BALLABIO, DAVIDE
BALLABIO, DAVIDE
DIPARTIMENTO DI SCIENZE DELL'AMBIENTE E DELLA TERRA (DEPARTMENT OF EARTH AND ENVIRONMENTAL SCIENCES - DISAT)
Artificial Intelligence and Machine Learning Methods to Evaluate Cardiotoxicity following the Adverse Outcome Pathway Frameworks
2024 Viganò, E; Ballabio, D; Roncaglioni, A
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
Oxidative weathering of pyrite in acidic environments: Data-driven experimental evaluation coupled with Raman hyperspectral imaging
2024 Cruz Muñoz, E; Gosetti, F; Andò, S; Ballabio, D; Garzanti, E
Statistic for Food Product and Process Development
2024 Vieira, M; Quispe-Condori, S; Suwannaporn, P; Ballabio, D; Gosetti, F; Mannino, S; Consonni, V
Statistical Process Control (SPC)
2024 Borda, D; Wilson, L; Banu, I; Bleoanca, I; Ballabio, D; Mannino, S; Zheleva, I; Todorov, T; Bozkurt, H; Göğüş, F
Authenticity and Chemometrics Basics
2023 Consonni, V; Todeschini, R; Gosetti, F; Ballabio, D
Characterization of pyrite weathering products by Raman hyperspectral imaging and chemometrics techniques
2023 Muñoz, E; Gosetti, F; Ballabio, D; Ando, S; Gómez-Laserna, O; Amigo, J; Garzanti, E
Chemical space and Molecular Descriptors for QSAR studies
2023 Consonni, V; Ballabio, D; Todeschini, R
Classification-based Machine Learning Approaches to Predict the Taste of Molecules: A Review
2023 Rojas, C; Ballabio, D; Consonni, V; Suárez-Estrella, D; Todeschini, R
Comparison of machine learning approaches for the classification of elution profiles
2023 Baccolo, G; Yu, H; Valsecchi, C; Ballabio, D; Bro, R
Condensed Phase Membrane Introduction Mass Spectrometry: A Direct Alternative to Fully Exploit the Mass Spectrometry Potential in Environmental Sample Analysis
2023 Termopoli, V; Piergiovanni, M; Ballabio, D; Consonni, V; Cruz Muñoz, E; Gosetti, F
Effect of data preprocessing and machine learning hyperparameters on mass spectrometry imaging models
2023 Gardner, W; Winkler, D; Alexander, D; Ballabio, D; Muir, B; Pigram, P
Enhanced Visualization and Interpretation of XMCD-PEEM Data Using SOM-RPM Machine Learning
2023 Wong, S; Harmer, S; Gardner, W; Schenk, A; Ballabio, D; Pigram, P
Exploring the Relationship between Polymer Surface Chemistry and Bacterial Attachment Using ToF-SIMS and Self-Organizing maps
2023 Wong, S; Hook, A; Gardner, W; Chang, C; Mei, Y; Davies, M; Williams, P; Alexander, M; Ballabio, D; Muir, B; Winkler, D; Pigram, P
From the Streets to the Judicial Evidence: Determination of Traditional Illicit Substances in Drug Seizures by a Rapid and Sensitive UHPLC-MS/MS-Based Platform
2023 Gosetti, F; Consonni, V; Ballabio, D; Orlandi, M; Amodio, A; Valeria Picci, M; Visentin, M; Termopoli, V
Multitask Learning for Quantitative Structure–Activity Relationships: A Tutorial
2023 Valsecchi, C; Grisoni, F; Consonni, V; Ballabio, D; Todeschini, R
ChemTastesDB: A curated database of molecular tastants
2022 Rojas, C; Ballabio, D; Pacheco Sarmiento, K; Pacheco Jaramillo, E; Mendoza, M; García, F
Evaluation of the predictivity of Acute Oral Toxicity (AOT) structure-activity relationship models
2022 Gromek, K; Hawkins, W; Dunn, Z; Gawlik, M; Ballabio, D