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ORCIDDiego Carrera
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2020 – today
- 2024
[j12]Michele Craighero
, Davide Quarantiello, Beatrice Rossi, Diego Carrera, Pasqualina Fragneto, Giacomo Boracchi:
On-Device Personalization for Human Activity Recognition on STM32. IEEE Embed. Syst. Lett. 16(2): 106-109 (2024)- [j11]Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Composite convolution: A flexible operator for deep learning on 3D point clouds. Pattern Recognit. 153: 110557 (2024) - 2023
- [j10]Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree. IEEE Trans. Knowl. Data Eng. 35(8): 8328-8342 (2023) - [j9]Diego Stucchi, Luca Magri, Diego Carrera, Giacomo Boracchi:
Multimodal Batch-Wise Change Detection. IEEE Trans. Neural Networks Learn. Syst. 34(10): 6783-6797 (2023) - [c21]Giuseppe Gianmarco Gatta, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Image Retrieval in Semiconductor Manufacturing. ICIAP (1) 2023: 1-13 - [c20]Edoardo Peretti, Diego Stucchi, Diego Carrera, Giacomo Boracchi:
Self-Similarity Block for Deep Image Denoising. ICIAP (1) 2023: 26-38 - 2022
- [j8]Alessandro Barenghi, Diego Carrera, Silvia Mella, Andrea Pace, Gerardo Pelosi, Ruggero Susella:
Profiled side channel attacks against the RSA cryptosystem using neural networks. J. Inf. Secur. Appl. 66: 103122 (2022) - [j7]Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Deep open-set recognition for silicon wafer production monitoring. Pattern Recognit. 124: 108488 (2022) - [i6]Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Deep Open-Set Recognition for Silicon Wafer Production Monitoring. CoRR abs/2208.14071 (2022) - [i5]Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree. CoRR abs/2208.14801 (2022) - [i4]Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Composite Layers for Deep Anomaly Detection on 3D Point Clouds. CoRR abs/2209.11796 (2022) - 2021
- [c19]Alessandro Barenghi, Diego Carrera, Silvia Mella, Andrea Pace, Gerardo Pelosi, Ruggero Susella:
Profiled Attacks Against the Elliptic Curve Scalar Point Multiplication Using Neural Networks. NSS 2021: 238-257 - [c18]Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli:
Exploiting History Data for Nonstationary Multi-armed Bandit. ECML/PKDD (1) 2021: 51-66 - [c17]Luca Frittoli, Diego Carrera, Giacomo Boracchi:
Change Detection in Multivariate Datastreams Controlling False Alarms. ECML/PKDD (1) 2021: 421-436 - 2020
- [j6]Luca Frittoli, Matteo Bocchi, Silvia Mella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Ruggero Susella, Giacomo Boracchi:
Strengthening Sequential Side-Channel Attacks Through Change Detection. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2020(3): 1-21 (2020) - [c16]Pietro Morbidelli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation. ICASSP 2020: 4067-4071 - [c15]Nicolò Folloni, Mattia Monetti, Diego Carrera, Beatrice Rossi, Alberto Balzarotti, Giancarlo Zinco, Pasqualina Fragneto:
An Improved Dynamic Compact Thermal Model for Non-Linear and Non-Homogeneous Heat Diffusion Problems. ICECS 2020: 1-4 - [i3]Luca Frittoli, Matteo Bocchi, Silvia Mella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Ruggero Susella, Giacomo Boracchi:
Strengthening Sequential Side-Channel Attacks Through Change Detection. IACR Cryptol. ePrint Arch. 2020: 813 (2020)
2010 – 2019
- 2019
- [b1]Diego Carrera:
Learning and adaptation to detect changes and anomalies in high-dimensional data. Polytechnic University of Milan, Italy, 2019 - [j5]Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Online anomaly detection for long-term ECG monitoring using wearable devices. Pattern Recognit. 88: 482-492 (2019) - [c14]Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Wafer Defect Map Classification Using Sparse Convolutional Networks. ICIAP (2) 2019: 125-136 - 2018
- [j4]Diego Carrera, Giacomo Boracchi:
Generating High-Dimensional Datastreams for Change Detection. Big Data Res. 11: 11-21 (2018) - [c13]Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macciò:
QuantTree: Histograms for Change Detection in Multivariate Data Streams. ICML 2018: 638-647 - [c12]Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi:
A Wearable Device for Online and Long-Term ECG Monitoring. IJCAI 2018: 5838-5840 - 2017
- [j3]Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg:
Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. IEEE Signal Process. Lett. 24(10): 1468-1472 (2017) - [j2]Diego Carrera, Fabio Manganini, Giacomo Boracchi, Ettore Lanzarone:
Defect Detection in SEM Images of Nanofibrous Materials. IEEE Trans. Ind. Informatics 13(2): 551-561 (2017) - [c11]Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi:
Domain Adaptation for Online ECG Monitoring. ICDM 2017: 775-780 - 2016
- [c10]Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg:
Scale-invariant anomaly detection with multiscale group-sparse models. ICIP 2016: 3892-3896 - [c9]Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri:
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI 2016: 1368-1374 - [c8]Cesare Alippi, Giacomo Boracchi, Diego Carrera:
CCM: Controlling the Change Magnitude in High Dimensional Data. INNS Conference on Big Data 2016: 216-225 - [c7]Diego Carrera, Beatrice Rossi, Daniele Zambon, Pasqualina Fragneto, Giacomo Boracchi:
ECG Monitoring in Wearable Devices by Sparse Models. ECML/PKDD (3) 2016: 145-160 - 2015
- [j1]Alessandro Bay, Diego Carrera, Sophie M. Fosson, Pasqualina Fragneto, Marco Grella, Chiara Ravazzi, Enrico Magli:
Block-sparsity-based localization in wireless sensor networks. EURASIP J. Wirel. Commun. Netw. 2015: 182 (2015) - [c6]Walter Fuertes, Diego Carrera, Cesar Villacis, Theofilos Toulkeridis, Fernando Galarraga, Edgar Torres, Hernán Aules:
Distributed System as Internet of Things for a New Low-Cost, Air Pollution Wireless Monitoring on Real Time. DS-RT 2015: 58-67 - [c5]Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg:
Detecting anomalous structures by convolutional sparse models. IJCNN 2015: 1-8 - [c4]Alessandro Bay, Diego Carrera, Sophie M. Fosson, Pasqualina Fragneto, Marco Grella, Chiara Ravazzi, Enrico Magli:
Dictionary design for sensor network localization via block-sparsity. MMSP 2015: 1-6 - 2014
- [c3]Giacomo Boracchi, Diego Carrera, Brendt Wohlberg:
Novelty detection in images by sparse representations. IES 2014: 47-54 - 2013
- [c2]Eleonora Cagli, Diego Carrera, Giacomo Aletti, Giovanni Naldi, Beatrice Rossi:
Robust DOA estimation of speech signals via sparsity models using microphone arrays. WASPAA 2013: 1-4 - 2012
- [c1]Antonio Tapiador, Diego Carrera, Joaquín Salvachúa:
Social Stream, a social network framework. FGST 2012: 52-57 - [i2]Antonio Tapiador, Diego Carrera, Joaquín Salvachúa:
Tie-RBAC: An application of RBAC to Social Networks. CoRR abs/1205.5720 (2012) - [i1]Antonio Tapiador, Diego Carrera:
A survey on social network sites' functional features. CoRR abs/1209.3650 (2012)
Coauthor Index
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