Development of Generalized Platforms for the Analysis of Complex Datasets.
Qual. Reliab. Eng. Int., 2012

A large-scale statistical process control approach for the monitoring of electronic devices assemblage.
Comput. Chem. Eng., 2012

2010
Statistical monitoring of control loops performance: an improved historical-data benchmark index.
Qual. Reliab. Eng. Int., 2010

Image-based classification of paper surface quality using wavelet texture analysis.
Comput. Chem. Eng., 2010


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