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Giacomo Boracchi
Giacomo Boracchi
Associate Professor, Politecnico di Milano, DEIB
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Credit card fraud detection: a realistic modeling and a novel learning strategy
A Dal Pozzolo, G Boracchi, O Caelen, C Alippi, G Bontempi
IEEE transactions on neural networks and learning systems 29 (8), 3784-3797, 2017
4452017
Video denoising, deblocking, and enhancement through separable 4-D nonlocal spatiotemporal transforms
M Maggioni, G Boracchi, A Foi, K Egiazarian
IEEE Transactions on image processing 21 (9), 3952-3966, 2012
4102012
Just-in-time classifiers for recurrent concepts
C Alippi, G Boracchi, M Roveri
IEEE transactions on neural networks and learning systems 24 (4), 620-634, 2013
1772013
Modeling the performance of image restoration from motion blur
G Boracchi, A Foi
IEEE Transactions on Image Processing 21 (8), 3502-3517, 2012
1622012
Credit card fraud detection and concept-drift adaptation with delayed supervised information
A Dal Pozzolo, G Boracchi, O Caelen, C Alippi, G Bontempi
2015 international joint conference on Neural networks (IJCNN), 1-8, 2015
1222015
Defect detection in SEM images of nanofibrous materials
D Carrera, F Manganini, G Boracchi, E Lanzarone
IEEE Transactions on Industrial Informatics 13 (2), 551-561, 2016
1212016
A fast eavesdropping attack against touchscreens
F Maggi, A Volpatto, S Gasparini, G Boracchi, S Zanero
2011 7th International Conference on Information Assurance and Security (IAS …, 2011
992011
Hierarchical change-detection tests
C Alippi, G Boracchi, M Roveri
IEEE transactions on neural networks and learning systems 28 (2), 246-258, 2016
922016
Video denoising using separable 4D nonlocal spatiotemporal transforms
M Maggioni, G Boracchi, A Foi, K Egiazarian
Image Processing: Algorithms and Systems IX 7870, 9-19, 2011
862011
A just-in-time adaptive classification system based on the intersection of confidence intervals rule
C Alippi, G Boracchi, M Roveri
Neural Networks 24 (8), 791-800, 2011
782011
RTI Goes Wild: Radio Tomographic Imaging for Outdoor People Detection and Localization
C Alippi, M Bocca, G Boracchi, N Patwari, M Roveri
IEEE Transactions on Mobile Computing 15 (10), 2585-2598, 2015
662015
Detecting anomalous structures by convolutional sparse models
D Carrera, G Boracchi, A Foi, B Wohlberg
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
622015
Just in time classifiers: Managing the slow drift case
C Alippi, G Boracchi, M Roveri
2009 International Joint Conference on Neural Networks, 114-120, 2009
532009
Online anomaly detection for long-term ECG monitoring using wearable devices
D Carrera, B Rossi, P Fragneto, G Boracchi
Pattern Recognition 88, 482-492, 2019
512019
Novelty detection in images by sparse representations
G Boracchi, D Carrera, B Wohlberg
2014 IEEE Symposium on Intelligent Embedded Systems (IES), 47-54, 2014
512014
Change detection tests using the ICI rule
C Alippi, G Boracchi, M Roveri
The 2010 international joint conference on neural networks (IJCNN), 1-7, 2010
512010
Foveated self-similarity in nonlocal image filtering
A Foi, G Boracchi
Human Vision and Electronic Imaging XVII 8291, 296-307, 2012
502012
QuantTree: Histograms for change detection in multivariate data streams
G Boracchi, D Carrera, C Cervellera, D Maccio
International Conference on Machine Learning, 639-648, 2018
482018
Change detection in multivariate datastreams: Likelihood and detectability loss
C Alippi, G Boracchi, D Carrera, M Roveri
International Joint Conference of Artificial Intelligence (IJCAI), 2016
462016
Single-image calibration of off-axis catadioptric cameras using lines
V Caglioti, P Taddei, G Boracchi, S Gasparini, A Giusti
2007 IEEE 11th International Conference on Computer Vision, 1-6, 2007
402007
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