Diego Carrera
Diego Carrera
Verified email at st.com
TitleCited byYear
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
262016
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
242015
Novelty detection in images by sparse representations
G Boracchi, D Carrera, B Wohlberg
2014 IEEE Symposium on Intelligent Embedded Systems (IES), 47-54, 2014
242014
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), 182, 2015
172015
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
162016
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
112016
Ecg monitoring in wearable devices by sparse models
D Carrera, B Rossi, D Zambon, P Fragneto, G Boracchi
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2016
102016
Sparse overcomplete denoising: aggregation versus global optimization
D Carrera, G Boracchi, A Foi, B Wohlberg
IEEE Signal Processing Letters 24 (10), 1468 - 1472, 2017
92017
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
62019
QuantTree: Histograms for Change Detection in Multivariate Data Streams
G Boracchi, D Carrera, C Cervellera, D Maccio
International Conference on Machine Learning, 638-647, 2018
42018
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
42017
Generating high-dimensional datastreams for change detection
D Carrera, G Boracchi
Big data research 11, 11-21, 2018
32018
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
22018
CCM: Controlling the change magnitude in high dimensional data
C Alippi, G Boracchi, D Carrera
INNS Conference on Big Data, 216-225, 2016
22016
Dictionary design for sensor network localization via block-sparsity
A Bay, D Carrera, SM Fosson, P Fragneto, M Grella, C Ravazzi, E Magli
2015 IEEE 17th International Workshop on Multimedia Signal Processing (MMSP …, 2015
22015
Robust DOA estimation of speech signals via sparsity models using microphone arrays
E Cagli, D Carrera, G Aletti, G Naldi, B Rossi
2013 IEEE Workshop on Applications of Signal Processing to Audio and …, 2013
22013
Learning and adaptation to detect changes and anomalies in high-dimensional data
D Carrera
Special Topics in Information Technology, 63-75, 2020
2020
Wafer Defect Map Classification Using Sparse Convolutional Networks
R di Bella, D Carrera, B Rossi, P Fragneto, G Boracchi
International Conference on Image Analysis and Processing, 125-136, 2019
2019
Method for the detecting electrocardiogram anomalies and corresponding system
B Rossi, P Fragneto, D Carrera, G Boracchi, D Zambon
US Patent App. 15/696,051, 2017
2017
Method for the detecting electrocardiogram anomalies and corresponding system
B Rossi, P Fragneto, D Zambon, D Carrera, G Boracchi
US Patent App. 15/169,184, 2017
2017
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