Gianluca Nastasi

nastasi
Research collaborator
M.Eng – Solution Engineer

 

 

Contacts

Email:

Phone: +39 050 882511

Gianluca is a solution architect and a software engineer with a deep experience in the field of machine learning and data mining applied to various industrial scenarios. His expertise comprises also big data, distributed computing, data management as well as desktop, web and mobile applications design.

Since 2002 he collaborates with Scuola Superiore Sant’Anna as post-doctoral researcher and research assistant.


List of Publications

Journals

2016

Nastasi, Gianluca; Colla, Valentina; Cateni, S; Campigli, S

Implementation and comparison of algorithms for multi-objective optimization based on genetic algorithms applied to the management of an automated warehouse Journal Article

in press on Journal of Intelligent Manufacturing, 2016.

BibTeX

2015

Maddaloni, A; Porzio, Giacomo Filippo; Nastasi, Gianluca; Colla, Valentina; Branca, Teresa Annunziata

Multi-objective optimization applied to retrofit analysis: a case study for the iron and steel industry Journal Article

Applied Thermal Engineering, 91 , pp. 638-646, 2015.

Links | BibTeX

Nastasi, Gianluca; Colla, Valentina; Seppia, Marco Del

A multi-objective coil route planning system for the steelmaking industry based on evolutionary algorithms Journal Article

International Journal of Simulation Systems Science & Technology, 16 (1) , pp. 1805-1818, 2015.

Links | BibTeX

2014

Maddaloni, A; Porzio, Giacomo Filippo; Nastasi, Gianluca; Branca, Teresa Annunziata; Colla, Valentina

Exploitation of multi-objective optimization in retrofit analysis: a case study for the iron and steel production Journal Article

ENERGY PROCEDIA, 61 , pp. 2297–2300, 2014, ISSN: 1876-6102.

BibTeX

Porzio, Giacomo Filippo; Nastasi, Gianluca; Colla, Valentina; Vannucci, Marco; Branca, T A

Comparison of multi-objective optimization techniques applied to off-gas management within an integrated steelwork Journal Article

APPLIED ENERGY, 136 , pp. 1085–1097, 2014, ISSN: 0306-2619.

BibTeX

Porzio, Giacomo Filippo; Colla, Valentina; Matarese, N; Nastasi, Gianluca; Branca, T A; A.Amato, ; Fornai, Barbara; Vannucci, Marco; Bergamasco, M

Process integration in energy and carbon intensive industries: an example of exploitation of optimization techniques and decision support Journal Article

APPLIED THERMAL ENGINEERING, 70 , pp. 1148–1155, 2014, ISSN: 1873-5606.

BibTeX

2013

Cateni, S; Colla, Valentina; Nastasi, Gianluca

A Multivariate Fuzzy System Applied for Outliers Detection Journal Article

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 24 , pp. 889–903, 2013, ISSN: 1064-1246.

BibTeX

Nastasi, Gianluca; Wester, R; Colla, Valentina; Noll, R

Determining inclusion size distributions from OES/PDA data Journal Article

YEJIN FENXI, 33 , pp. 9–13, 2013, ISSN: 1000-7571.

BibTeX

2011

Colla, Valentina; Matarese, N; Nastasi, Gianluca

Prediction of under pickling defects on steel strip surface Journal Article

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND SOFT COMPUTING, Vol. 51/ No. 1 , pp. 9–17, 2011, ISSN: 2251-7545.

BibTeX

2010

Colla, Valentina; Nastasi, Gianluca; Matarese, N; Reyneri, L M

GA-Based Solutions Comparison for Storage Strategies Optimization for an Automated Warehouse Journal Article

INTERNATIONAL JOURNAL OF HYBRID INTELLIGENT SYSTEMS, 7 (2010) , pp. 283–297, 2010, ISSN: 1448-5869.

BibTeX

Vannucci, Marco; Colla, Valentina; Nastasi, Gianluca; Matarese, N

Detection of rare events within industrial datasets by means of data resampling and specific algorithms Journal Article

INTERNATIONAL JOURNAL OF SIMULATION: SYSTEMS, SCIENCE & TECHNOLOGY, Vol. 11/ No. 3 , pp. 1–11, 2010, ISSN: 1473-8031.

BibTeX

2009

Colla, Valentina; Vannucci, Marco; Nastasi, Gianluca; Cateni, Silvia

Applicazione di tecniche di intelligenza artificiale nella gestione e nella ottimizzazione dei processi siderurgici Journal Article

AUTOMAZIONE E STRUMENTAZIONE, LVII/Nov. 2009 , pp. 84–90, 2009, ISSN: 0005-1284.

BibTeX

2006

Colla, Valentina; Vannucci, Marco; Nastasi, Gianluca

A neural-network based system for the prediction of Jominy profiles of Boron steels Journal Article

STEEL GRIPS, 4/3 , pp. 193–197, 2006, ISSN: 1611-4442.

BibTeX


Conferences

2016

Colla, Valentina; Nastasi, Gianluca; Seppia, Marco Del; Maddaloni, Alessandro; Iannino, Vincenzo

A bin packing algorithm for steel production Conference Forthcoming

Proc. of the UKSim AMSS 10th European Modelling Symposium on Mathematical Modelling and Computer Simulation, IEEE Computer Society Conference Publishing Service, Pisa (Italy), Forthcoming.

BibTeX

Colla, Valentina; Nastasi, Gianluca; Baldetti, Simone; Seppia, Marco Del

Multi-Objective Particle Swarm Optimization applied to distribution fitting for industrial data Conference

Proc. of the IEEE 2nd International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (IEEE RTSI 2016), Bologna (Italy), 2016.

BibTeX

Brandenburger, J; Colla, Valentina; Nastasi, Gianluca; Ferro, F; Schirm, C; Melcher, J

Big Data Solution for Quality Monitoring and Improvement on Flat Steel Production Conference

Proc. of the 17th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing MMM 2016, Vienna (Austria), 2016.

BibTeX

Colla, Valentina; Nastasi, Gianluca; Maddaloni, Alessandro; Holzknecht, N; Heckenthaler, T; Hartmann, H G

Intelligent control station for improved quality management in flat steel production Conference

Proc. of the 17th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing MMM 2016 , Vienna (Austria), 2016.

BibTeX

Berg, Van Den F; Kok, P; Aarnts, Yangand H M; Vink, J -J; Beugeling, W; Meilland, P; Kebe, T; Stolzemberg, M; Krix, D; Peyton, A; Zhu, W; Martinez-De-Guerenu, A; Gutierrez, I; Jorge-Badiola, D; Gurruchaga, K; Lundin, P; Volker, A; Mota, M; Monster, J; Wirdelius, H; Mocci, Claudio; Nastasi, Gianluca; Colla, Valentina; Davis, C; Zhou, L; Schmidt, R; Labbé, S; Reboud, C; Skarlatos, A; Svaton, T; Leconte, V; Lombard, P

In-line Characterisation of Microstructure and Mechanical Properties in the Manufacturing of Steel Strip for the Purpose of Product Uniformity Control Conference

Proc. of the 19th World Conference on Non-Destructive Testing WCNDT 2016, Munich (Germany), 2016.

BibTeX

Nastasi, Gianluca; Mocci, Claudio; Colla, Valentina; Berg, Van Den F; Mulder, R; Beugeling, I W; Kebe, T

Chill marks effect detection algorithm for plant IMPOC data Conference

Proc. of the 19th World Conference on Non-Destructive Testing WCNDT 2016 , Munich (Germany), 2016.

BibTeX

Nastasi, Gianluca; Mocci, Claudio; Colla, Valentina; Berg, Van Den F; W. Beugeling,

SOM-based analysis to relate non-uniformities in magnetic measurements to Hot Strip Mill process conditions Conference

26th Italian Workshop on Neural Networks , Vietri Sul Mare (Italy), 2016.

BibTeX

2014

Nastasi, Gianluca; Colla, Valentina; Seppia, Marco Del

A route planning optimisation system for the steelmaking industry based on Multi-Objective Evolutionary Algorithms Conference

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

Links | BibTeX

2013

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

Baragiola, S; Braconi, A; Colla, Valentina; Nastasi, Gianluca

Prediction of the final cleanness based on the assessment of liquid steel inclusion population Inproceedings

-, pp. –, Hungarian Mining and Metallurgical Society (OMBKE), Budapest (Ungheria), 2012.

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

2010

Colla, Valentina; Nastasi, Gianluca; Matarese, N

GADF - Genetic Algorithms for Distribution Fitting Inproceedings

Proceedings of 10th International Conference on Intelligent Systems Design and Applications ISDA 2010, pp. –, Research Publishing Services, Cairo, 2010.

BibTeX

2009

Colla, Valentina; Nastasi, Gianluca; Matarese, Nicola; Reyneri, Leonardo M

GA-Based Solutions Comparison for Storage Strategies Optimization for an Automated Warehouse Inproceedings

Proc. of the 9th International Conference on Intelligent Systems Design and Applications ISDA’09, pp. 976–981, IEEE Computer Society Conference Publishing Serv, Pisa, Italia, 2009.

Links | BibTeX

Vannucci, Marco; Colla, Valentina; Nastasi, Gianluca; Matarese, Nicola

Data resampling techniques and specific algorithms applied to a critical industrial classification problem Inproceedings

Proc. of the European Symposium on Computer Modeling and Simulation 2009 EMS'09, pp. 257–262, IEEE Computer Society, Atene, 2009.

BibTeX

2008

Colla, Valentina; Nastasi, Gianluca; Matarese, Nicola; Ucci, Andrea

Simulation of an automated warehouse for steel tubes Inproceedings

Proceedings of the 10th International Conference on Computer Modelling and Simulation, pp. 150–155, IEEE Computer Society, Cambridge, United Kingdom, 2008.

BibTeX


Books