RDF/XML JSON-LD N3/Turtle RDF/JSON
Author profile at the institutional portal

Mozo Velasco, Bonifacio Alberto a.mozo@upm.es

SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

A methodological framework for optimizing the energy consumption of deep neural networks: a case study of a cyber threat detector

  • Karamchandani A
  • Mozo A
  • Gómez-Canaval S
  • Pastor A

Neural Computing & Applications (p. 10297-10338) - 1/1/2024

10.1007/s00521-024-09588-z View at source

  • ISSN 14333058

Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case

  • Vakaruk, S
  • Karamchandani, A
  • Sierra-García, JE
  • Mozo, A
  • Gómez-Canaval, S
  • Pastor, A

Sensors - 1/4/2023

10.3390/s23073516 View at source

  • ISSN 14248220

A Machine-Learning-Based Cyberattack Detector for a Cloud-Based SDN Controller

  • Mozo, A
  • Karamchandani, A
  • de la Cal, L
  • Gómez-Canaval, S
  • Pastor, A
  • Gifre, L

Applied Sciences-Basel - 1/4/2023

10.3390/app13084914 View at source

  • ISSN 20763417

Using N-BEATS ensembles to predict automated guided vehicle deviation

  • Karamchandani, A
  • Mozo, A
  • Vakaruk, S
  • Gómez-Canaval, S
  • Sierra-García, JE
  • Pastor, A

Applied Intelligence (p. 26139-26204) - 1/11/2023

10.1007/s10489-023-04820-0 View at source

  • ISSN 0924669X

Providing Heterogeneous Signaling and User Traffic for 5G Core Network Functional Testing

  • Rivera, Diego
  • Ignacio Moreno, Jose
  • Sanz Rodrigo, Mario
  • Lopez, Diego R
  • Mozo, Alberto

Ieee Access (p. 1-1) - 1/1/2023

10.1109/access.2022.3233412 View at source

  • ISSN 21693536

Data Augmentation techniques in time series domain: a survey and taxonomy

  • Iglesias, G
  • Talavera, E
  • González-Prieto, A
  • Mozo, A
  • Gómez-Canaval, S

Neural Computing & Applications (p. 10123-10145) - 1/1/2023

10.1007/s00521-023-08459-3 View at source

  • ISSN 14333058

Anticipatory analysis of AGV trajectory in a 5G network using machine learning

  • Mozo, A
  • Vakaruk, S
  • Sierra-García, JE
  • Pastor, A

Journal Of Intelligent Manufacturing (p. 1541-1569) - 1/1/2023

10.1007/s10845-023-02116-1 View at source

  • ISSN 09565515

Applying Digital Twins to Optical Networks with Cloud-Native SDN Controllers

  • Vilalta R
  • Gifre L
  • Casellas R
  • Munoz R
  • Martinez R
  • Mozo A
  • Pastor A
  • Lopez D
  • Fernandez-Palacios JP
... View more Collapse

Ieee Communications Magazine (p. 128-134) - 1/1/2023

10.1109/mcom.003.2300105 View at source

  • ISSN 01636804

Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks

  • Mozo, Alberto
  • Gonzalez-Prieto, Angel
  • Pastor, Antonio
  • Gomez-Canaval, Sandra
  • Talavera, Edgar;

Scientific Reports - 1/1/2022

10.1038/s41598-022-06057-2 View at source

  • ISSN 20452322

B5GEMINI: AI-Driven Network Digital Twin

  • Mozo, A
  • Karamchandani, A
  • Gómez-Canaval, S
  • Sanz, M
  • Moreno, JI
  • Pastor, A

Sensors - 1/1/2022

10.3390/s22114106 View at source

  • ISSN 14248220

Big data applications and principles: First International Workshop, BIGDAP 2014, Madrid, Spain, september 11-12-2014 : proceedings / Alberto Mozo (ed. lit.), Antonio Hernando Esteban (ed. lit.), Sandra María Gómez Canaval (ed. lit.)

  • Alberto Mozo (ed. lit.), Antonio Hernando Esteban (ed. lit.), Sandra María Gómez Canaval (ed. lit.)

1/1/2014

  • ISBN 9788415302940
  • iMarina

Data Engineering in Autonomic Networking

  • Antonio Pastor-Perales, Diego R. López, Sandra Gómez Canaval y Alberto Mozo Velasco.

Wiley 5g Ref. - 16/5/2020

10.1002/9781119471509.w5gref121 View at source

A survey of feature selection in internet traffic characterization

  • Bo Zhu
  • Alberto Mozo

Big Data Applications And Principles: First International Workshop, Bigdap 2014, Madrid, Spain, September 11-12-2014 : Proceedings / Alberto Mozo (Ed. Lit.), Antonio Hernando Esteban (Ed. Lit.), Sandra María Gómez Canaval (Ed. Lit.) (p. 69-88) - 1/1/2014

  • iMarina

Arquitectura Peer-to-Peer escalable para la distribución eficiente de live-streaming en redes IP

  • Alberto Mozo, Joaquín Salvachúa

Iv Jornadas De Ingeniería Telemática : Jitel 2003, Gran Canaria, 15 Al 17 De Septiembre De 2003 (p. 417-424) - 1/1/2003

  • iMarina

Design of an AI-driven Network Digital Twin for advanced 5G-6G network management

  • Karamchandani A
  • Sanz M
  • Burgaleta A
  • De La Cal L
  • Mozo A
  • Moreno JI
  • Pastor A
  • Lopez DR
... View more Collapse

Proceedings Of Ieee/Ifip Network Operations And Management Symposium 2024, Noms 2024 - 1/1/2024

10.1109/noms59830.2024.10575106 View at source

ACROSS: Automated zero-touch cross-layer provisioning framework for 5G and beyond vertical services

  • Giannopoulos, D
  • Katsikas, G
  • Trantzas, K
  • Klonidis, D
  • Tranoris, C
  • Denazis, S
  • Gifre, L
  • Vilalta, R
  • Alemany, P
  • Muñoz, R
  • Bosneag, AM
  • Mozo, A
  • Karamchandani, A
  • de la Cal, L
  • López, DR
  • Pastor, A
  • Burgaleta, A
... View more Collapse

2023 Joint European Conference On Networks And Communications And 6g Summit, Eucnc/6g Summit 2023 (p. 735-740) - 1/1/2023

10.1109/eucnc/6gsummit58263.2023.10188293 View at source

B5GEMINI: Digital Twin Network for 5G and Beyond

  • Mozo, A
  • Karamchandani, A
  • Sanz, M
  • Moreno, JI
  • Pastor, A

Proceedings Of The Ieee/Ifip Network Operations And Management Symposium 2022: Network And Service Management In The Era Of Cloudification, Softwarization And Artificial Intelligence, Noms 2022 - 1/1/2022

10.1109/noms54207.2022.9789810 View at source

A Digital Twin for the 5G Era: the SPIDER Cyber Range

  • Rebecchi F
  • Pastor A
  • Mozo A
  • Lombardo C
  • Bruschi R
  • Aliferis I
  • Doriguzzi-Corin R
  • Gouvas P
  • Romero AA
  • Angelogianni A
  • Politis I
  • Xenakis C
... View more Collapse

Proceedings - 2022 Ieee 23rd International Symposium On A World Of Wireless, Mobile And Multimedia Networks, Wowmom 2022 (p. 567-572) - 1/1/2022

10.1109/wowmom54355.2022.00088 View at source

TeraFlow: Secured Autonomic Traffic Management for a Tera of SDN flows

  • Vilalta, R
  • Munoz, R
  • Casellas, R
  • Martinez, R
  • Lopez, V
  • de Dios, OG
  • Pastor, A
  • Katsikas, GP
  • Klaedtke, F
  • Monti, P
  • Mozo, A
  • Zinner, T
  • Overby, H
  • Gonzalez-Diaz, S
  • Lonsethagen, H
  • Pulido, JM
  • King, D
... View more Collapse

2021 Joint European Conference On Networks And Communications & 6g Summit (Eucnc/6g Summit) (p. 377-382) - 1/1/2021

10.1109/eucnc/6gsummit51104.2021.9482469 View at source

  • ISSN 24756490

A digital twin network for security training in 5G industrial environments

  • Vakaruk S
  • Mozo A
  • Pastor A
  • Lopez DR

Proceedings 2021 Ieee 1st International Conference On Digital Twins And Parallel Intelligence, Dtpi 2021 (p. 395-398) - 1/1/2021

10.1109/dtpi52967.2021.9540146 View at source

The Mouseworld, a security traffic analysis lab based on NFV/SDN

  • Pastor A
  • Mozo A
  • Lopez D
  • Folgueira J
  • Kapodistria A

Acm International Conference Proceeding Series - 1/1/2019

10.1145/3230833.3233283 View at source

PROBABILISTIC LEVERAGE SCORES FOR PARALLELIZED UNSUPERVISED FEATURE SELECTION (ALPHA CORE B)

  • Ordozgoiti Rubio, Bruno
  • GOMEZ CANAVAL, SANDRA MARIA
  • MOZO VELASCO, BONIFACIO ALBERTO

Advances In Computational Intelligence, Lecture Notes In Computer Science (p. 722-733) - 14/6/2017

  • iMarina

Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection.

  • Ordozgoiti, Bruno
  • Gomez Canaval, Sandra
  • Mozo, Alberto;

Advances In Computational Intelligence. Iwann 2017. Lecture Notes In Computer Science, Vol 10306. Springer, Cham (p. 722-733) - 14/6/2017

10.1007/978-3-319-59147-6_61 View at source

  • ISSN 03029743

Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure

  • Ordozgoiti B
  • Mozo A
  • Canaval SG
  • Margolin U
  • Rosensweig E
  • Segall I

Proceedings Of The 25th European Symposium On Artificial Neural Networks, Computational Intelligence And Machine Learning - Essan 2017 (p. 571-582) - 26/4/2017

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

Automated zero-touch cross-layer provisioning framework for 5G and beyond vertical services

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))

Period: 01-01-2023 - 31-12-2025

Type of funding: International

Amount of funding: 445500,00 Euros.

  • iMarina

Equipamiento Avanzado para el control y gestión de la red 5G/6G mediante aprendizaje reforzado

  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • Moreno Novella, José Ignacio (Investigador principal (IP))

Period: 01-01-2023 - 30-06-2025

Type of funding: National

Amount of funding: 441500,00 Euros.

  • iMarina

Beyond 5G Enhanced Management through dIgital twiNs based on artificial Intelligence: Artificial Intelligence and Use Cases

  • Vakaruk, Stanislav (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • CORTES SANCHEZ, CARLOS (Participante)
  • SERRANO ROMERO, JAVIER (Miembro del equipo de trabajo)
  • López Presa, José Luis (Participante)
  • Menendez Garcia, Jose Manuel (Participante)
  • CUEVAS RODRIGUEZ, CARLOS (Participante)
  • RONDA PRIETO, JOSE IGNACIO (Participante)
  • JAUREGUIZAR NUÑEZ, FERNANDO (Participante)
  • García Santos, Narciso (Participante)
  • BLANCO ADAN, CARLOS ROBERTO DEL (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-04-2022 - 30-11-2024

Type of funding: National

Amount of funding: 702800,00 Euros.

  • iMarina

Beyond 5G Enhanced Management through dIgital twiNs based on artificial Intelligence: Support Infrastructure

  • SANZ RODRIGO, MARIO (Participante)
  • BELLIDO TRIANA, LUIS (Participante)
  • RIVERA PINTO, DIEGO (Participante)
  • SOTO CAMPOS, IGNACIO (Participante)
  • Moreno Novella, José Ignacio (Investigador principal (IP))
  • MOZO VELASCO, BONIFACIO ALBERTO (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • FERNANDEZ CAMBRONERO, DAVID (Participante)
  • GONZALEZ SANCHEZ, DANIEL (Participante)
  • LENTISCO SANCHEZ, CARLOS MARIANO (Participante)
... View more Collapse

Period: 01-04-2022 - 30-11-2024

Type of funding: National

  • iMarina

Secured autonomic traffic management for a Tera of SDN flows

  • KARAMCHANDANI BATRA, AMIT (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • Vakaruk, Stanislav (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
... View more Collapse

Period: 01-01-2021 - 30-06-2023

Type of funding: International

Amount of funding: 318000,00 Euros.

  • iMarina

TOSS (Total System Shield)

  • Cira, Calimanut-Ionut (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
  • López Presa, José Luis (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • Mitrana, Victor (Participante)
  • BORDEL SANCHEZ, BORJA (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-01-2020 - 31-12-2020

Type of funding: International

Amount of funding: 132439,00 Euros.

  • iMarina

a cyberSecurity Platform for vIrtualiseD 5G cybEr Range services

  • Arroyo Montoro, Fernando (Participante)
  • López Presa, José Luis (Participante)
  • VAZQUEZ GALLO, ENRIQUE (Participante)
  • RIVERA PINTO, DIEGO (Participante)
  • Berrocal Colmenarejo, Julio José (Participante)
  • ALVAREZ-CAMPANA FDEZ.-CORREDOR, MANUEL (Participante)
  • VEGA BARBAS, MARIO (Participante)
  • Villagrá González, Victor Abraham (Participante)
  • VIDALLER SISO, LEON (Participante)
  • Moreno Novella, José Ignacio (Investigador principal (IP))
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • Vakaruk, Stanislav (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
... View more Collapse

Period: 01-07-2019 - 30-06-2022

Type of funding: International

Amount of funding: 464708,15 Euros.

  • iMarina

Big Data Value Spaces for COmpetitiveness of European COnnected Smart FacTories 4.0 (TP TID)

  • Vakaruk, Stanislav (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • García López de Lacalle, Jesús (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
... View more Collapse

Period: 01-05-2019 - 31-12-2020

Type of funding: International

Amount of funding: 99050,00 Euros.

  • iMarina

Deep-Augur 2019

  • Mitrana, Victor (Participante)
  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
  • GONZALEZ PRIETO, JOSE ANGEL (Participante)
  • TALAVERA MUÑOZ, EDGAR (Participante)
  • López Presa, José Luis (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
... View more Collapse

Period: 01-01-2019 - 31-12-2019

Type of funding: International

Amount of funding: 155934,00 Euros.

  • iMarina

Deep-Augur

  • Arroyo Montoro, Fernando (Participante)
  • GUTIERREZ RODRIGUEZ, ABRAHAM (Participante)
  • ROBLES VALLADARES, TOMAS ENRIQUE (Participante)
  • ARROYO CASTILLO, ANGEL (Participante)
  • López Presa, José Luis (Participante)
  • SEVILLA DE PABLO, ANDRES (Participante)
  • Manso Callejo, Miguel Ángel (Participante)
  • García López de Lacalle, Jesús (Participante)
  • Mitrana, Victor (Participante)
  • Alcarria Garrido, Ramón Pablo (Participante)
  • GOMEZ CANAVAL, SANDRA MARIA (Participante)
  • MOZO VELASCO, BONIFACIO ALBERTO (Investigador principal (IP))
... View more Collapse

Period: 01-01-2018 - 31-12-2018

Type of funding: International

Amount of funding: 233083,00 Euros.

  • iMarina

Contribuciones a la Aplicación de Machine Learning en Escenarios Novedosos de Tiempo Real

  • Mozo Velasco, Alberto (Director) Doctorando: Vakaruk, Stanislav

27/6/2023

  • iMarina

Contribuciones para el diseño de servicios inteligentes de seguridad en redes NFV/SDN de operador Telco

  • Mozo Velasco, Alberto (Director) Doctorando: Pastor Perales, Antonio Agustín

22/2/2023

  • iMarina

Column subset selection in practice : efficient heuristics and regularization

  • Mozo Velasco, Alberto (Director)
  • García López de Lacalle, Jesús (Director)
  • MOZO VELASCO, BONIFACIO ALBERTO (Director) Doctorando: Ordozgoiti Rubio, Bruno

1/1/2018

  • iMarina

Method and system for training and validating machine learning algorithms in data network environments

  • MOZO VELASCO, BONIFACIO ALBERTO (Inventores/autores/obtentores)
  • López Diego, R. (Inventores/autores/obtentores)
  • Pastor Perales, Antonio Agustín (Inventores/autores/obtentores)
  • GOMEZ CANAVAL, SANDRA MARIA (Inventores/autores/obtentores)

21/3/2018

  • iMarina

Method for database storage of a table with plural schemas

  • HUECAS GABRIEL (Inventores/autores/obtentores)
  • QUEMADA JUAN (Inventores/autores/obtentores)
  • SALVACHUA JOAQUIN (Inventores/autores/obtentores)
  • MOZO ALBERTO (Inventores/autores/obtentores)
  • MONJAS LLORENTE MIGUEL ANGEL (Inventores/autores/obtentores)

17/3/2010

  • iMarina

VERFAHREN ZUR DATENBANKSPEICHERUNG EINER TABELLE MIT MEHREREN SCHEMATA

  • HUECAS GABRIEL (Inventores/autores/obtentores)
  • QUEMADA JUAN (Inventores/autores/obtentores)
  • SALVACHUA JOAQUIN (Inventores/autores/obtentores)
  • MOZO ALBERTO (Inventores/autores/obtentores)
  • MONJAS LLORENTE MIGUEL ANGEL (Inventores/autores/obtentores)

17/3/2010

  • iMarina

PROCÉDÉ DE STOCKAGE D'UNE TABLE AVEC PLUSIEURS SCHÉMAS DANS UNE BASE DE DONNÉES

  • HUECAS GABRIEL (Inventores/autores/obtentores)
  • QUEMADA JUAN (Inventores/autores/obtentores)
  • SALVACHUA JOAQUIN (Inventores/autores/obtentores)
  • MOZO ALBERTO (Inventores/autores/obtentores)
  • MONJAS LLORENTE MIGUEL ANGEL (Inventores/autores/obtentores)

17/3/2010

  • iMarina

DATENSPEICHERUNGSVERFAHREN

  • MOZO ALBERTO (Inventores/autores/obtentores)
  • BASCUNANA MUNOZ ALEJANDRO (Inventores/autores/obtentores)
  • HUECAS GABRIEL (Inventores/autores/obtentores)
  • QUEMADA JUAN (Inventores/autores/obtentores)
  • SALVACHUA JOAQUIN (Inventores/autores/obtentores)

9/2/2010

  • iMarina

PROCÉDÉ DE STOCKAGE DE DONNÉES

  • MOZO ALBERTO (Inventores/autores/obtentores)
  • BASCUNANA MUNOZ ALEJANDRO (Inventores/autores/obtentores)
  • HUECAS GABRIEL (Inventores/autores/obtentores)
  • QUEMADA JUAN (Inventores/autores/obtentores)
  • SALVACHUA JOAQUIN (Inventores/autores/obtentores)

9/2/2010

  • iMarina
Last data update: 8/1/24 8:35 PM