Diego Carrera

According to our database, Diego Carrera authored at least 35 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Multimodal Batch-Wise Change Detection.

Diego Stucchi, Luca Magri, Diego Carrera, Giacomo Boracchi

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree.

Luca Frittoli, Diego Carrera, Giacomo Boracchi

IEEE Trans. Knowl. Data Eng., August, 2023

Self-Similarity Block for Deep Image Denoising.

Edoardo Peretti, Diego Stucchi, Diego Carrera, Giacomo Boracchi

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Image Retrieval in Semiconductor Manufacturing.

Giuseppe Gianmarco Gatta, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi

Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022

Deep open-set recognition for silicon wafer production monitoring.

Luca Frittoli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi

Pattern Recognit., 2022

Profiled side channel attacks against the RSA cryptosystem using neural networks.

Alessandro Barenghi, Diego Carrera, Silvia Mella, Andrea Pace, Gerardo Pelosi, Ruggero Susella

J. Inf. Secur. Appl., 2022

Composite Layers for Deep Anomaly Detection on 3D Point Clouds.

Alberto Floris, Luca Frittoli, Diego Carrera, Giacomo Boracchi

CoRR, 2022

2021

Exploiting History Data for Nonstationary Multi-armed Bandit.

Gerlando Re, Fabio Chiusano, Francesco Trovò, Diego Carrera, Giacomo Boracchi, Marcello Restelli

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Change Detection in Multivariate Datastreams Controlling False Alarms.

Luca Frittoli, Diego Carrera, Giacomo Boracchi

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Profiled Attacks Against the Elliptic Curve Scalar Point Multiplication Using Neural Networks.

Alessandro Barenghi, Diego Carrera, Silvia Mella, Andrea Pace, Gerardo Pelosi, Ruggero Susella

Proceedings of the Network and System Security - 15th International Conference, 2021

2020

Strengthening Sequential Side-Channel Attacks Through Change Detection.

Luca Frittoli, Matteo Bocchi, Silvia Mella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Ruggero Susella, Giacomo Boracchi

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020

An Improved Dynamic Compact Thermal Model for Non-Linear and Non-Homogeneous Heat Diffusion Problems.

Nicolò Folloni, Mattia Monetti, Diego Carrera, Beatrice Rossi, Alberto Balzarotti, Giancarlo Zinco, Pasqualina Fragneto

Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation.

Pietro Morbidelli, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Learning and adaptation to detect changes and anomalies in high-dimensional data.

Diego Carrera

PhD thesis, 2019

Online anomaly detection for long-term ECG monitoring using wearable devices.

Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi

Pattern Recognit., 2019

Wafer Defect Map Classification Using Sparse Convolutional Networks.

Roberto di Bella, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018

Generating High-Dimensional Datastreams for Change Detection.

Diego Carrera, Giacomo Boracchi

Big Data Res., 2018

A Wearable Device for Online and Long-Term ECG Monitoring.

Marco Longoni, Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Marco Pessione, Giacomo Boracchi

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

QuantTree: Histograms for Change Detection in Multivariate Data Streams.

Giacomo Boracchi, Diego Carrera, Cristiano Cervellera, Danilo Macciò

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Defect Detection in SEM Images of Nanofibrous Materials.

Diego Carrera, Fabio Manganini, Giacomo Boracchi, Ettore Lanzarone

IEEE Trans. Ind. Informatics, 2017

Sparse Overcomplete Denoising: Aggregation Versus Global Optimization.

Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg

IEEE Signal Process. Lett., 2017

Domain Adaptation for Online ECG Monitoring.

Diego Carrera, Beatrice Rossi, Pasqualina Fragneto, Giacomo Boracchi

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

ECG Monitoring in Wearable Devices by Sparse Models.

Diego Carrera, Beatrice Rossi, Daniele Zambon, Pasqualina Fragneto, Giacomo Boracchi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

CCM: Controlling the Change Magnitude in High Dimensional Data.

Cesare Alippi, Giacomo Boracchi, Diego Carrera

Proceedings of the Advances in Big Data, 2016

Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss.

Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Scale-invariant anomaly detection with multiscale group-sparse models.

Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Block-sparsity-based localization in wireless sensor networks.

Alessandro Bay, Diego Carrera, Sophie M. Fosson, Pasqualina Fragneto, Marco Grella, Chiara Ravazzi, Enrico Magli

EURASIP J. Wirel. Commun. Netw., 2015

Dictionary design for sensor network localization via block-sparsity.

Alessandro Bay, Diego Carrera, Sophie M. Fosson, Pasqualina Fragneto, Marco Grella, Chiara Ravazzi, Enrico Magli

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Detecting anomalous structures by convolutional sparse models.

Diego Carrera, Giacomo Boracchi, Alessandro Foi, Brendt Wohlberg

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Distributed System as Internet of Things for a New Low-Cost, Air Pollution Wireless Monitoring on Real Time.

Walter Fuertes, Diego Carrera, Cesar Villacis, Theofilos Toulkeridis, Fernando Galarraga, Edgar Torres, Hernán Aules

Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

2014

Novelty detection in images by sparse representations.

Giacomo Boracchi, Diego Carrera, Brendt Wohlberg

Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014

2013

Robust DOA estimation of speech signals via sparsity models using microphone arrays.

Eleonora Cagli, Diego Carrera, Giacomo Aletti, Giovanni Naldi, Beatrice Rossi

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

2012

A survey on social network sites' functional features

Antonio Tapiador, Diego Carrera

CoRR, 2012

Tie-RBAC: An application of RBAC to Social Networks

Antonio Tapiador, Diego Carrera, Joaquín Salvachúa

CoRR, 2012

Social Stream, a social network framework.

Antonio Tapiador, Diego Carrera, Joaquín Salvachúa

Proceedings of the First International Conference on Future Generation Communication Technologies (FGST 2012), 2012