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Davide Ballabio
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Classification tools in chemistry. Part 1: Linear models. PLS-DA
D Ballabio, V Consonni
Analytical Methods 5, 3790-3798, 2013
11982013
Comments on the definition of the Q2 parameter for QSAR validation
V Consonni, D Ballabio, R Todeschini
Journal of chemical information and modeling 49 (7), 1669-1678, 2009
6282009
Comparison of different approaches to define the applicability domain of QSAR models
F Sahigara, K Mansouri, D Ballabio, A Mauri, V Consonni, R Todeschini
Molecules 17 (5), 4791-4810, 2012
5002012
Evaluation of model predictive ability by external validation techniques
V Consonni, D Ballabio, R Todeschini
Journal of chemometrics 24 (3‐4), 194-201, 2010
4062010
Multivariate comparison of classification performance measures
D Ballabio, F Grisoni, R Todeschini
Chemometrics and Intelligent Laboratory Systems 174, 33-44, 2018
2852018
Quantitative Structure−Activity Relationship models for ready biodegradability of chemicals
K Mansouri, T Ringsted, D Ballabio, R Todeschini, V Consonni
Journal of Chemical Information and Modeling 53, 867–878, 2013
2742013
A MATLAB toolbox for Principal Component Analysis and unsupervised exploration of data structure
D Ballabio
Chemometrics and Intelligent Laboratory Systems 149, 1-9, 2015
2212015
Evaluation of different storage conditions of extra virgin olive oils with an innovative recognition tool built by means of electronic nose and electronic tongue
MS Cosio, D Ballabio, S Benedetti, C Gigliotti
Food Chemistry 101 (2), 485-491, 2007
2032007
Prediction of Italian red wine sensorial descriptors from electronic nose, electronic tongue and spectrophotometric measurements by means of Genetic Algorithm regression models
S Buratti, D Ballabio, S Benedetti, MS Cosio
Food Chemistry 100 (1), 211-218, 2007
1962007
Geographical origin and authentication of extra virgin olive oils by an electronic nose in combination with artificial neural networks
MS Cosio, D Ballabio, S Benedetti, C Gigliotti
Analytica Chimica Acta 567 (2), 202-210, 2006
1932006
Particle size, chemical composition, seasons of the year and urban, rural or remote site origins as determinants of biological effects of particulate matter on pulmonary cells
MG Perrone, M Gualtieri, V Consonni, L Ferrero, G Sangiorgi, E Longhin, ...
Environmental Pollution 176, 215-227, 2013
1742013
A MATLAB Toolbox for Self Organizing Maps and supervised neural network learning strategies
D Ballabio, M Vasighi
Chemometrics and intelligent laboratory systems 118, 24-32, 2012
1652012
Multivariate Classification for Qualitative Analysis
D Ballabio, R Todeschini
Infrared Spectroscopy for Food Quality Analysis and Control, 83-104, 2009
1642009
CoMPARA: Collaborative Modeling Project for Androgen Receptor Activity
Environmental Health Perspectives 128 (2), 027002, 2020
1452020
The Kohonen and CP-ANN toolbox: a collection of MATLAB modules for self organizing maps and counterpropagation artificial neural networks
D Ballabio, V Consonni, R Todeschini
Chemometrics and intelligent laboratory systems 98 (2), 115-122, 2009
1382009
Monitoring of alcoholic fermentation using near infrared and mid infrared spectroscopies combined with electronic nose and electronic tongue
S Buratti, D Ballabio, G Giovanelli, CM Zuluaga Dominguez, A Moles, ...
Analytica chimica acta 697 (1-2), 67-74, 2011
1212011
Amperometric electronic tongue for food analysis
M Scampicchio, D Ballabio, A Arecchi, SM Cosio, S Mannino
Microchimica Acta 163, 11-21, 2008
1142008
Novel molecular descriptors based on functions of new vertex degrees
R Todeschini, D Ballabio, V Consonni
Novel Molecular Structure Descriptors - Theory and Applications I, 73-100, 2010
1122010
Beware of unreliable Q2! A comparative study of regression metrics for predictivity assessment of QSAR models
R Todeschini, D Ballabio, F Grisoni
Journal of Chemical Information and Modeling 50, 1905-1913, 2016
1112016
Locally centred Mahalanobis distance: A new distance measure with salient features towards outlier detection
R Todeschini, D Ballabio, V Consonni, F Sahigara, P Filzmoser
Analytica Chimica Acta 787, 1-9, 2013
1062013
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