Alberto Mozo

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 41

Top Topics

Traffic Analysis

Unsupervised Feature Selection

Subspace Clustering

Top Venues

ADBIS (Short Papers and Workshops)

Publications

Alberto Mozo, Stanislav Vakaruk, Jesús Enrique Sierra-García, Antonio Pastor
Anticipatory analysis of AGV trajectory in a 5G network using machine learning. J. Intell. Manuf. 35 (4) (2024)
Amit Karamchandani, Mario Sanz Rodrigo, Ángela Burgaleta, Luis De La Cal, Alberto Mozo, José Ignacio Moreno, Antonio Pastor, Diego R. López
Design of an AI-driven Network Digital Twin for advanced 5G-6G network management. NOMS (2024)
Amit Karamchandani, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
A methodological framework for optimizing the energy consumption of deep neural networks: a case study of a cyber threat detector. Neural Comput. Appl. 36 (17) (2024)
Stanislav Vakaruk, Amit Karamchandani, Jesús Enrique Sierra-García, Alberto Mozo, Sandra Gómez Canaval, Antonio Pastor
Transformers for Multi-Horizon Forecasting in an Industry 4.0 Use Case. Sensors 23 (7) (2023)
Ricard Vilalta, Lluís Gifre, Ramon Casellas, Raul Muñoz, Ricardo Martínez, Alberto Mozo, Antonio Pastor, Diego R. López, Juan Pedro Fernández-Palacios
Applying Digital Twins to Optical Networks with Cloud-Native SDN Controllers. IEEE Commun. Mag. 61 (12) (2023)
Guillermo Iglesias, Edgar Talavera, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
Data Augmentation techniques in time series domain: a survey and taxonomy. Neural Comput. Appl. 35 (14) (2023)
Diego Rivera, José Ignacio Moreno, Mario Sanz Rodrigo, Diego R. López, Alberto Mozo
Providing Heterogeneous Signaling and User Traffic for 5G Core Network Functional Testing. IEEE Access 11 (2023)
Amit Karamchandani, Alberto Mozo, Stanislav Vakaruk, Sandra Gómez Canaval, Jesús Enrique Sierra-García, Antonio Pastor
Using N-BEATS ensembles to predict automated guided vehicle deviation. Appl. Intell. 53 (21) (2023)
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
ACROSS: Automated zero-touch cross-layer provisioning framework for 5G and beyond vertical services. EuCNC/6G Summit (2023)
Alberto Mozo, Amit Karamchandani, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor
B5GEMINI: Digital Twin Network for 5G and Beyond. NOMS (2022)
Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera
Improving the quality of generative models through Smirnov transformation. Inf. Sci. 609 (2022)
Edgar Talavera, Guillermo Iglesias, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval
Data Augmentation techniques in time series domain: A survey and taxonomy. CoRR (2022)
Ángel González-Prieto, Alberto Mozo, Edgar Talavera, Sandra Gómez Canaval
Dynamics of Fourier Modes in Torus Generative Adversarial Networks. CoRR (2022)
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
A Digital Twin for the 5G Era: the SPIDER Cyber Range. WoWMoM (2022)
Alberto Mozo, Amit Karamchandani, Sandra Gómez Canaval, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor
B5GEMINI: AI-Driven Network Digital Twin. Sensors 22 (11) (2022)
Stanislav Vakaruk, Alberto Mozo, Antonio Pastor, Diego R. López
A Digital Twin Network for Security Training in 5G Industrial Environments. DTPI (2021)
Stanislav Vakaruk, Jesús Enrique Sierra-García, Alberto Mozo, Antonio Pastor
Forecasting Automated Guided Vehicle Malfunctioning with Deep Learning in a 5G-Based Industry 4.0 Scenario. IEEE Commun. Mag. 59 (11) (2021)
Alberto Mozo, Ángel González-Prieto, Antonio Pastor Perales, Sandra Gómez Canaval, Edgar Talavera
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks. CoRR (2021)
Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera
Improving the quality of generative models through Smirnov transformation. CoRR (2021)
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
TeraFlow: Secured Autonomic Traffic Management for a Tera of SDN flows. EuCNC/6G Summit (2021)
Antonio Pastor, Alberto Mozo, Stanislav Vakaruk, Daniele Canavese, Diego R. López, Leonardo Regano, Sandra Gómez Canaval, Antonio Lioy
Detection of Encrypted Cryptomining Malware Connections With Machine and Deep Learning. IEEE Access 8 (2020)
Alberto Mozo, Itai Segall, Udi Margolin, Sandra Gómez Canaval
Scalable Prediction of Service-Level Events in Datacenter Infrastructure Using Deep Neural Networks. IEEE Access 7 (2019)
Bruno Ordozgoiti, Alberto Mozo, Jesús García López de Lacalle
Regularized greedy column subset selection. Inf. Sci. 486 (2019)
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
A distributed and quiescent max-min fair algorithm for network congestion control. Expert Syst. Appl. 91 (2018)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Iterative column subset selection. Knowl. Inf. Syst. 54 (1) (2018)
Bruno Ordozgoiti Rubio, Alberto Mozo, Jesús García López de Lacalle
Regularized Greedy Column Subset Selection. CoRR (2018)
Antonio Pastor, Alberto Mozo, Diego R. López, Jesús Folgueira, Angeliki Kapodistria
The Mouseworld, a security traffic analysis lab based on NFV/SDN. ARES (2018)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection. IWANN (2) (2017)
Bruno Ordozgoiti, Alberto Mozo, Sandra Gómez Canaval, Udi Margolin, Elisha J. Rosensweig, Itai Segall
Deep convolutional neural networks for detecting noisy neighbours in cloud infrastructure. ESANN (2017)
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
CogNet: A network management architecture featuring cognitive capabilities. EuCNC (2016)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Feature Ranking and Selection for Big Data Sets. ADBIS (Short Papers and Workshops) (2016)
Udi Margolin, Alberto Mozo, Bruno Ordozgoiti Rubio, Danny Raz, Elisha J. Rosensweig, Itai Segall
Using Machine Learning to Detect Noisy Neighbors in 5G Networks. CoRR (2016)
Bruno Ordozgoiti, Sandra Gómez Canaval, Alberto Mozo
Parallelized unsupervised feature selection for large-scale network traffic analysis. ESANN (2016)
Bo Zhu, Alberto Mozo
Spark2Fires: A New Parallel Approximate Subspace Clustering Algorithm. ADBIS (Short Papers and Workshops) (2016)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
A Fast Iterative Algorithm for Improved Unsupervised Feature Selection. ICDM (2016)
Bo Zhu, Alberto Mozo, Bruno Ordozgoiti
PSCEG: an unbiased parallel subspace clustering algorithm using exact grids. ESANN (2016)
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
Can machine learning aid in delivering new use cases and scenarios in 5G? NOMS (2016)
Sandra Gómez Canaval, Bruno Ordozgoiti Rubio, Alberto Mozo
NPEPE: Massive Natural Computing Engine for Optimally Solving NP-complete Problems in Big Data Scenarios. ADBIS (Short Papers and Workshops) (2015)
Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo
Massively Parallel Unsupervised Feature Selection on Spark. ADBIS (Short Papers and Workshops) (2015)
Bo Zhu, Alexandru Mara, Alberto Mozo
CLUS: Parallel Subspace Clustering Algorithm on Spark. ADBIS (Short Papers and Workshops) (2015)
Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta
Node sampling using Random Centrifugal Walks. J. Comput. Sci. 11 (2015)
Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta
Brief Announcement: Node Sampling Using Centrifugal Random Walks. DISC (2012)
Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta
Node Sampling Using Random Centrifugal Walks. OPODIS (2012)
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
SLBN: A Scalable Max-min Fair Algorithm for Rate-Based Explicit Congestion Control. NCA (2012)
Antonio Fernández Anta, José Luis López-Presa, M. Araceli Lorenzo, Pilar Manzano, Juan Martínez-Romo, Alberto Mozo, Christopher Thraves
Performance of Scheduling Policies in Adversarial Networks with Non-synchronized Clocks. Theory Comput. Syst. 48 (1) (2011)
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
B-Neck: A Distributed and Quiescent Max-Min Fair Algorithm. NCA (2011)
Javier Cerviño, Pedro Rodríguez, Irena Trajkovska, Alberto Mozo, Joaquín Salvachúa
Testing a Cloud Provider Network for Hybrid P2P and Cloud Streaming Architectures. IEEE CLOUD (2011)
Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta
B-neck: a distributed and quiescent max-min fair algorithm. PODC (2011)
Antonio Fernández Anta, Andrés Sevilla, Alberto Mozo
Distance-based Node Sampling using Drifting Random Walks CoRR (2011)
Andrés Sevilla, Alberto Mozo, M. Araceli Lorenzo, José Luis López-Presa, Pilar Manzano, Antonio Fernández Anta
Biased Selection for Building Small-World Networks. OPODIS (2010)
Alberto Mozo, Joaquín Salvachúa
Scalable tag search in social network applications. Comput. Commun. 31 (3) (2008)
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
Performance of scheduling policies in adversarial networks with non synchronized clocks. ISCC (2007)
Alberto Mozo, Joaquín Salvachúa
Tag Indexed DHT for Scalable Search Infrastructure in Social NetworkApplications. Peer-to-Peer Computing (2006)