Davide Ballabio

According to our database, Davide Ballabio authored at least 14 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Effectiveness of molecular fingerprints for exploring the chemical space of natural products.

Davide Boldini, Davide Ballabio, Viviana Consonni, Roberto Todeschini, Francesca Grisoni, Stephan A. Sieber

J. Cheminformatics, December, 2024

Artificial Intelligence Methods for Evaluating Mitochondrial Dysfunction: Exploring Various Chemical Notations Suitable for Neural Language Processing Models.

Edoardo Luca Viganò, Erika Colombo, Davide Ballabio, Alessandra Roncaglioni

Proceedings of the AI in Drug Discovery - First International Workshop, 2024

2020

Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study.

Cecile Valsecchi, Francesca Grisoni, Viviana Consonni, Davide Ballabio

J. Chem. Inf. Model., 2020

2019

QSAR aquatic toxicity.

Davide Ballabio, Matteo Cassotti, Viviana Consonni, Roberto Todeschini

Dataset, September, 2019

QSAR fish toxicity.

Davide Ballabio, Matteo Cassotti, Viviana Consonni, Roberto Todeschini

Dataset, September, 2019

Machine Learning Consensus To Predict the Binding to the Androgen Receptor within the CoMPARA Project.

Francesca Grisoni, Viviana Consonni, Davide Ballabio

J. Chem. Inf. Model., 2019

2016

Beware of Unreliable <i>Q</i>²! A Comparative Study of Regression Metrics for Predictivity Assessment of QSAR Models.

Roberto Todeschini, Davide Ballabio, Francesca Grisoni

J. Chem. Inf. Model., 2016

Mixtures, metabolites, ionic liquids: a new measure to evaluate similarity between complex chemical systems.

Andrea Mauri, Davide Ballabio, Roberto Todeschini, Viviana Consonni

J. Cheminformatics, 2016

2015

N3 and BNN: Two New Similarity Based Classification Methods in Comparison with Other Classifiers.

Roberto Todeschini, Davide Ballabio, Matteo Cassotti, Viviana Consonni

J. Chem. Inf. Model., 2015

2013

QSAR biodegradation.

Kamel Mansouri, Tine Ringsted, Davide Ballabio, Roberto Todeschini, Viviana Consonni

Dataset, June, 2013

Quantitative Structure-Activity Relationship Models for Ready Biodegradability of Chemicals.

Kamel Mansouri, Tine Ringsted, Davide Ballabio, Roberto Todeschini, Viviana Consonni

J. Chem. Inf. Model., 2013

Defining a novel k-nearest neighbours approach to assess the applicability domain of a QSAR model for reliable predictions.

Faizan Sahigara, Davide Ballabio, Roberto Todeschini, Viviana Consonni

J. Cheminformatics, 2013

2009

Comments on the Definition of the <i>Q</i>² Parameter for QSAR Validation.

Viviana Consonni, Davide Ballabio, Roberto Todeschini

J. Chem. Inf. Model., 2009

2006

Characterization of DNA Primary Sequences by a New Similarity/Diversity Measure Based on the Partial Ordering.

Roberto Todeschini, Viviana Consonni, Andrea Mauri, Davide Ballabio

J. Chem. Inf. Model., 2006