Person
COCCHI Marina

COCCHI Marina

Full Professor
Department of Chemical and Geological Sciences
Course Catalogue:
https://unimore.coursecatalogue.cineca.it/docente/...

Attachment (CV)

Curriculum Vitae

Orcid ID 0000-0001-8764-4981 https://unimore.unifind.cineca.it/get/person/014569
PhD in Chemistry, since 1/09/22 Full Professor Analytical Chemistry.

Author/Co-Author of more than 150 Publications on International Journals and Books (H- index 35, 3788 cit.).
Editorial Board Chemom. Intell. Lab. Syst.
Advisory Board Comprehensive Chemometrics, Wiley, 2nd Ed
Editor: Data Fusion: Methods and Applications, Elsevier 2019

Main Research lines: Multivariate, Multi-way (PARAFAC, Tucker, N-PLS, NSIMCA, NPLS-DA) and Multiset (MCR, MCR-ROI) data analysis; Data Fusion/Multiblock methodologies; MSPC; Image Analysis by innovative tools (N-way; 2D Wavelet Transform); Food Authenticity by spectroscopic fingerprinting; Environmental monitoring by untargeted approaches; NMR and MS based food metabolomics; DoE for optimization of analytical procedures, formulation problems, material design.

Visiting Professor
2024 28/07-3/08, Univ. of Pernambuco, Brasil
2023 15-25/04, Univ. of the Basque Country, Spain
2023 14 - 22/01, Univ. of Pernambuco, Brasil
2022 19-29/04, Univ. of Montpellier, France
2019 20-28/05, Univ. of Koper (SLO)
2019 4-11/02 Univ. of Silesia, Katowice (PL)
2018 12-23/03 Univ. Lille (F)
1990 - 1991 Research Fellow Umeå (S)

Supervisor of 18 Doctoral Thesis and 5 Post Doc.
Coordinator of Doctorate in Models and Methods for Material and Environmental Sciences 2025 on

Society Board member:
Italian Chemometrics 2001-2015 (President 2007- 2011)
Italian Computational Chemistry 2007-2010
Italian NIR Spectroscopy 2012-2016
Specialized Team on Multiset, multiway of ERCIM
Education Committee ICNIRS 2017-2025

SCIENTIFIC COMMITTEE 2020 on:
XX Chemometrics in Analytical Chemistry CAC2026, 2026, Tarragona
Colloquium Chemometricum Mediterraneum, CCMXII 2025, Porquerroles, CCMXI, 2023, Padova
18th Scandinavian Symposium Chemometrics (SSC18) 2023, Goteborg – (Sweden)
17th Scandinavian Symposium Chemometrics (SSC17) 2021, Aaborg – (Denmark)

Skills (11)

Research fields

Chemometrics Development and Application of Multivariate (PCA, PLS, SIMCA, Cluster Analysis,..), Multi-way (PARAFAC, Tucker, N-PLS) and Multiset (MCR) data analysis. Multi-way classification (NSIMCA, NPLS-DA) Data Fusion procedures Coupling 2D Wavelet Transform to Multivariate Images Analysis for fault detection and pattern recognition Elaboration and Application of Algorithms performing Feature selection in Wavelet Domain (also coupled to genetic algorithm for feature space search), for classification and regression tasks. Multivariate Statistical Process Control (multivariate and multi-way control charts) Quantitative Structure Property Relationships (QSPR) and structure-activity (QSAR). Applications fields Development of traceability and Autenticity models of typical regional foods. The “fingerprint” of the product is acquired through spectroscopic and/or chromatographic characterization. Data are elaborated by multivariate and multi-way methodologies. Characterization and classification of food products by infrared spectroscopy (FT-MIR, FT-NIR) and pattern recognition methods. Multivariate calibration of quality properties, Multivariate control chart to monitor raw materials and production process. NMR data analysis of tissues and fluids (metabolomics) for the support to medical diagnosis. Image Analysis by innovative tools (N-way; 2D Wavelet Transform). Application of Experimental Design methodology to: optimization of analytical procedures, formulation problems, Quality by Design.
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Research Outputs (247)

Awards and honors (2)

featured article, conferred by Analytica Chimica Acta - 2013
Best poster awards XIII Chemometrics in Analytical Chemistry Conference (CAC2012), conferred by CAC2012 Scientific Committee sponsored by CAMO - 2012
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Fellowship (7)

Editorial Board (2)

Research and teaching at institutions (2)

Position carried out at: Università degli Studi di PARMA - Docente a contratto (21/09/2020 - 30/03/2022)
Invited Research Speaker program at: Lille 1 University Science and Technology - Visiting Researcher (12/03/2018 - 23/03/2018)
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Congresses (15)

Program committee (membro del comitato scientifico) - XII Colloquium Chemometricum Meditteraneum (09/09/2025 - 12/09/2025)
Partecipazione al comitato organizzativo - XVIII Chemometrics in Analytical Chemisrty CAC2022 (29/08/2022 - 02/09/2022)
Program chair (presidente/responsabile del comitato scientifico) - Colloquium Chemometricum Mediterraneum CCMIX (01/01/2017 - )
Program chair (presidente/responsabile del comitato scientifico) - Advances in NMR & MS based metabolomics, Padova 14-17 November (01/01/2017 - )
Program committee (membro del comitato scientifico) - 7° Simposio Italiano di Spettroscopia nel vicino infrarosso (NIRITALIA 2016) (12/10/2016 - 14/10/2016)
Program chair (presidente/responsabile del comitato scientifico) - XVI Chemometrics in Analytical Chemistry - CAC 2016 (01/01/2016 - )
Program chair (presidente/responsabile del comitato scientifico) - 14th Scandinavian Symposium on Chemometrics (SSC14) (01/01/2015 - )
Program chair (presidente/responsabile del comitato scientifico) - Three-way Methods in Psychology and Chemistry (TRICAP) 2015 (01/01/2015 - 05/06/2015)
Program chair (presidente/responsabile del comitato scientifico) - 6° Simposio Italiano di Spettroscopia nel vicino infrarosso (NIRITALIA 2014) (28/05/2014 - 30/05/2014)
Program chair (presidente/responsabile del comitato scientifico) - XIV Chemometrics in Analytical Chemistry (CAC2014) (01/01/2014 - )
Program chair (presidente/responsabile del comitato scientifico) - Colloquium Chemometricum Mediterraneum CCMVIII (01/01/2013 - )
Program chair (presidente/responsabile del comitato scientifico) - Three-way Methods in Psychology and Chemistry (TRICAP) 2012 (01/01/2012 - 07/06/2012)
Program chair (presidente/responsabile del comitato scientifico) - Colloquium Chemometricum Mediterraneum CCMVII (01/01/2010 - )
Program chair (presidente/responsabile del comitato scientifico) - International Workshop on Multivariate Image Analysis (01/01/2009 - )
Program chair (presidente/responsabile del comitato scientifico) - Three-way Methods in Psychology and Chemistry (TRICAP) 2009 (01/01/2009 - 19/06/2009)
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Other titles

ANVUR Esperto Disciplinare Area 03 (08/07/2015 - )
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Third Mission

Altre iniziative di Public Engagement (Relatore/Relatrice) - CHIMGEO IN FESTA! - 850° Unimore
Department of Chemical and Geological Sciences
Dipartimento di Scienze Chimiche e Geologiche, via Campi 103, Modena (22/05/2025 - 22/05/2025)
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Current Module Offerings (3)

262-009 - Elaborazione di dati scientifici

I SEMESTRE (22/09/2025 - 23/12/2025) - 2025
Computer science ( Department of Physics, Informatics and Mathematics Sciences )
Master or equivalent second cycle
6 CFU
42 hours

MN1-913 - Chemiometria

I SEMESTRE prolungato (22/09/2025 - 30/01/2026) - 2025
Phasing-out degree programme
CHEMICAL SCIENCES (D.M. 270/04) ( Department of Chemical and Geological Sciences )
Master or equivalent second cycle
6 CFU
48 hours

MN2-09174 - Chimica analitica II

I SEMESTRE (22/09/2025 - 23/12/2025) - 2025
Phasing-out degree programme
CHEMISTRY (D.M. 270/04) ( Department of Chemical and Geological Sciences )
Bachelor or equivalent first cycle
9 CFU
84 hours
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