Davide Ballabio
Università degli Studi di Milano-Bicocca
H-index: 40
Europe-Italy
Top articles of Davide Ballabio
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Effectiveness of molecular fingerprints for exploring the chemical space of natural products | Journal of Cheminformatics | Davide Boldini Davide Ballabio Viviana Consonni Roberto Todeschini Francesca Grisoni | 2024/3/25 |
Kernel-based mapping of reliability in predictions for consensus modelling | Chemometrics and Intelligent Laboratory Systems | Viviana Consonni Roberto Todeschini Marco Orlandi Davide Ballabio | 2024/2/13 |
Chemical space and Molecular Descriptors for QSAR studies | Viviana Consonni Davide Ballabio Roberto Todeschini | 2023/1/1 | |
Characterization of pyrite weathering products by Raman hyperspectral imaging and chemometrics techniques | Microchemical Journal | Enmanuel Cruz Muñoz Fabio Gosetti Davide Ballabio Sergio Andò Olivia Gómez-Laserna | 2023/7/1 |
Classification-based Machine Learning Approaches to Predict the Taste of Molecules: A Review | Cristian Rojas Davide Ballabio Viviana Consonni Diego Suárez-Estrella Roberto Todeschini | 2023/5/26 | |
Condensed Phase Membrane Introduction Mass Spectrometry: A Direct Alternative to Fully Exploit the Mass Spectrometry Potential in Environmental Sample Analysis | Journal of the American Society for Mass Spectrometry | Gregory W Vandergrift William Lattanzio-Battle Erik T Krogh Chris G Gill | 2020/3/2 |
Exploring the Relationship between Polymer Surface Chemistry and Bacterial Attachment Using ToF‐SIMS and Self‐Organizing maps | Adv. Mater. Interfaces | P. Wong S. Y. Hook A. L. Gardner | 2023 |
Multitask Learning for Quantitative Structure–Activity Relationships: A Tutorial | Cecile Valsecchi Francesca Grisoni Viviana Consonni Davide Ballabio Roberto Todeschini | 2023/2/8 | |
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 | Molecules | Fabio Gosetti Viviana Consonni Davide Ballabio Marco Emilio Orlandi Angelo Amodio | 2022/12/25 |
Enhanced Visualization and Interpretation of XMCD-PEEM Data Using SOM-RPM Machine Learning | Advanced Materials Interfaces | SY Wong SL Harmer W Gardner AK Schenk D Ballabio | 2023 |
Effect of data preprocessing and machine learning hyperparameters on mass spectrometry imaging models | Journal of Vacuum Science & Technology A | Wil Gardner David A Winkler David LJ Alexander Davide Ballabio Benjamin W Muir | 2023 |
Authenticity and Chemometrics Basics | Viviana Consonni Roberto Todeschini Fabio Gosetti Davide Ballabio | 2022/12/22 | |
Comparison of machine learning approaches for the classification of elution profiles | Chemometrics and Intelligent Laboratory Systems | Giacomo Baccolo Huiwen Yu Cecile Valsecchi Davide Ballabio Rasmus Bro | 2023/12/15 |
ChemTastesDB: A Curated Database of Molecular Tastants | Food Chemistry: Molecular Sciences | Cristian Rojas Davide Ballabio Karen Pacheco Sarmiento Elisa Pacheco Jaramillo Mateo Mendoza | 2022/2/21 |
NMR spectroscopy and chemometric models to detect a specific non-porcine ruminant contaminant in pharmaceutical heparin | Journal of Pharmaceutical and Biomedical Analysis | Erika Colombo Lucio Mauri Maria Marinozzi Timothy R Rudd Edwin A Yates | 2022 |
Expanding antineoplastic drugs surface monitoring profiles: enhancing of zwitterionic hydrophilic interaction methods | Separations | Stefano Dugheri Nicola Mucci Donato Squillaci Elisabetta Bucaletti Giovanni Cappelli | 2022/1/29 |
Response Surface Methodology Approach to Evaluate the Effect of Transition Metals and Oxygen on Photo-Degradation of Methionine in a Model Wine System Containing Riboflavin | Journal of Agricultural and Food Chemistry | Daniela Fracassetti Davide Ballabio Melissa Mastro Antonio Tirelli David W Jeffery | 2022 |
Evaluation of the predictivity of Acute Oral Toxicity (AOT) structure-activity relationship models | Regulatory Toxicology and Pharmacology | D Ballabio K Gromek W Hawkins Z Dunn M Gawlik | 2022 |
Improving bitter pit prediction by the use of X-ray fluorescence (XRF): A new approach by multivariate classification | Frontiers in Plant Science | Claudia Moggia Manuel A Bravo Ricardo Baettig Marcelo Valdés Sebastián Romero-Bravo | 2022/11/30 |
Predicting molecular activity on nuclear receptors by multitask neural networks | Journal of Chemometrics | Cecile Valsecchi Magda Collarile Francesca Grisoni Roberto Todeschini Davide Ballabio | 2022/2 |
Co-Authors
