BALLABIO DAVIDE
- U01, Floor: 3, Room: 3020
Biography
Davide Ballabio graduated in Environmental Sciences in 2002 and since then he has been working in chemometrics, analytical chemistry and Quantitative Structure Activity Relationship (QSAR). He is associate professor at the Mlano Chemometrics and QSAR Research Group (Department of Earth and Environmental Science, University of Milano - Bicocca).
Research
Publications
Boldini, D., Ballabio, D., Consonni, V., Todeschini, R., Grisoni, F., Sieber, S. (2024). Effectiveness of molecular fingerprints for exploring the chemical space of natural products. JOURNAL OF CHEMINFORMATICS, 16(1) [10.1186/s13321-024-00830-3]. Detail
Consonni, V., Todeschini, R., Orlandi, M., Ballabio, D. (2024). Kernel-based mapping of reliability in predictions for consensus modelling. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 246(15 March 2024) [10.1016/j.chemolab.2024.105085]. Detail
Viganò, E., Ballabio, D., Roncaglioni, A. (2024). Artificial Intelligence and Machine Learning Methods to Evaluate Cardiotoxicity following the Adverse Outcome Pathway Frameworks. TOXICS, 12(1) [10.3390/toxics12010087]. Detail
Consonni, V., Todeschini, R., Gosetti, F., Ballabio, D. (2023). Authenticity and Chemometrics Basics. In S. Agriopoulou, M. Tarapoulouzi, T. Varzakas (a cura di), Chemometrics and Authenticity of Foods of Plant Origin (pp. 9-35). CRC Press [10.1201/9781003266167-2]. Detail
Valsecchi, C., Grisoni, F., Consonni, V., Ballabio, D., Todeschini, R. (2023). Multitask Learning for Quantitative Structure–Activity Relationships: A Tutorial. In H. Hong (a cura di), Machine Learning and Deep Learning in Computational Toxicology (pp. 199-220). Springer [10.1007/978-3-031-20730-3_8]. Detail
Research projects
Awards
Editorial boards
- Associate Editor di rivista o collana editoriale - CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2023
Research and teaching assignments
- Ricercatore universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2015 - 2018
Congresses/Conferences
- Presidente/Chairman del comitato organizzativo - 11th Colloquium Chemiometricum Mediterraneum (CCM XI 2023)(Italia), 2023