Diego Carrera

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Wearable Devices

Change Detection

Semiconductor Manufacturing

Top Venues

Pattern Recognit.

Publications

Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi
Composite convolution: A flexible operator for deep learning on 3D point clouds. Pattern Recognit. 153 (2024)
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) (2024)
Giuseppe Gianmarco Gatta, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Image Retrieval in Semiconductor Manufacturing. ICIAP (1) (2023)
Luca Frittoli, Diego Carrera, Giacomo Boracchi
Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Edoardo Peretti, Diego Stucchi, Diego Carrera, Giacomo Boracchi
Self-Similarity Block for Deep Image Denoising. ICIAP (1) (2023)
Diego Stucchi, Luca Magri, Diego Carrera, Giacomo Boracchi
Multimodal Batch-Wise Change Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Deep Open-Set Recognition for Silicon Wafer Production Monitoring. CoRR (2022)
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 (2022)
Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Deep open-set recognition for silicon wafer production monitoring. Pattern Recognit. 124 (2022)
Luca Frittoli, Diego Carrera, Giacomo Boracchi
Nonparametric and Online Change Detection in Multivariate Datastreams using QuantTree. CoRR (2022)
Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi
Composite Layers for Deep Anomaly Detection on 3D Point Clouds. CoRR (2022)
Luca Frittoli, Diego Carrera, Giacomo Boracchi
Change Detection in Multivariate Datastreams Controlling False Alarms. ECML/PKDD (1) (2021)
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)
Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli
Exploiting History Data for Nonstationary Multi-armed Bandit. ECML/PKDD (1) (2021)
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 (2020)
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) (2020)
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)
Pietro Morbidelli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation. ICASSP (2020)
Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Wafer Defect Map Classification Using Sparse Convolutional Networks. ICIAP (2) (2019)
Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Online anomaly detection for long-term ECG monitoring using wearable devices. Pattern Recognit. 88 (2019)
Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macciò
QuantTree: Histograms for Change Detection in Multivariate Data Streams. ICML (2018)
Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi
A Wearable Device for Online and Long-Term ECG Monitoring. IJCAI (2018)
Diego Carrera, Giacomo Boracchi
Generating High-Dimensional Datastreams for Change Detection. Big Data Res. 11 (2018)
Diego Carrera, Fabio Manganini, Giacomo Boracchi, Ettore Lanzarone
Defect Detection in SEM Images of Nanofibrous Materials. IEEE Trans. Ind. Informatics 13 (2) (2017)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Sparse Overcomplete Denoising: Aggregation Versus Global Optimization. IEEE Signal Process. Lett. 24 (10) (2017)
Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi
Domain Adaptation for Online ECG Monitoring. ICDM (2017)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Scale-invariant anomaly detection with multiscale group-sparse models. ICIP (2016)
Cesare Alippi, Giacomo Boracchi, Diego Carrera
CCM: Controlling the Change Magnitude in High Dimensional Data. INNS Conference on Big Data (2016)
Diego Carrera, Beatrice Rossi, Daniele Zambon, Pasqualina Fragneto, Giacomo Boracchi
ECG Monitoring in Wearable Devices by Sparse Models. ECML/PKDD (3) (2016)
Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri
Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss. IJCAI (2016)
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)
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)
Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg
Detecting anomalous structures by convolutional sparse models. IJCNN (2015)
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 (2015)
Giacomo Boracchi, Diego Carrera, Brendt Wohlberg
Novelty detection in images by sparse representations. IES (2014)
Eleonora Cagli, Diego Carrera, Giacomo Aletti, Giovanni Naldi, Beatrice Rossi
Robust DOA estimation of speech signals via sparsity models using microphone arrays. WASPAA (2013)
Antonio Tapiador, Diego Carrera, Joaquín Salvachúa
Social Stream, a social network framework. FGST (2012)
Antonio Tapiador, Diego Carrera, Joaquín Salvachúa
Tie-RBAC: An application of RBAC to Social Networks CoRR (2012)
Antonio Tapiador, Diego Carrera
A survey on social network sites' functional features CoRR (2012)