Davide Ballabio

Classification tools in chemistry. Part 1: linear models. PLS-DA

Davide Ballabio, Viviana Consonni · Analytical Methods · 2013 · 1.2K citations

Environmental Chemistry, Environmental Monitoring, Engineering +14

Comparison of Different Approaches to Define the Applicability Domain of QSAR Models

Faizan Sahigara, Kamel Mansouri, Davide Ballabio et al. · Molecules · 2012 · 573 citations · Full text

Drug Target, Engineering, Machine Learning +23

Evaluation of model predictive ability by external validation techniques

Viviana Consonni, Davide Ballabio, Roberto Todeschini · Journal of Chemometrics · 2010 · 357 citations

Engineering, Program Evaluation, Data Science +16

Multivariate comparison of classification performance measures

Davide Ballabio, Francesca Grisoni, Roberto Todeschini · Chemometrics and Intelligent Laboratory Systems · 2017 · 307 citations

Data Classification, Classification Method, Engineering +10

A MATLAB toolbox for Principal Component Analysis and unsupervised exploration of data structure

Davide Ballabio · Chemometrics and Intelligent Laboratory Systems · 2015 · 214 citations

Data Structure, Engineering, Data Science +11