| 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 | 155 | 2016 |
| 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 | 78 | 2018 |
| 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 | 71 | 2015 |
| 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 | 59 | 2019 |
| Novelty detection in images by sparse representations G Boracchi, D Carrera, B Wohlberg 2014 IEEE Symposium on Intelligent Embedded Systems (IES), 47-54, 2014 | 59 | 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 | 51 | 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 | 36 | 2020 |
| 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 | 30 | 2016 |
| Deep open-set recognition for silicon wafer production monitoring L Frittoli, D Carrera, B Rossi, P Fragneto, G Boracchi Pattern Recognition 124, 108488, 2022 | 25 | 2022 |
| Change detection in multivariate datastreams controlling false alarms L Frittoli, D Carrera, G Boracchi Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 24 | 2021 |
| 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, 1-15, 2015 | 24 | 2015 |
| 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 | 23 | 2019 |
| 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 | 21 | 2016 |
| Sparse overcomplete denoising: aggregation versus global optimization D Carrera, G Boracchi, A Foi, B Wohlberg IEEE Signal Processing Letters 24 (10), 1468 - 1472, 2017 | 17 | 2017 |
| 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 | 12 | 2017 |
| Composite convolution: A flexible operator for deep learning on 3D point clouds A Floris, L Frittoli, D Carrera, G Boracchi Pattern Recognition 153, 110557, 2024 | 10 | 2024 |
| Generating high-dimensional datastreams for change detection D Carrera, G Boracchi Big data research 11, 11-21, 2018 | 10 | 2018 |
| Exploiting history data for nonstationary multi-armed bandit G Re, F Chiusano, F Trovò, D Carrera, G Boracchi, M Restelli Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021 | 9 | 2021 |
| Nonparametric and online change detection in multivariate Datastreams using QuantTree L Frittoli, D Carrera, G Boracchi IEEE Transactions on Knowledge and Data Engineering 35 (8), 8328-8342, 2022 | 8 | 2022 |
| 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 | 8 | 2022 |
Giacomo BoracchiAssociate Professor, Politecnico di Milano, DEIBVerified email at polimi.it