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Journal Articles
- 2024
[j10]Davide Boldini, Davide Ballabio
, Viviana Consonni, Roberto Todeschini, Francesca Grisoni, Stephan A. Sieber:
Effectiveness of molecular fingerprints for exploring the chemical space of natural products. J. Cheminformatics 16(1): 35 (2024)- 2020
- [j9]Cecile Valsecchi, Francesca Grisoni, Viviana Consonni, Davide Ballabio:
Consensus versus Individual QSARs in Classification: Comparison on a Large-Scale Case Study. J. Chem. Inf. Model. 60(3): 1215-1223 (2020) - 2019
- [j8]Francesca Grisoni, Viviana Consonni, Davide Ballabio:
Machine Learning Consensus To Predict the Binding to the Androgen Receptor within the CoMPARA Project. J. Chem. Inf. Model. 59(5): 1839-1848 (2019) - 2016
- [j7]Andrea Mauri, Davide Ballabio, Roberto Todeschini, Viviana Consonni:
Mixtures, metabolites, ionic liquids: a new measure to evaluate similarity between complex chemical systems. J. Cheminformatics 8(1): 49:1-49:3 (2016) - [j6]Roberto Todeschini, Davide Ballabio, Francesca Grisoni:
Beware of Unreliable Q2! A Comparative Study of Regression Metrics for Predictivity Assessment of QSAR Models. J. Chem. Inf. Model. 56(10): 1905-1913 (2016) - 2015
- [j5]Roberto Todeschini, Davide Ballabio, Matteo Cassotti, Viviana Consonni:
N3 and BNN: Two New Similarity Based Classification Methods in Comparison with Other Classifiers. J. Chem. Inf. Model. 55(11): 2365-2374 (2015) - 2013
- [j4]Faizan Sahigara, Davide Ballabio, Roberto Todeschini, Viviana Consonni:
Defining a novel k-nearest neighbours approach to assess the applicability domain of a QSAR model for reliable predictions. J. Cheminformatics 5: 27 (2013) - [j3]Kamel Mansouri, Tine Ringsted, Davide Ballabio, Roberto Todeschini, Viviana Consonni:
Quantitative Structure-Activity Relationship Models for Ready Biodegradability of Chemicals. J. Chem. Inf. Model. 53(4): 867-878 (2013) - 2009
- [j2]Viviana Consonni, Davide Ballabio, Roberto Todeschini:
Comments on the Definition of the Q2 Parameter for QSAR Validation. J. Chem. Inf. Model. 49(7): 1669-1678 (2009) - 2006
- [j1]Roberto Todeschini, Viviana Consonni, Andrea Mauri, Davide Ballabio:
Characterization of DNA Primary Sequences by a New Similarity/Diversity Measure Based on the Partial Ordering. J. Chem. Inf. Model. 46(5): 1905-1911 (2006)
Conference and Workshop Papers
- 2024
- [c1]Edoardo Luca Viganò, Erika Colombo, Davide Ballabio, Alessandra Roncaglioni:
Artificial Intelligence Methods for Evaluating Mitochondrial Dysfunction: Exploring Various Chemical Notations Suitable for Neural Language Processing Models. AIDD@ICANN 2024: 116-131
Data and Artifacts
- 2019
- [d3]Davide Ballabio, Matteo Cassotti, Viviana Consonni, Roberto Todeschini:
QSAR fish toxicity. UCI Machine Learning Repository, 2019
- [d2]Davide Ballabio, Matteo Cassotti, Viviana Consonni, Roberto Todeschini:
QSAR aquatic toxicity. UCI Machine Learning Repository, 2019 - 2013
- [d1]Kamel Mansouri, Tine Ringsted, Davide Ballabio, Roberto Todeschini, Viviana Consonni:
QSAR biodegradation. UCI Machine Learning Repository, 2013
Coauthor Index
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last updated on 2024-12-10 21:42 CET by the dblp team
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