Davide Ballabio

12 papers Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mixture of experts for multitask learning in cardiotoxicity assessment.
J. Cheminformatics
Edoardo Luca Viganò, Mateusz Iwan, Erika Colombo, Davide Ballabio, Alessandra Roncaglioni
2024 — conf
Artificial Intelligence Methods for Evaluating Mitochondrial Dysfunction: Exploring Various Chemical Notations Suitable for Neural Language Processing Models.
AIDD@ICANN
Edoardo Luca Viganò, Erika Colombo, Davide Ballabio, Alessandra Roncaglioni
2024 J jnl
Effectiveness of molecular fingerprints for exploring the chemical space of natural products.
J. Cheminformatics
Davide Boldini, Davide Ballabio, Viviana Consonni, Roberto Todeschini, Francesca Grisoni, Stephan A. Sieber
2020 J jnl
Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study.
J. Chem. Inf. Model.
Cecile Valsecchi, Francesca Grisoni, Viviana Consonni, Davide Ballabio
2019 J jnl
Machine Learning Consensus To Predict the Binding to the Androgen Receptor within the CoMPARA Project.
J. Chem. Inf. Model.
Francesca Grisoni, Viviana Consonni, Davide Ballabio
2016 J jnl
Beware of Unreliable
J. Chem. Inf. Model.
Roberto Todeschini, Davide Ballabio, Francesca Grisoni
2016 J jnl
Mixtures, metabolites, ionic liquids: a new measure to evaluate similarity between complex chemical systems.
J. Cheminformatics
Andrea Mauri, Davide Ballabio, Roberto Todeschini, Viviana Consonni
2015 J jnl
N3 and BNN: Two New Similarity Based Classification Methods in Comparison with Other Classifiers.
J. Chem. Inf. Model.
Roberto Todeschini, Davide Ballabio, Matteo Cassotti, Viviana Consonni
2013 J jnl
Defining a novel k-nearest neighbours approach to assess the applicability domain of a QSAR model for reliable predictions.
J. Cheminformatics
Faizan Sahigara, Davide Ballabio, Roberto Todeschini, Viviana Consonni
2013 J jnl
Quantitative Structure-Activity Relationship Models for Ready Biodegradability of Chemicals.
J. Chem. Inf. Model.
Kamel Mansouri, Tine Ringsted, Davide Ballabio, Roberto Todeschini, Viviana Consonni
2009 J jnl
Comments on the Definition of the
J. Chem. Inf. Model.
Viviana Consonni, Davide Ballabio, Roberto Todeschini
2006 J jnl
Characterization of DNA Primary Sequences by a New Similarity/Diversity Measure Based on the Partial Ordering.
J. Chem. Inf. Model.
Roberto Todeschini, Viviana Consonni, Andrea Mauri, Davide Ballabio