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Giorgio Gnecco
Giorgio Gnecco
Associate Professor (with 4 Full Professor Qualifications)
Verified email at imtlucca.it - Homepage
Title
Cited by
Cited by
Year
Classifiers for the detection of flood-prone areas using remote sensed elevation data
M Degiorgis, G Gnecco, S Gorni, G Roth, M Sanguineti, AC Taramasso
Journal of hydrology 470, 302-315, 2012
1602012
Machine-learning techniques for the optimal design of acoustic metamaterials
A Bacigalupo, G Gnecco, M Lepidi, L Gambarotta
Journal of Optimization Theory and Applications 187, 630-653, 2020
812020
Optimal design of low-frequency band gaps in anti-tetrachiral lattice meta-materials
A Bacigalupo, G Gnecco, M Lepidi, L Gambarotta
Composites Part B: Engineering 115, 341-359, 2017
782017
Optimal design of auxetic hexachiral metamaterials with local resonators
A Bacigalupo, M Lepidi, G Gnecco, L Gambarotta
Smart Materials and Structures 25 (5), 054009, 2016
682016
An efficient Self-Organizing Active Contour model for image segmentation
MM Abdelsamea, G Gnecco, MM Gaber
Neurocomputing 149, 820-835, 2015
652015
Neural approximations for optimal control and decision
R Zoppoli, M Sanguineti, G Gnecco, T Parisini
Springer International Publishing, 2020
562020
Approximation error bounds via Rademacher complexity
G Gnecco, M Sanguineti
Applied Mathematical Sciences 2, 153-176, 2008
522008
Foundations of support constraint machines
G Gnecco, M Gori, S Melacci, M Sanguineti
Neural computation 27 (2), 388-480, 2015
482015
Regularization techniques and suboptimal solutions to optimization problems in learning from data
G Gnecco, M Sanguineti
Neural Computation 22 (3), 793-829, 2010
442010
The weight-decay technique in learning from data: An optimization point of view
G Gnecco, M Sanguineti
Computational Management Science 6, 53-79, 2009
442009
An approach to transportation network analysis via transferable utility games
Y Hadas, G Gnecco, M Sanguineti
Transportation Research Part B: Methodological 105, 120-143, 2017
432017
Simple models in complex worlds: Occam’s razor and statistical learning theory
FJ Bargagli Stoffi, G Cevolani, G Gnecco
Minds and Machines 32 (1), 13-42, 2022
392022
Dynamic programming and value-function approximation in sequential decision problems: Error analysis and numerical results
M Gaggero, G Gnecco, M Sanguineti
Journal of Optimization Theory and Applications 156, 380-416, 2013
382013
Optimal design of the band structure for beam lattice metamaterials
A Bacigalupo, M Lepidi, G Gnecco, F VadalÓ, L Gambarotta
Frontiers in Materials 6, 2, 2019
372019
Suboptimal solutions to team optimization problems with stochastic information structure
G Gnecco, M Sanguineti, M Gaggero
SIAM Journal on Optimization 22 (1), 212-243, 2012
352012
Causal tree with instrumental variable: an extension of the causal tree framework to irregular assignment mechanisms
FJ Bargagli Stoffi, G Gnecco
International Journal of Data Science and Analytics 9 (3), 315-337, 2020
342020
Optimal distributed task scheduling in volunteer clouds
S Sebastio, G Gnecco, A Bemporad
Computers & Operations Research 81, 231-246, 2017
332017
Expressive non-verbal interaction in a string quartet: an analysis through head movements
D Glowinski, F Dardard, G Gnecco, S Piana, A Camurri
Journal on Multimodal User Interfaces 9, 55-68, 2015
332015
Computational design of innovative mechanical metafilters via adaptive surrogate-based optimization
A Bacigalupo, G Gnecco, M Lepidi, L Gambarotta
Computer Methods in Applied Mechanics and Engineering 375, 113623, 2021
322021
Learning with boundary conditions
G Gnecco, M Gori, M Sanguineti
Neural computation 25 (4), 1029-1106, 2013
322013
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Articles 1–20