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federico.marini@uniroma1.it
Federico Marini
Professore Ordinario
Struttura:
DIPARTIMENTO DI CHIMICA
E-mail:
federico.marini@uniroma1.it
Pagina istituzionale corsi di laurea
Curriculum Sapienza
Pubblicazioni
Titolo
Pubblicato in
Anno
Authentication of the Geographical Origin of “Vallerano” Chestnut by Near Infrared Spectroscopy Coupled with Chemometrics
FOOD ANALYTICAL METHODS
2020
Authentication of Sorrento walnuts by NIR spectroscopy coupled with different chemometric classification strategie
APPLIED SCIENCES
2020
ANOVA-simultaneous component analysis modelling of low-level-fused spectroscopic data: a food chemistry case-study
ANALYTICA CHIMICA ACTA
2020
Chemometric study of the correlation between human exposure to benzene and PAHs and urinary excretion of oxidative stress biomarkers
ATMOSPHERE
2020
Fourier-transform infrared spectroscopy of skeletal muscle tissue: Expanding biomarkers in primary mitochondrial myopathies
GENES
2020
Orthogonal PLS (O-PLS) and related algorithms
JOURNAL OF CHEMOMETRICS
2020
MBA-GUI: A chemometric graphical user interface for multi-block data visualisation, regression, classification, variable selection and automated pre-processing
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
2020
Using chemometrics to characterise and unravel the near infra-red spectral changes induced in aubergine fruit by chilling injury as influenced by storage time and temperature
BIOSYSTEMS ENGINEERING
2020
Circulating Mitochondrial-Derived Vesicles, Inflammatory Biomarkers and Amino Acids in Older Adults With Physical Frailty and Sarcopenia: A Preliminary BIOSPHERE Multi-Marker Study Using Sequential and Orthogonalized Covariance Selection – Linear Discriminant Analysis
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY
2020
Chemometrics and thermal analytical investigation of ancient human bones through the estimation of activation energy values of main degradation processes
CURRENT ANALYTICAL CHEMISTRY
2020
Fused omics data models reveal gut microbiome signatures specific of inactive stage of juvenile idiopathic arthritis in pediatric patients
MICROORGANISMS
2020
Parallel pre-processing through orthogonalization (PORTO) and its application to near-infrared spectroscopy
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
2020
New data preprocessing trends based on ensemble of multiple preprocessing techniques
TRAC. TRENDS IN ANALYTICAL CHEMISTRY
2020
FRUITNIR-GUI: A graphical user interface for correcting external influences in multi-batch near infrared experiments related to fruit quality prediction
POSTHARVEST BIOLOGY AND TECHNOLOGY
2020
Authentication of Grappa (Italian grape marc spirit) by Mid and Near Infrared spectroscopies coupled with chemometrics
VIBRATIONAL SPECTROSCOPY
2020
Direct catalytic fuel cell device coupled to chemometric methods to detect organic compounds of pharmaceutical and biomedical interest
SENSORS
2020
Chemometric Strategies for Spectroscopy-Based Food Authentication
APPLIED SCIENCES
2020
Infrared spectroscopy of synovial fluid as a potential screening approach for the diagnosis of naturally occurring canine osteoarthritis associated with cranial cruciate ligament rupture
OSTEOARTHRITIS AND CARTILAGE OPEN
2020
3.24 - Non-linear Modeling: Neural Networks
Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, Second Edition: Four Volume Set
2020
4.16 - Fast Analysis, Processing and Modeling of Hyperspectral Videos: Challenges and Possible Solutions
Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, Second Edition: Four Volume Set
2020
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ERC
PE4_2
PE4_5
PE4_9
KET
Big data & computing
Keywords
chemometrics
Multivariate data analysis
near infrared spectroscopy
Progetti di Ricerca
Strumenti chemiometrici avanzati a supporto di approcci non-distruttivi alla valutazione della qualità di prodotti agro-alimentari
Sviluppo ed applicazione di metodi chemiometrici avanzati per l'analisi di immagini iperspettrali
Metodi chemiometrici avanzati per l'analisi di dati multi-block e loro applicazione in ambito bio-medico
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