Davide Ballabio

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Viviana ConsonniDept. Earth and Environmental Sciences, Milano-Bicocca UniversityDirección de correo verificada de unimib.it
Roberto TodeschiniUniversity of Milano-Bicocca - Honorary professor of chemometricsDirección de correo verificada de unimib.it
Andrea Mauri [orcid: 0000-0002-1966-...AlvascienceDirección de correo verificada de alvascience.com
Francesca GrisoniAssociate Professor, Molecular Machine Learning at Eindhoven University of TechnologyDirección de correo verificada de tue.nl
Fabio GosettiUniversità di Milano-BicoccaDirección de correo verificada de unimib.it
Stella CosioProfessore associato di Chimica degli AlimentiDirección de correo verificada de unimi.it
Faizan Sahigarain silico (QSAR) consulting and training expertDirección de correo verificada de cehtra.com
Cecile ValsecchiPhD Student, Università Milano BicoccaDirección de correo verificada de campus.unimib.it
Benedetti SimonaUniversity of MilanDirección de correo verificada de unimi.it
Matteo CassottiNovo NordiskDirección de correo verificada de novonordisk.com
Rasmus BroProfessor in chemometrics, University of CopenhagenDirección de correo verificada de food.ku.dk
Kamel Mansouri [orcid:0000-0002-642...Computational Chemist at NIH/NIEHS/DTT/NICEATMDirección de correo verificada de nih.gov
Mahdi VasighiInstitute for Advanced Studies in Basic Sciences (IASBS)Dirección de correo verificada de iasbs.ac.ir
Cristian Rojas VillaUniversidad del AzuayDirección de correo verificada de uazuay.edu.ec
marco orlandiprofessore di chimica organica università milano bicoccaDirección de correo verificada de unimib.it
Susanna BurattiRicercatore UnimiDirección de correo verificada de unimi.it
Paul PigramLa Trobe University, Melbourne, AustraliaDirección de correo verificada de latrobe.edu.au
Wil GardnerPostdoctoral Researcher, La Trobe UniversityDirección de correo verificada de latrobe.edu.au
Alberto ManganaroIstituto di Ricerche Farmacologiche "Mario Negri" | ProtoQSAR SLDirección de correo verificada de amcc.it
Matteo ScampicchioFree University of BolzanoDirección de correo verificada de unibz.it

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Davide Ballabio

Università degli Studi di Milano - Bicocca

Dirección de correo verificada de unimib.it - Página principal

chemometrics multivariate analysis analytical chemistry qsar machine learning


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Classification tools in chemistry. Part 1: Linear models. PLS-DA D Ballabio, V Consonni Analytical Methods 5, 3790-3798, 2013	1265	2013
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	648	2009
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	526	2012
Evaluation of model predictive ability by external validation techniques V Consonni, D Ballabio, R Todeschini Journal of chemometrics 24 (3‐4), 194-201, 2010	424	2010
Multivariate comparison of classification performance measures D Ballabio, F Grisoni, R Todeschini Chemometrics and Intelligent Laboratory Systems 174, 33-44, 2018	320	2018
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	289	2013
A MATLAB toolbox for Principal Component Analysis and unsupervised exploration of data structure D Ballabio Chemometrics and Intelligent Laboratory Systems 149, 1-9, 2015	236	2015
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	205	2007
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	199	2007
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	197	2006
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	180	2013
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	172	2012
Multivariate Classification for Qualitative Analysis D Ballabio, R Todeschini Infrared Spectroscopy for Food Quality Analysis and Control, 83-104, 2009	166	2009
CoMPARA: Collaborative Modeling Project for Androgen Receptor Activity Environmental Health Perspectives 128 (2), 027002, 2020	159	2020
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	143	2009
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	121	2011
Amperometric electronic tongue for food analysis M Scampicchio, D Ballabio, A Arecchi, SM Cosio, S Mannino Microchimica Acta 163, 11-21, 2008	116	2008
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	115	2016
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	112	2010
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	110	2013

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