Alberto Mozo

57 papers A* 2A 1B 11C 2Journal 28Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A survey on graph neural networks, machine learning and deep learning techniques for time series applications in industry.
PeerJ Comput. Sci.
Muhammad Jamal Ahmed, Alberto Mozo, Amit Karamchandani
2025 J jnl
On the Applicability of Network Digital Twins in Generating Synthetic Data for Heavy Hitter Discrimination.
IEEE Commun. Mag.
Amit Karamchandani, Javier Nuñez, Luis De La Cal, Yenny Moreno, Alberto Mozo, Antonio Pastor
2024 J jnl
A methodological framework for optimizing the energy consumption of deep neural networks: a case study of a cyber threat detector.
Neural Comput. Appl.
Amit Karamchandani, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
2024 J jnl
Anticipatory analysis of AGV trajectory in a 5G network using machine learning.
J. Intell. Manuf.
Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor
2024 J jnl
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms.
Knowl. Based Syst.
Silvia Martín-Suazo, Jesús Morón-López, Stanislav Vakaruk, Amit Karamchandani, Juan Antonio Pascual Aguilar, Alberto Mozo, Sandra Gómez Canaval, Meritxell Vinyals, Juan Manuel Ortiz
2024 B conf
Design of an AI-driven Network Digital Twin for advanced 5G-6G network management.
NOMS
Amit Karamchandani, Mario Sanz Rodrigo, Ángela Burgaleta, Luis De La Cal, Alberto Mozo, José Ignacio Moreno, Antonio Pastor, Diego R. López
2023 — conf
ACROSS: Automated zero-touch cross-layer provisioning framework for 5G and beyond vertical services.
EuCNC/6G Summit
Dimitris Giannopoulos, George P. Katsikas, Kostis Trantzas, Dimitrios Klonidis, Christos Tranoris, Spyros G. Denazis, Lluis Gifre, Ricard Vilalta, Pol Alemany, Raul Muñoz, Anne-Marie Bosneag, Alberto Mozo, Amit Karamchandani, Luis De La Cal, Diego R. López, Antonio Pastor, Ángela Burgaleta
2023 J jnl
Applying Digital Twins to Optical Networks with Cloud-Native SDN Controllers.
IEEE Commun. Mag.
Ricard Vilalta, Lluís Gifre, Ramon Casellas, Raul Muñoz, Ricardo Martínez, Alberto Mozo, Antonio Pastor, Diego R. López, Juan Pedro Fernández-Palacios
2023 J jnl
Data Augmentation techniques in time series domain: a survey and taxonomy.
Neural Comput. Appl.
Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
2023 J jnl
Providing Heterogeneous Signaling and User Traffic for 5G Core Network Functional Testing.
IEEE Access
Diego Rivera, José Ignacio Moreno, Mario Sanz Rodrigo, Diego R. López, Alberto Mozo
2023 J jnl
Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case.
Sensors
Stanislav Vakaruk, Amit Karamchandani, Jesús Enrique Sierra-García, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
2023 J jnl
Using N-BEATS ensembles to predict automated guided vehicle deviation.
Appl. Intell.
Amit Karamchandani, Alberto Mozo, Stanislav Vakaruk, Sandra Gómez Canaval, Jesús Enrique Sierra-García, Antonio Pastor
2022 C conf
A Digital Twin for the 5G Era: the SPIDER Cyber Range.
WoWMoM
Filippo Rebecchi, Antonio Pastor, Alberto Mozo, Chiara Lombardo, Roberto Bruschi, Ilias Aliferis, Roberto Doriguzzi Corin, Panagiotis Gouvas, Antonio Álvarez Romero, Anna Angelogianni, Ilias Politis, Christos Xenakis
2022 — ch.
A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS).
Data Spaces
Christoph Mertens, Jesús Alonso, Óscar Lázaro, Charaka Palansuriya, Gernot Böge, Alexandros Nizamis, Vaia Rousopoulou, Dimosthenis Ioannidis, Dimitrios Tzovaras, Rizkallah Touma, Miquel Tarzan, Diego Mallada, Paulo Figueiras, Ruben Costa, Diogo Graça, Gisela García, Begoña Laibarra, Aitor Celaya, Piotr Sobonski, Azzam Naeem, Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor, Juan Rodriguez, Marlène Hildebrand, Tomasz Luniewski, Wojciech Zietak, Christoph Lange, Konstantinos Sipsas, Athanasios Poulakidas
2022 J jnl
B5GEMINI: AI-Driven Network Digital Twin.
Sensors
Alberto Mozo, Amit Karamchandani, Sandra Gómez Canaval, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor
2022 B conf
B5GEMINI: Digital Twin Network for 5G and Beyond.
NOMS
Alberto Mozo, Amit Karamchandani, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor
2022 J jnl
Data Augmentation techniques in time series domain: A survey and taxonomy.
CoRR
Edgar Talavera, Guillermo Iglesias, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
2022 J jnl
Dynamics of Fourier Modes in Torus Generative Adversarial Networks.
CoRR
Ángel González-Prieto, Alberto Mozo, Edgar Talavera, Sandra Gómez Canaval
2022 J jnl
Improving the quality of generative models through Smirnov transformation.
Inf. Sci.
Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera
2021 — conf
A Digital Twin Network for Security Training in 5G Industrial Environments.
DTPI
Stanislav Vakaruk, Alberto Mozo, Antonio Pastor, Diego R. López
2021 J jnl
Forecasting Automated Guided Vehicle Malfunctioning with Deep Learning in a 5G-Based Industry 4.0 Scenario.
IEEE Commun. Mag.
Stanislav Vakaruk, Jesús Enrique Sierra-García, Alberto Mozo, Antonio Pastor
2021 J jnl
Improving the quality of generative models through Smirnov transformation.
CoRR
Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera
2021 J jnl
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks.
CoRR
Alberto Mozo, Ángel González-Prieto, Antonio Pastor Perales, Sandra Gómez Canaval, Edgar Talavera
2021 — conf
TeraFlow: Secured Autonomic Traffic Management for a Tera of SDN flows.
EuCNC/6G Summit
Ricard Vilalta, Raul Muñoz, Ramon Casellas, Ricardo Martínez, Víctor López, Óscar González de Dios, Antonio Pastor, Georgios P. Katsikas, Felix Klaedtke, Paolo Monti, Alberto Mozo, Thomas Zinner, Harald Øverby, Sergio Gonzalez-Diaz, Håkon Lønsethagen, José-Miguel Pulido, Daniel King
2020 J jnl
Detection of Encrypted Cryptomining Malware Connections With Machine and Deep Learning.
IEEE Access
Antonio Pastor, Alberto Mozo, Stanislav Vakaruk, Daniele Canavese, Diego R. López, Leonardo Regano, Sandra Gómez Canaval, Antonio Lioy
2019 J jnl
Regularized greedy column subset selection.
Inf. Sci.
Bruno Ordozgoiti, Alberto Mozo, Jesús García López de Lacalle
2019 J jnl
Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks.
IEEE Access
Alberto Mozo, Itai Segall, Udi Margolin, Sandra Gómez Canaval
2018 J jnl
A distributed and quiescent max-min fair algorithm for network congestion control.
Expert Syst. Appl.
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
2018 J jnl
Iterative column subset selection.
Knowl. Inf. Syst.
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
2018 J jnl
Regularized Greedy Column Subset Selection.
CoRR
Bruno Ordozgoiti Rubio, Alberto Mozo, Jesús García López de Lacalle
2018 B conf
The Mouseworld, a security traffic analysis lab based on NFV/SDN.
ARES
Antonio Pastor, Alberto Mozo, Diego R. López, Jesús Folgueira, Angeliki Kapodistria
2017 B conf
Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure.
ESANN
Bruno Ordozgoiti, Alberto Mozo, Sandra Gómez Canaval, Udi Margolin, Elisha J. Rosensweig, Itai Segall
2017 — conf
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection.
IWANN (2)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
2016 A* conf
A Fast Iterative Algorithm for Improved Unsupervised Feature Selection.
ICDM
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
2016 B conf
Can machine learning aid in delivering new use cases and scenarios in 5G?
NOMS
Teodora Sandra Buda, Haytham Assem, Lei Xu, Danny Raz, Udi Margolin, Elisha J. Rosensweig, Diego R. López, Marius Iulian Corici, Mikhail Smirnov, Robert Mullins, Olga Uryupina, Alberto Mozo, Bruno Ordozgoiti Rubio, Ángel Martín, Alaa Alloush, Pat O'Sullivan, Imen Grida Ben Yahia
2016 — conf
CogNet: A network management architecture featuring cognitive capabilities.
EuCNC
Lei Xu, Haytham Assem, Imen Grida Ben Yahia, Teodora Sandra Buda, Ángel Martín, Domenico Gallico, Matteo Biancani, Antonio Pastor, Pedro A. Aranda, Mikhail I. Smirnov, Danny Raz, Olga Uryupina, Alberto Mozo, Bruno Ordozgoiti Rubio, Marius Iulian Corici, Pat O'Sullivan, Robert Mullins
2016 — conf
Feature Ranking and Selection for Big Data Sets.
ADBIS (Short Papers and Workshops)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
2016 B conf
PSCEG: an unbiased parallel subspace clustering algorithm using exact grids.
ESANN
Bo Zhu, Alberto Mozo, Bruno Ordozgoiti
2016 B conf
Parallelized unsupervised feature selection for large-scale network traffic analysis.
ESANN
Bruno Ordozgoiti, Sandra Gómez Canaval, Alberto Mozo
2016 — conf
Spark2Fires: A New Parallel Approximate Subspace Clustering Algorithm.
ADBIS (Short Papers and Workshops)
Bo Zhu, Alberto Mozo
2016 J jnl
Using Machine Learning to Detect Noisy Neighbors in 5G Networks.
CoRR
Udi Margolin, Alberto Mozo, Bruno Ordozgoiti Rubio, Danny Raz, Elisha J. Rosensweig, Itai Segall
2015 — conf
CLUS: Parallel Subspace Clustering Algorithm on Spark.
ADBIS (Short Papers and Workshops)
Bo Zhu, Alexandru Mara, Alberto Mozo
2015 — conf
Massively Parallel Unsupervised Feature Selection on Spark.
ADBIS (Short Papers and Workshops)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
2015 — conf
NPEPE: Massive Natural Computing Engine for Optimally Solving NP-complete Problems in Big Data Scenarios.
ADBIS (Short Papers and Workshops)
Sandra Gómez Canaval, Bruno Ordozgoiti Rubio, Alberto Mozo
2015 J jnl
Node sampling using Random Centrifugal Walks.
J. Comput. Sci.
Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta
2012 A conf
Brief Announcement: Node Sampling Using Centrifugal Random Walks.
DISC
Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta
2012 B conf
Node Sampling Using Random Centrifugal Walks.
OPODIS
Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta
2012 B conf
SLBN: A Scalable Max-min Fair Algorithm for Rate-Based Explicit Congestion Control.
NCA
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
2011 B conf
B-Neck: A Distributed and Quiescent Max-Min Fair Algorithm.
NCA
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
2011 A* conf
B-neck: a distributed and quiescent max-min fair algorithm.
PODC
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
2011 J jnl
Distance-based Node Sampling using Drifting Random Walks
CoRR
Antonio Fernández Anta, Andrés Sevilla, Alberto Mozo
2011 J jnl
Performance of Scheduling Policies in Adversarial Networks with Non-synchronized Clocks.
Theory Comput. Syst.
Antonio Fernández Anta, José Luis López-Presa, M. Araceli Lorenzo, Pilar Manzano, Juan Martínez-Romo, Alberto Mozo, Christopher Thraves
2011 — conf
Testing a Cloud Provider Network for Hybrid P2P and Cloud Streaming Architectures.
IEEE CLOUD
Javier Cerviño, Pedro Rodríguez, Irena Trajkovska, Alberto Mozo, Joaquín Salvachúa
2010 B conf
Biased Selection for Building Small-World Networks.
OPODIS
Andrés Sevilla, Alberto Mozo, M. Araceli Lorenzo, José Luis López-Presa, Pilar Manzano, Antonio Fernández Anta
2008 J jnl
Scalable tag search in social network applications.
Comput. Commun.
Alberto Mozo, Joaquín Salvachúa
2007 C conf
Performance of scheduling policies in adversarial networks with non synchronized clocks.
ISCC
Juan Cespedes, Antonio Fernández, José Luis López-Presa, M. Araceli Lorenzo, Pilar Manzano, Juan Martínez-Romo, Alberto Mozo, Anna Puig-Centelles, Agustín Santos, Christopher Thraves
2006 — conf
Tag Indexed DHT for Scalable Search Infrastructure in Social NetworkApplications.
Peer-to-Peer Computing
Alberto Mozo, Joaquín Salvachúa