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D

Davide Ballabio

university of milano-bicocca

43H-index
206Paper Count
8.0KCitation Count
Published Papers 91
Publication Date
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Multivariate analysis of the label-declared nutritional composition of plant-based milk alternatives compared to milk in the Ecuadorian market
errJournal of the Science of Food and Agriculture
IF3.5
err2026-06-09
err0
PREAI
errPaulina Torres Castro; Ronald Aguilar Martínez; Davide Ballabio; Cristian Rojas
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De novo design of anticancer 4-thiazolidinone derivatives: a generative framework shaped by activity cliffs
errJournal of Cheminformatics
IF5.7
err2026-05-11
err0
errOAAI
errTomasz Szostek; Maciej Wiśniewski; Davide Ballabio; Viviana Consonni; Dariusz Plewczyński; Daniel Szulczyk
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Near-infrared (NIR) spectroscopy for quantitative modelling of quaternary microplastic mixtures and the effect of interferents
errMicrochemical Journal
IF5.1
err2026-04-11
err0
PREAI
errEnmanuel Cruz Muñoz; Claudio Marchesi; Mario Rigo; Sundus Ali; Laura Eleonora Depero; Giuseppe Andrea de Lucia; Andrea Camedda; Silvia Prati; Davide Ballabio; Giorgia Sciutto; Stefania Federici
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Photochemical degradation of the aromatic amine 4-(N,N-dimethylamino)benzonitrile: Triplet sensitisation, back reduction, and (quasi-)global modelling
errJournal of Environmental Chemical Engineering
IF7.2
err2026-02-05
err0
errOAAI
errEnmanuel Cruz Muñoz; Davide Ballabio; Viviana Consonni; Roberto Todeschini; Luca Carena; Iván Sciscenko; Silvio Canonica; Marco Minella; Davide Vione
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QSPR-driven prediction of analyte permeability for advancing CP-MIMS applications
errGreen Analytical Chemistry
IF6.2
err2026-02-01
err0
errOAAI
errMunoz, Enmanuel Cruz; Termopoli, Veronica; Ballabio, Davide; Orlandi, Marco; Consonni, Viviana
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Mixture of experts for multitask learning in cardiotoxicity assessment
errJournal of Cheminformatics
IF5.7
err2025-08-30
err0
errOAAI
errEdoardo Luca Viganò; Mateusz Iwan; Erika Colombo; Davide Ballabio; Alessandra Roncaglioni
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1H NMR spectroscopy combined with chemometrics for detection of turmeric adulteration in Italian saffron (Crocus sativus L.)
errFood Control
IF6.3
err2025-07-08
err0
errOAAI
errLucrezia Angeli; Enmanuel Cruz Muñoz; Davide Ballabio; Ksenia Morozova; Matteo Scampicchio
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Application of QSRR models for predicting the retention times of plant food bioactive compounds
errJournal of Chromatography A
IF4
err2025-07-05
err0
errOAAI
errBakhtyar Sepehri; Viviana Consonni; Davide Ballabio; Enmanuel Cruz Muñoz; Ehsan Abbasi; Roberto Todeschini
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Kernel-based reliability potential to assist QSPR prediction and system transfer of SFC-MS retention time
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2025-06-04
err0
errOAAI
errConsonni, Viviana; Rojas, Cristian; Guerrero, Jessica; Mendoza, Mateo; Termopoli, Veronica; Ballabio, Davide
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A comprehensive tutorial on the SOM-RPM toolbox for MATLAB
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2025-06-01
err0
errOAAI
errBamford, Sarah E.; Gardner, Wil; Ballabio, Davide; Oslinker, Brian; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.
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ChemTastesPredictor: An ensemble of machine learning classifiers to predict the taste of molecular tastants
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2025-03-01
err0
PREAI
errRojas, Cristian; Abril-Gonzalez, Monica; Ballabio, Davide; Garcia, Fernando
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errSave
ARCHER. A new algorithm for automatic removal of cosmic spikes and saturated pixels in hyperspectral Raman spectroscopy
errSPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
IF4.6
err2025-03-01
err0
PREAI
errMunoz, Enmanuel Cruz; Ballabio, Davide; Amigo, Jose Manuel
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errSave
Oxidative weathering of pyrite in acidic environments: Data-driven experimental evaluation coupled with Raman hyperspectral imaging
errSCIENCE OF THE TOTAL ENVIRONMENT
IF8
err2024-12-01
err1
errOAAI
errMunoz, Enmanuel Cruz; Gosetti, Fabio; Ando, Sergio; Ballabio, Davide; Garzanti, Eduardo
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Extended multivariate comparison of 68 cluster validity indices. A review
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2024-08-01
err5
errOAAI
errTodeschini, Roberto; Ballabio, Davide; Termopoli, Veronica; Consonni, Viviana
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errSave
Effectiveness of molecular fingerprints for exploring the chemical space of natural products
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2024-03-25
err7
errOAAI
errBoldini, Davide; Ballabio, Davide; Consonni, Viviana; Todeschini, Roberto; Grisoni, Francesca; Sieber, Stephan A.
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Kernel-based mapping of reliability in predictions for consensus modelling
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2024-03-01
err1
errOAAI
errConsonni, Viviana; Todeschini, Roberto; Orlandi, Marco; Ballabio, Davide
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errSave
Artificial Intelligence and Machine Learning Methods to Evaluate Cardiotoxicity following the Adverse Outcome Pathway Frameworks
errTOXICS
IF4.1
err2024-01-19
err4
errOAAI
errVigano, Edoardo Luca; Ballabio, Davide; Roncaglioni, Alessandra
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Comparison of machine learning approaches for the classification of elution profiles
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2023-12-01
err0
errOAAI
errBaccolo, Giacomo; Yu, Huiwen; Valsecchi, Cecile; Ballabio, Davide; Bro, Rasmus
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errSave
Enhanced Visualization and Interpretation of XMCD-PEEM Data Using SOM-RPM Machine Learning
errADVANCED MATERIALS INTERFACES
IF4.4
err2023-09-29
err1
errOAAI
errWong, See Yoong; Harmer, Sarah L.; Gardner, Wil; Schenk, Alex K.; Ballabio, Davide; Pigram, Paul J.
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errSave
Classification-based machine learning approaches to predict the taste of molecules: A review
errFOOD RESEARCH INTERNATIONAL
IF8
err2023-09-01
err12
errOAAI
errRojas, Cristian; Ballabio, Davide; Consonni, Viviana; Suarez-Estrella, Diego; Todeschini, Roberto
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Research Directions

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Co-authors
Cooperation Journals
S
Stephen Boyd
H-index: 120 · Papers: 776
P
Paul Williams
H-index: 114 · Papers: 679
T
Thomas Härtung
H-index: 102 · Papers: 854
E
Eduardo Garzanti
H-index: 90 · Papers: 573
A
Anton Simeonov
H-index: 85 · Papers: 703
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