Diego Carrera

Orcid: 0000-0001-5082-7696

According to our database1, Diego Carrera authored at least 35 papers between 2012 and 2023.

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Bibliography

2023
Multimodal Batch-Wise Change Detection.
IEEE Trans. Neural Networks Learn. Syst., October, 2023

Nonparametric and Online Change Detection in Multivariate Datastreams Using QuantTree.
IEEE Trans. Knowl. Data Eng., August, 2023

Self-Similarity Block for Deep Image Denoising.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

Image Retrieval in Semiconductor Manufacturing.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023

2022
Deep open-set recognition for silicon wafer production monitoring.
Pattern Recognit., 2022

Profiled side channel attacks against the RSA cryptosystem using neural networks.
J. Inf. Secur. Appl., 2022

Composite Layers for Deep Anomaly Detection on 3D Point Clouds.
CoRR, 2022

2021
Exploiting History Data for Nonstationary Multi-armed Bandit.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Change Detection in Multivariate Datastreams Controlling False Alarms.
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.
Proceedings of the Network and System Security - 15th International Conference, 2021

2020
Strengthening Sequential Side-Channel Attacks Through Change Detection.
IACR Trans. Cryptogr. Hardw. Embed. Syst., 2020

An Improved Dynamic Compact Thermal Model for Non-Linear and Non-Homogeneous Heat Diffusion Problems.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Augmented Grad-CAM: Heat-Maps Super Resolution Through Augmentation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Learning and adaptation to detect changes and anomalies in high-dimensional data.
PhD thesis, 2019

Online anomaly detection for long-term ECG monitoring using wearable devices.
Pattern Recognit., 2019

Wafer Defect Map Classification Using Sparse Convolutional Networks.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

2018
Generating High-Dimensional Datastreams for Change Detection.
Big Data Res., 2018

A Wearable Device for Online and Long-Term ECG Monitoring.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

QuantTree: Histograms for Change Detection in Multivariate Data Streams.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Defect Detection in SEM Images of Nanofibrous Materials.
IEEE Trans. Ind. Informatics, 2017

Sparse Overcomplete Denoising: Aggregation Versus Global Optimization.
IEEE Signal Process. Lett., 2017

Domain Adaptation for Online ECG Monitoring.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016
ECG Monitoring in Wearable Devices by Sparse Models.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

CCM: Controlling the Change Magnitude in High Dimensional Data.
Proceedings of the Advances in Big Data, 2016

Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Scale-invariant anomaly detection with multiscale group-sparse models.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015
Block-sparsity-based localization in wireless sensor networks.
EURASIP J. Wirel. Commun. Netw., 2015

Dictionary design for sensor network localization via block-sparsity.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Detecting anomalous structures by convolutional sparse models.
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.
Proceedings of the 19th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2015

2014
Novelty detection in images by sparse representations.
Proceedings of the IEEE Symposium on Intelligent Embedded Systems, 2014

2013
Robust DOA estimation of speech signals via sparsity models using microphone arrays.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2013

2012
A survey on social network sites' functional features
CoRR, 2012

Tie-RBAC: An application of RBAC to Social Networks
CoRR, 2012

Social Stream, a social network framework.
Proceedings of the First International Conference on Future Generation Communication Technologies (FGST 2012), 2012


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