Marco Vannocci

vannocci
Research assistant
M.Eng – Control System Engineer

 

Contacts

Email:

Phone: +39 050 882513

Marco earned a master’s degree in computer engineering from Pisa University. He has been working at Scuola Superiore Sant’Anna since 2010 and he has experience in the field of systems and process control. His research activities deals with modelling, simulation, optimization and control of industrial systems with a focus on AI-based control techniques. He also holds expertise on application of robots and CNC machine tools in industrial frameworks. He participated in several EU funded projects supported by the Research Fund for Coal & Steel and he is involved in third parties collaborations with Italian and European companies. He is co-author of papers published in international journals and conferences as well as book chapters.

List of Publications

Journals

2015

Vannocci, Marco; Colla, Valentina; Pulito, P; Saccone, M; Zagaria, M; Dimastromatteo, V

Advanced Monitoring System of A Sinter Plant Journal Article

IRONMAKING & STEELMAKING, 42 , pp. 424–432, 2015, ISSN: 0301-9233.

BibTeX

2012

Vannucci, Marco; Porzio, Giacomo Filippo; Fornai, Barbara; Colla, Valentina; Vannocci, Marco

Efficient approximation of time consuming models for their use in optimization frameworks Journal Article

INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY, 13 , pp. –, 2012, ISSN: 1473-8031.

BibTeX

Conferences

2014

Alcamisi, E; Matino, I; Vannocci, Marco; Colla, Valentina

Simplified Ionic Representation of Industrial Water Streams Inproceedings

Proc. of the UKSim AMSS 8th European Modelling Symposium on Mathematical Modelling and Computer Simulation, pp. 286–290, IEEE Computer Society Conference Publishing Servic, Pisa (Italy), 2014.

Links | BibTeX

Cateni, S; Colla, Valentina; Vannucci, Marco; Vannocci, Marco

A Procedure for Building Reduced reliable Training Datasets from Real-World Data Inproceedings

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, AIA 2014, pp. 393–399, IASTED, Innsbruck (Austria), 2014.

BibTeX

Vannocci, Marco; Colla, Valentina; Pulito, P; Zagaria, M; Mastromatteo, Di V; Saccone, M

Fuzzy Control of a Sintering Plant Inproceedings

FCTA 2014 - Proceedings of the International Conference on Fuzzy Computation Theory and Application, pp. 68–75, INSTICC-SCITEPRESS, Roma (Italy), 2014.

BibTeX

2013

S.Cateni, ; Colla, Valentina; Vannucci, Marco; Vannocci, Marco

Prediction of Steel Hardenability and Related Reliability Through Neural Networks Inproceedings

-, pp. 169–174, IASTED, Innsbruck, 2013.

Links | BibTeX

Colla, Valentina; Nastasi, Gianluca; Cateni, S; Vannucci, Marco; Vannocci, Marco

Genetic Algorithms Applied to Discrete Distribution Fitting Inproceedings

Proc. of the UKSim AMSS 7th European Modelling Symposium on Mathematical Modelling and Computer Simulation, pp. –, IEEE Computer Society, Manchester (UK), 2013.

BibTeX

2012

Vannucci, Marco; Colla, Valentina; Vannocci, Marco; Reyneri, Leonardo M

Dynamic Resampling Method for Classification of Sensitive Problems and Uneven DatasetsAdvances in Computational Intelligence Inproceedings

Advances in Computational Intelligence, pp. 78–87, Springer Verlag, Catania, 2012.

Links | BibTeX

Vannucci, Marco; Colla, Valentina; Vannocci, Marco; Nastasi, Gianluca

An ensemble classification method based on input clustering and classifiers expected reliability Inproceedings

-, pp. 3–8, IEEE Computer Society, Malta, 2012.

BibTeX

Vannucci, Marco; Colla, Valentina; Vannocci, Marco; Reyneri, L M

Dynamic resampling method for classification of sensitive problems and uneven datasets Inproceedings

Advances in Computational Intelligence Part II, pp. 78–87, Springer, Catania, 2012.

BibTeX

Books