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Diego Carrera
Diego Carrera
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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
1322016
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
672015
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
542019
Novelty detection in images by sparse representations
G Boracchi, D Carrera, B Wohlberg
2014 IEEE Symposium on Intelligent Embedded Systems (IES), 47-54, 2014
522014
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
512018
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss
C Alippi, G Boracchi, D Carrera, M Roveri
2016 International Joint Conference on Artificial Intelligence (IJCAI), 1368 …, 2016
472016
Augmented Grad-CAM: Heat-maps super resolution through augmentation
P Morbidelli, D Carrera, B Rossi, P Fragneto, G Boracchi
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
312020
Scale-invariant anomaly detection with multiscale group-sparse models
D Carrera, G Boracchi, A Foi, B Wohlberg
2016 IEEE International Conference on Image Processing (ICIP), 3892-3896, 2016
282016
Block-sparsity-based localization in wireless sensor networks
A Bay, D Carrera, SM Fosson, P Fragneto, M Grella, C Ravazzi, E Magli
EURASIP Journal on Wireless Communications and Networking 2015 (1), 1-15, 2015
222015
Wafer defect map classification using sparse convolutional networks
R di Bella, D Carrera, B Rossi, P Fragneto, G Boracchi
Image Analysis and Processing–ICIAP 2019: 20th International Conference …, 2019
192019
Ecg monitoring in wearable devices by sparse models
D Carrera, B Rossi, D Zambon, P Fragneto, G Boracchi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016
182016
Deep open-set recognition for silicon wafer production monitoring
L Frittoli, D Carrera, B Rossi, P Fragneto, G Boracchi
Pattern Recognition 124, 108488, 2022
152022
Sparse overcomplete denoising: aggregation versus global optimization
D Carrera, G Boracchi, A Foi, B Wohlberg
IEEE Signal Processing Letters 24 (10), 1468 - 1472, 2017
152017
Domain adaptation for online ecg monitoring
D Carrera, B Rossi, P Fragneto, G Boracchi
2017 IEEE International Conference on Data Mining (ICDM), 775-780, 2017
122017
Generating high-dimensional datastreams for change detection
D Carrera, G Boracchi
Big data research 11, 11-21, 2018
72018
Composite layers for deep anomaly detection on 3D point clouds
A Floris, L Frittoli, D Carrera, G Boracchi
arXiv preprint arXiv:2209.11796, 2022
62022
Artificial neural network processing methods and system
D Carrera, M Colella, G Desoli, G Boracchi, B Rossi, P Fragneto, L Frittoli
US Patent App. 17/383,132, 2022
62022
Change detection in multivariate datastreams controlling false alarms
L Frittoli, D Carrera, G Boracchi
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
62021
Method for the detecting electrocardiogram anomalies and corresponding system
B Rossi, P Fragneto, D Carrera, G Boracchi, D Zambon
US Patent 10,610,162, 2020
62020
A Wearable Device for Online and Long-Term ECG Monitoring.
M Longoni, D Carrera, B Rossi, P Fragneto, M Pessione, G Boracchi
IJCAI, 5838-5840, 2018
62018
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