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Alessandra Biancolillo

New data preprocessing trends based on ensemble of multiple preprocessing techniques
2020 · Puneet Mishra, Alessandra Biancolillo, et al. · TrAC Trends in Analytical Chemistry · 549
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The fourth industrial revolution in the food industry—Part I: Industry 4.0 technologies
2022 · Abdo Hassoun, Abderrahmane Aït-Kaddour, et al. · Critical Reviews in Food Science and Nutrition · 472
Chemometric Methods for Spectroscopy-Based Pharmaceutical Analysis
2018 · Alessandra Biancolillo, Federico Marini · Frontiers in Chemistry · 265
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Deep learning for near-infrared spectral data modelling: Hypes and benefits
2022 · Puneet Mishra, Dário Passos, et al. · TrAC Trends in Analytical Chemistry · 260
Data-fusion for multiplatform characterization of an italian craft beer aimed at its authentication
2014 · Alessandra Biancolillo, Remo Bucci, et al. · Analytica Chimica Acta · 242
Recent trends in multi-block data analysis in chemometrics for multi-source data integration
2021 · Puneet Mishra, Jean-Michel Roger, et al. · TrAC Trends in Analytical Chemistry · 203
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Gut Microbial, Inflammatory and Metabolic Signatures in Older People with Physical Frailty and Sarcopenia: Results from the BIOSPHERE Study
2019 · Anna Picca, Francesca Romana Ponziani, et al. · Nutrients · 181
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Fraud in Animal Origin Food Products: Advances in Emerging Spectroscopic Detection Methods over the Past Five Years
2020 · Abdo Hassoun, Ingrid Måge, et al. · Foods · 172
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Near infrared (NIR) spectroscopy-based classification for the authentication of Darjeeling black tea
2019 · Patrizia Firmani, Silvia De Luca, et al. · Food Control · 155
Mitochondrial Signatures in Circulating Extracellular Vesicles of Older Adults with Parkinson’s Disease: Results from the EXosomes in PArkiNson’s Disease (EXPAND) Study
2020 · Anna Picca, Flora Guerra, et al. · Journal of Clinical Medicine · 139
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Chemometric Methods for Classification and Feature Selection
2018 · Marina Cocchi, Alessandra Biancolillo, et al. · Comprehensive analytical chemistry · 137
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Chemometric Strategies for Spectroscopy-Based Food Authentication
2020 · Alessandra Biancolillo, Federico Marini, et al. · Applied Sciences · 129
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Inflammatory signatures in older persons with physical frailty and sarcopenia: The frailty “cytokinome” at its core
2019 · Emanuele Marzetti, Anna Picca, et al. · Experimental Gerontology · 119
A Distinct Pattern of Circulating Amino Acids Characterizes Older Persons with Physical Frailty and Sarcopenia: Results from the BIOSPHERE Study
2018 · Riccardo Calvani, Anna Picca, et al. · Nutrients · 118
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Sequential preprocessing through ORThogonalization (SPORT) and its application to near infrared spectroscopy
2020 · Jean-Michel Roger, Alessandra Biancolillo, et al. · Chemometrics and Intelligent Laboratory Systems · 104
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Sequential fusion of information from two portable spectrometers for improved prediction of moisture and soluble solids content in pear fruit
2020 · Puneet Mishra, Federico Marini, et al. · Talanta · 98
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Are standard sample measurements still needed to transfer multivariate calibration models between near-infrared spectrometers? The answer is not always
2021 · Puneet Mishra, Ramin Nikzad-Langerodi, et al. · TrAC Trends in Analytical Chemistry · 96
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Combining SO-PLS and linear discriminant analysis for multi-block classification
2014 · Alessandra Biancolillo, Ingrid Måge, et al. · Chemometrics and Intelligent Laboratory Systems · 94
Data Fusion Strategies in Food Analysis
2019 · Alessandra Biancolillo, Ricard Boqué, et al. · Data handling in science and technology · 87
MBA-GUI: A chemometric graphical user interface for multi-block data visualisation, regression, classification, variable selection and automated pre-processing
2020 · Puneet Mishra, Jean Michel Roger, et al. · Chemometrics and Intelligent Laboratory Systems · 82
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Determination of insect infestation on stored rice by near infrared (NIR) spectroscopy
2018 · Alessandra Biancolillo, Patrizia Firmani, et al. · Microchemical Journal · 80
Class modelling by Soft Independent Modelling of Class Analogy: why, when, how? A tutorial
2023 · Raffaele Vitale, Marina Cocchi, et al. · Analytica Chimica Acta · 79
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The Sequential and Orthogonalized PLS Regression for Multiblock Regression
2019 · Alessandra Biancolillo, Tormod Næs · Data handling in science and technology · 76
Emerging Techniques for Differentiation of Fresh and Frozen–Thawed Seafoods: Highlighting the Potential of Spectroscopic Techniques
2020 · Abdo Hassoun, Elena Shumilina, et al. · Molecules · 69
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Variable selection in multi-block regression
2016 · Alessandra Biancolillo, Kristian Hovde Liland, et al. · Chemometrics and Intelligent Laboratory Systems · 69
Works count: 149
Citation count: 6,292
H-index: 43
I10-index: 93
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