Pedro Casas

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Gabriel Gómez 0001

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Publications

2024
[j28]
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Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez Sena, José Acuña, Pedro Casas:
One Model to Find Them All Deep Learning for Multivariate Time-Series Anomaly Detection in Mobile Network Data. IEEE Trans. Netw. Serv. Manag. 21(2): 1601-1616 (2024)
2023
[d1]
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  - data/10/GonzalezTFGAC23
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Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas:
TELCO. IEEE DataPort, 2023
2022
[c125]
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  - conf/eurosp/GonzalezTFGAC22
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Gastón García González, Sergio Martinez Tagliafico, Alicia Fernández, Gabriel Gómez, José Acuña, Pedro Casas:
DC-VAE, Fine-grained Anomaly Detection in Multivariate Time-Series with Dilated Convolutions and Variational Auto Encoders. EuroS&P Workshops 2022: 287-293
[c123]
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  - conf/imc/GonzalezCFG22
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Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez:
Steps towards continual learning in multivariate time-series anomaly detection using variational autoencoders. IMC 2022: 774-775
2021
[j24]
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  - journals/sigmetrics/GonzalezCFG21
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Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez:
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series. SIGMETRICS Perform. Evaluation Rev. 48(4): 49-52 (2021)
2020
[c104]
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  - conf/sigcomm/GonzalezCFG20
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Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez:
Network anomaly detection with net-GAN, a generative adversarial network for analysis of multivariate time-series. SIGCOMM Posters and Demos 2020: 62-64
[i1]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-2010-08286
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Gastón García González, Pedro Casas, Alicia Fernández, Gabriel Gómez:
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series. CoRR abs/2010.08286 (2020)

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