Federico Marini

Research interests

Publications

• Deep learning for near-infrared spectral data modelling: Hypes and benefits

  TrAC Trends in Analytical Chemistry · 2022 · https://doi.org/10.1016/j.trac.2022.116804

• Recent trends in multi-block data analysis in chemometrics for multi-source data integration

  TrAC Trends in Analytical Chemistry · 2021 · https://doi.org/10.1016/j.trac.2021.116206

• New data preprocessing trends based on ensemble of multiple preprocessing techniques

  TrAC Trends in Analytical Chemistry · 2020 · https://doi.org/10.1016/j.trac.2020.116045

• 1.26 - Particle Swarm Optimization

  IRIS Research product catalog (Sapienza University of Rome) · 2020 · 10.1016/b978-0-12-409547-2.14581-0

• Gut metabolomics profiling of non-small cell lung cancer (NSCLC) patients under immunotherapy treatment

  Journal of Translational Medicine · 2020 · https://doi.org/10.1186/s12967-020-02231-0

• Mitochondrial Signatures in Circulating Extracellular Vesicles of Older Adults with Parkinson’s Disease: Results from the EXosomes in PArkiNson’s Disease (EXPAND) Study

  Journal of Clinical Medicine · 2020 · https://doi.org/10.3390/jcm9020504

• Chemometric Strategies for Spectroscopy-Based Food Authentication

  Applied Sciences · 2020 · https://doi.org/10.3390/app10186544

• Gut Microbial, Inflammatory and Metabolic Signatures in Older People with Physical Frailty and Sarcopenia: Results from the BIOSPHERE Study

  Nutrients · 2019 · https://doi.org/10.3390/nu12010065

• Inflammatory signatures in older persons with physical frailty and sarcopenia: The frailty “cytokinome” at its core

  Experimental Gerontology · 2019 · https://doi.org/10.1016/j.exger.2019.04.019

• Near infrared (NIR) spectroscopy-based classification for the authentication of Darjeeling black tea

  Food Control · 2019 · https://doi.org/10.1016/j.foodcont.2019.02.006

• Chemometric Methods for Classification and Feature Selection

  Comprehensive analytical chemistry · 2018 · https://doi.org/10.1016/bs.coac.2018.08.006

• Chemometrics in analytical chemistry—part II: modeling, validation, and applications

  Analytical and Bioanalytical Chemistry · 2018 · https://doi.org/10.1007/s00216-018-1283-4

• A Distinct Pattern of Circulating Amino Acids Characterizes Older Persons with Physical Frailty and Sarcopenia: Results from the BIOSPHERE Study

  Nutrients · 2018 · https://doi.org/10.3390/nu10111691

• Gut microbiota signatures in cystic fibrosis: Loss of host CFTR function drives the microbiota enterophenotype

  PLoS ONE · 2018 · https://doi.org/10.1371/journal.pone.0208171

• Chemometric Methods for Spectroscopy-Based Pharmaceutical Analysis

  Frontiers in Chemistry · 2018 · 10.3389/fchem.2018.00576

• Chemometrics in analytical chemistry—part I: history, experimental design and data analysis tools

  Analytical and Bioanalytical Chemistry · 2017 · https://doi.org/10.1007/s00216-017-0517-1

• Verification of authenticity and fraud detection in South African honey using NIR spectroscopy

  Food Control · 2016 · https://doi.org/10.1016/j.foodcont.2016.11.002

• Validation of chemometric models – A tutorial

  Analytica Chimica Acta · 2015 · https://doi.org/10.1016/j.aca.2015.06.056

• Particle swarm optimization (PSO). A tutorial

  Chemometrics and Intelligent Laboratory Systems · 2015 · https://doi.org/10.1016/j.chemolab.2015.08.020

• Biomarkers for physical frailty and sarcopenia: state of the science and future developments

  Journal of Cachexia Sarcopenia and Muscle · 2015 · 10.1002/jcsm.12051

• Data-fusion for multiplatform characterization of an italian craft beer aimed at its authentication

  Analytica Chimica Acta · 2014 · https://doi.org/10.1016/j.aca.2014.02.024

• Classification of oat and groat kernels using NIR hyperspectral imaging

  Talanta · 2012 · https://doi.org/10.1016/j.talanta.2012.10.044

• Artificial neural networks in foodstuff analyses: Trends and perspectives A review

  Analytica Chimica Acta · 2009 · https://doi.org/10.1016/j.aca.2009.01.009

• Artificial neural networks in chemometrics: History, examples and perspectives

  Microchemical Journal · 2007 · https://doi.org/10.1016/j.microc.2007.11.008

• Chemical Authentication of Extra Virgin Olive Oil Varieties by Supervised Chemometric Procedures

  Journal of Agricultural and Food Chemistry · 2002 · https://doi.org/10.1021/jf010696v

Current projects

No projects listed.