Gianluca Valentini
Gianluca Valentini
Professor of Physics at Politecnico di Milano
Verified email at
Cited by
Cited by
Ensembles of learning machines
G Valentini, F Masulli
Italian workshop on neural nets, 3-20, 2002
A solid tissue phantom for photon migration studies
R Cubeddu, A Pifferi, P Taroni, A Torricelli, G Valentini
Physics in Medicine & Biology 42 (10), 1971, 1997
Bias-variance analysis of support vector machines for the development of SVM-based ensemble methods
G Valentini, TG Dietterich
Journal of Machine Learning Research 5 (Jul), 725-775, 2004
Time-resolved fluorescence imaging in biology and medicine
R Cubeddu, D Comelli, C D'Andrea, P Taroni, G Valentini
Journal of Physics D: Applied Physics 35 (9), R61, 2002
Nondestructive quantification of chemical and physical properties of fruits by time-resolved reflectance spectroscopy in the wavelength range 650–1000 nm
R Cubeddu, C D’Andrea, A Pifferi, P Taroni, A Torricelli, G Valentini, ...
Applied optics 40 (4), 538-543, 2001
Fluorine-Doped TiO2 Materials: Photocatalytic Activity vs Time-Resolved Photoluminescence
MV Dozzi, C D’Andrea, B Ohtani, G Valentini, E Selli
The Journal of Physical Chemistry C 117 (48), 25586-25595, 2013
A whole-genome analysis framework for effective identification of pathogenic regulatory variants in Mendelian disease
D Smedley, M Schubach, JOB Jacobsen, S Köhler, T Zemojtel, ...
The American Journal of Human Genetics 99 (3), 595-606, 2016
Antitumor immunity induced by photodynamic therapy with aluminum disulfonated phthalocyanines and laser light.
G Canti, D Lattuada, A Nicolin, P Taroni, G Valentini, R Cubeddu
Anti-Cancer Drugs 5 (4), 443-447, 1994
Noninvasive absorption and scattering spectroscopy of bulk diffusive media: An application to the optical characterization of human breast
R Cubeddu, A Pifferi, P Taroni, A Torricelli, G Valentini
Applied Physics Letters 74 (6), 874-876, 1999
Lasers with super-Gaussian mirrors
S De Silvestri, V Magni, O Svelto, G Valentini
IEEE journal of quantum electronics 26 (9), 1500-1509, 1990
Experimental test of theoretical models for time‐resolved reflectance
R Cubeddu, A Pifferi, P Taroni, A Torricelli, G Valentini
Medical physics 23 (9), 1625-1633, 1996
True path rule hierarchical ensembles for genome-wide gene function prediction
G Valentini
IEEE/ACM Transactions on Computational Biology and Bioinformatics 8 (3), 832-847, 2010
Time-resolved reflectance spectroscopy applied to the nondestructive monitoring of the internal optical properties in apples
R Cubeddu, C D'Andrea, A Pifferi, P Taroni, A Torricelli, G Valentini, ...
Applied spectroscopy 55 (10), 1368-1374, 2001
Preliminary evaluation of two fluorescence imaging methods for the detection and the delineation of basal cell carcinomas of the skin
S Andersson‐Engels, G Canti, R Cubeddu, C Eker, C af Klinteberg, ...
Lasers in Surgery and Medicine: The Official Journal of the American Society …, 2000
Effects of the Menstrual Cycle on the Red and Near‐infrared Optical Properties of the Human Breast¶
R Cubeddu, C D'Andrea, A Pifferi, P Taroni, A Torricelli, G Valentini
Photochemistry and photobiology 72 (3), 383-391, 2000
Fluorescence lifetime spectroscopy and imaging: principles and applications in biomedical diagnostics
L Marcu, PMW French, DS Elson
CRC Press, 2014
Cancer recognition with bagged ensembles of support vector machines
G Valentini, M Muselli, F Ruffino
Neurocomputing 56, 461-466, 2004
Fuzzy ensemble clustering based on random projections for DNA microarray data analysis
R Avogadri, G Valentini
Artificial Intelligence in Medicine 45 (2-3), 173-183, 2009
Real-time method for fitting time-resolved reflectance and transmittance measurements with a Monte Carlo model
A Pifferi, P Taroni, G Valentini, S Andersson-Engels
Applied optics 37 (13), 2774-2780, 1998
Fluorescence lifetime imaging of experimental tumors in hematoporphyrin derivative‐sensitized mice
R Cubeddu, G Canti, A Pifferi, P Taroni, G Valentini
Photochemistry and photobiology 66 (2), 229-236, 1997
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