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
5192013
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
4002009
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
2652012
Evaluation of model predictive ability by external validation techniques
V Consonni, D Ballabio, R Todeschini
Journal of chemometrics 24 (3‐4), 194-201, 2010
2602010
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
1672007
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
1662006
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
1612007
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
1442013
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
1122013
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
1062009
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
1012012
Multivariate Classification for Qualitative Analysis
D Ballabio, R Todeschini
Infrared Spectroscopy for Food Quality Analysis and Control, 83-104, 2009
1002009
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
912011
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
832010
Amperometric electronic tongue for food analysis
M Scampicchio, D Ballabio, A Arecchi, SM Cosio, S Mannino
Microchimica Acta 163 (1-2), 11-21, 2008
812008
A MATLAB toolbox for Principal Component Analysis and unsupervised exploration of data structure
D Ballabio
Chemometrics and Intelligent Laboratory Systems 149, 1-9, 2015
792015
Classification of GC‐MS measurements of wines by combining data dimension reduction and variable selection techniques
D Ballabio, T Skov, R Leardi, R Bro
Journal of Chemometrics: A Journal of the Chemometrics Society 22 (8), 457-463, 2008
652008
Multivariate comparison of classification performance measures
D Ballabio, F Grisoni, R Todeschini
Chemometrics and Intelligent Laboratory Systems 174, 33-44, 2018
632018
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
572013
Genetic algorithms for architecture optimisation of counter-propagation artificial neural networks
D Ballabio, M Vasighi, V Consonni, M Kompany-Zareh
Chemometrics and intelligent laboratory systems 105 (1), 56-64, 2011
572011
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