BALLABIO DAVIDE

Role
Full Professor  
Academic disciplines
Chimica analitica (CHIM/01)
Email
[email protected]
Office phone
0264482820
Room:
  • 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

  • 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., 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

  • Baccolo, G., Yu, H., Valsecchi, C., Ballabio, D., Bro, R. (2023). Comparison of machine learning approaches for the classification of elution profiles. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 243(15 December 2023) [10.1016/j.chemolab.2023.105002]. 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

Full list

Research projects

BALLABIO-Fondo per il finanziamento delle attività base di ricerca
Year: 2017
Call: FFABR 2017
Grantors: M.I.U.R. - MINISTERO DELL'ISTRUZIONE, DELL'UNIVERSITA' E DELLA RICERCA - UFFICIO I - Bilancio e Contabilita'. Coordinamento staff della Direzione

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

Further links