BALLABIO, DAVIDE
BALLABIO, DAVIDE
DIPARTIMENTO DI SCIENZE DELL'AMBIENTE E DELLA TERRA (DEPARTMENT OF EARTH AND ENVIRONMENTAL SCIENCES - DISAT)
1H NMR spectroscopy combined with chemometrics for detection of turmeric adulteration in Italian saffron (Crocus sativus L.)
2026 Angeli, L; Cruz Muñoz, E; Ballabio, D; Morozova, K; Scampicchio, M
A sustainable analytical workflow for microplastic detection and typification via NIR-HSI: Validation through sea salt analysis
2026 Medina-García, M; Amigo, J; Gorla, G; Cruz-Muñoz, E; Ballabio, D; Martínez-Domingo, M; Valero, E; Jiménez-Carvelo, A
Data Fusion Combining High-Resolution Mass Spectrometry and 1H-NMR Metabolomic Data with Gluten Protein Content to Assess the Impact of Agro-Sustainable Treatments on Durum Wheat
2026 Riboni, N; Cruz Muñoz, E; Muhs, C; Mattarozzi, M; Caldara, M; Graziano, S; Richter, C; Schwalbe, H; Marmiroli, N; Ballabio, D; Gullì, M; Careri, M; Bianchi, F
Near-infrared (NIR) spectroscopy for quantitative modelling of quaternary microplastic mixtures and the effect of interferents
2026 Muñoz, E; Marchesi, C; Rigo, M; Ali, S; Depero, L; De Lucia, G; Camedda, A; Prati, S; Ballabio, D; Sciutto, G; Federici, S
Photochemical degradation of the aromatic amine 4-(N,N-dimethylamino)benzonitrile: Triplet sensitisation, back reduction, and (quasi-)global modelling
2026 Muñoz, E; Ballabio, D; Consonni, V; Todeschini, R; Carena, L; Sciscenko, I; Canonica, S; Minella, M; Vione, D
QSPR-driven prediction of analyte permeability for advancing CP-MIMS applications
2026 Muñoz, E; Termopoli, V; Ballabio, D; Orlandi, M; Consonni, V
Smoothed Power-Weakness Ratio (sPWR): a new informative system for multi-criteria decision making
2026 Consonni, V; Ballabio, D; Cruz Muñoz, E; Termopoli, V; Todeschini, R
A comprehensive tutorial on the SOM-RPM toolbox for MATLAB
2025 Bamford, S; Gardner, W; Ballabio, D; Oslinker, B; Winkler, D; Muir, B; Pigram, P
Application of QSRR models for predicting the retention times of plant food bioactive compounds
2025 Sepehri, B; Consonni, V; Ballabio, D; Muñoz, E; Abbasi, E; Todeschini, R
ARCHER. A new algorithm for automatic removal of cosmic spikes and saturated pixels in hyperspectral Raman spectroscopy
2025 Muñoz, E; Ballabio, D; Amigo, J
ChemTastesPredictor: An ensemble of machine learning classifiers to predict the taste of molecular tastants
2025 Rojas, C; Abril-González, M; Ballabio, D; García, F
Condensed phase membrane introduction mass spectrometry: A new frontier for the real-time monitoring of hazardous chemical migration from food contact materials
2025 Piergiovanni, M; Termopoli, V; Maffezzoni, C; Riboni, N; Consonni, V; Bianchi, F; Mattarozzi, M; Ballabio, D; Careri, M
Kernel-based reliability potential to assist QSPR prediction and system transfer of SFC−MS retention time
2025 Consonni, V; Rojas, C; Guerrero, J; Mendoza, M; Termopoli, V; Ballabio, D
Mixture of experts for multitask learning in cardiotoxicity assessment
2025 Viganò, E; Iwan, M; Colombo, E; Ballabio, D; Roncaglioni, A
Near-Infrared Spectroscopy-Based Fingerprinting of Natural Polyphenols and Their Origin Using Machine-Learning
2025 Valentino, D; Cruz Muñoz, E; Termopoli, V; Orlandi, M; Lange, H; Ballabio, D
Artificial Intelligence and Machine Learning Methods to Evaluate Cardiotoxicity following the Adverse Outcome Pathway Frameworks
2024 Viganò, E; Ballabio, D; Roncaglioni, A
Development of Quantitative Structure–Anti-Inflammatory Relationships of Alkaloids
2024 Rojas, C; Muñoz, D; Cordero, I; Tenesaca, B; Ballabio, D
Effectiveness of molecular fingerprints for exploring the chemical space of natural products
2024 Boldini, D; Ballabio, D; Consonni, V; Todeschini, R; Grisoni, F; Sieber, S
Extended multivariate comparison of 68 cluster validity indices. A review
2024 Todeschini, R; Ballabio, D; Termopoli, V; Consonni, V
Kernel-based mapping of reliability in predictions for consensus modelling
2024 Consonni, V; Todeschini, R; Orlandi, M; Ballabio, D