| 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 | 82 | 2016 |
| 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 | 51 | 2015 |
| Novelty detection in images by sparse representations G Boracchi, D Carrera, B Wohlberg 2014 IEEE Symposium on Intelligent Embedded Systems (IES), 47-54, 2014 | 43 | 2014 |
| 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 | 33 | 2016 |
| 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 | 32 | 2019 |
| 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 | 28 | 2018 |
| 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 | 21 | 2015 |
| 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 | 18 | 2016 |
| 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 | 16 | 2016 |
| 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 | 14 | 2020 |
| Sparse overcomplete denoising: aggregation versus global optimization D Carrera, G Boracchi, A Foi, B Wohlberg IEEE Signal Processing Letters 24 (10), 1468 - 1472, 2017 | 13 | 2017 |
| Wafer defect map classification using sparse convolutional networks R Bella, D Carrera, B Rossi, P Fragneto, G Boracchi International Conference on Image Analysis and Processing, 125-136, 2019 | 12 | 2019 |
| 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 | 9 | 2017 |
| 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 | 6 | 2020 |
| Generating high-dimensional datastreams for change detection D Carrera, G Boracchi Big data research 11, 11-21, 2018 | 6 | 2018 |
| 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 | 5 | 2018 |
| 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 | 5 | 2013 |
| CCM: Controlling the change magnitude in high dimensional data C Alippi, G Boracchi, D Carrera INNS Conference on Big Data, 216-225, 2016 | 3 | 2016 |
| 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 | 3 | 2015 |
| Novel Multilayer Extreme Learning Machine as a massive MIMO receiver for millimeter wave communications DF Carrera, C Vargas-Rosales, D Zabala-Blanco, NM Yungaicela-Naula, ... IEEE Access, 2022 | 1 | 2022 |
Giacomo BoracchiAssociate Professor, Politecnico di MilanoVerified email at polimi.it
