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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
11292013
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
6142009
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
4632012
Evaluation of model predictive ability by external validation techniques
V Consonni, D Ballabio, R Todeschini
Journal of chemometrics 24 (3‐4), 194-201, 2010
3912010
Multivariate comparison of classification performance measures
D Ballabio, F Grisoni, R Todeschini
Chemometrics and Intelligent Laboratory Systems 174, 33-44, 2018
2592018
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
2572013
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
A MATLAB toolbox for Principal Component Analysis and unsupervised exploration of data structure
D Ballabio
Chemometrics and Intelligent Laboratory Systems 149, 1-9, 2015
2012015
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
1972007
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
1942006
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
1682013
Multivariate Classification for Qualitative Analysis
D Ballabio, R Todeschini
Infrared Spectroscopy for Food Quality Analysis and Control, 83-104, 2009
1612009
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
1582012
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
1372009
CoMPARA: Collaborative Modeling Project for Androgen Receptor Activity
Environmental Health Perspectives 128 (2), 027002, 2020
1312020
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
1202011
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
1112010
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
1102016
Amperometric electronic tongue for food analysis
M Scampicchio, D Ballabio, A Arecchi, SM Cosio, S Mannino
Microchimica Acta 163, 11-21, 2008
1062008
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
1002013
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Artikler 1–20