V
Viviana Consonni
Researcher at University of Milano-Bicocca
Publications - 103
Citations - 11851
Viviana Consonni is an academic researcher from University of Milano-Bicocca. The author has contributed to research in topics: Molecular descriptor & Similarity (network science). The author has an hindex of 30, co-authored 97 publications receiving 10280 citations. Previous affiliations of Viviana Consonni include University of Milan.
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Book
Handbook of Molecular Descriptors
TL;DR: This Users guide notations acronyms list of molecular descriptors contains abbreviations for molecular descriptor values that are useful for counting and topological descriptors calculation.
Journal ArticleDOI
QSAR Modeling: Where have you been? Where are you going to?
Artem Cherkasov,Eugene N. Muratov,Eugene N. Muratov,Denis Fourches,Alexandre Varnek,Igor I. Baskin,Mark T. D. Cronin,John C. Dearden,Paola Gramatica,Yvonne C. Martin,Roberto Todeschini,Viviana Consonni,Victor E. Kuz’min,Richard D. Cramer,Romualdo Benigni,Chihae Yang,James F. Rathman,Lothar Terfloth,Johann Gasteiger,Ann M. Richard,Alexander Tropsha +20 more
TL;DR: In this paper, the authors provide guidelines for QSAR development, validation, and application, which are summarized in best practices for building rigorously validated and externally predictive quantitative structure-activity relationship models.
Book
Molecular descriptors for chemoinformatics
TL;DR: This book presents a meta-modelling framework for QSAR/QSPR Modeling using Greek alphabets, selected from 450 journals and covering the period from the beginning of molecular descriptor research until the year 2008.
Journal ArticleDOI
Classification tools in chemistry. Part 1: linear models. PLS-DA
Davide Ballabio,Viviana Consonni +1 more
TL;DR: The common steps to calibrate and validate classification models based on partial least squares discriminant analysis are discussed in the present tutorial, and issues to be evaluated during model training and validation are introduced and explained using a chemical dataset.
Book
Molecular Descriptors for Chemoinformatics : Volume I : Alphabetical Listing / Volume II : Appendices, References
TL;DR: This essential guide to the knowledge and tools in the field includes everything from the basic concepts to modern methods, while also forming a bridge to bioinformatics.