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Books and Theses
- 2004
[b1]Alberto Mozo Velasco:
Contribución a la distribución de contenidos multimedia sobre redes peer-to-peer. Technical University of Madrid, Spain, 2004
Journal Articles
- 2024
- [j19]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): 1541-1569 (2024) - [j18]Silvia Martín-Suazo, Jesús Morón-López, Stanislav Vakaruk, Amit Karamchandani, Juan Antonio Pascual Aguilar, Alberto Mozo, Sandra Gómez Canaval, Meritxell Vinyals, Juan Manuel Ortiz:
Deep learning methods for multi-horizon long-term forecasting of Harmful Algal Blooms. Knowl. Based Syst. 301: 112279 (2024) - [j17]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): 10297-10338 (2024) - 2023
- [j16]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: 2968-2980 (2023) - [j15]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): 26139-26204 (2023) - [j14]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): 128-134 (2023) - [j13]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): 10123-10145 (2023) - [j12]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): 3516 (2023) - 2022
- [j11]Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera:
Improving the quality of generative models through Smirnov transformation. Inf. Sci. 609: 1539-1566 (2022) - [j10]Alberto Mozo, Amit Karamchandani, Sandra Gómez Canaval, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor:
B5GEMINI: AI-Driven Network Digital Twin. Sensors 22(11): 4106 (2022) - 2021
- [j9]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): 102-108 (2021) - 2020
- [j8]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: 158036-158055 (2020) - 2019
- [j7]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: 179779-179798 (2019) - [j6]Bruno Ordozgoiti, Alberto Mozo, Jesús García López de Lacalle:
Regularized greedy column subset selection. Inf. Sci. 486: 393-418 (2019) - 2018
- [j5]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: 492-512 (2018) - [j4]Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo:
Iterative column subset selection. Knowl. Inf. Syst. 54(1): 65-94 (2018) - 2015
- [j3]Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta:
Node sampling using Random Centrifugal Walks. J. Comput. Sci. 11: 34-45 (2015) - 2011
- [j2]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): 1-22 (2011) - 2008
- [j1]Alberto Mozo, Joaquín Salvachúa:
Scalable tag search in social network applications. Comput. Commun. 31(3): 423-436 (2008)
Conference and Workshop Papers
- 2024
- [c29]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: 1-7 - 2023
- [c28]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: 735-740 - 2022
- [c27]Alberto Mozo, Amit Karamchandani, Mario Sanz Rodrigo, José Ignacio Moreno, Antonio Pastor:
B5GEMINI: Digital Twin Network for 5G and Beyond. NOMS 2022: 1-6 - [c26]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: 567-572 - 2021
- [c25]Stanislav Vakaruk, Alberto Mozo, Antonio Pastor, Diego R. López:
A Digital Twin Network for Security Training in 5G Industrial Environments. DTPI 2021: 395-398 - [c24]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: 377-382 - 2018
- [c23]Antonio Pastor, Alberto Mozo, Diego R. López, Jesús Folgueira, Angeliki Kapodistria:
The Mouseworld, a security traffic analysis lab based on NFV/SDN. ARES 2018: 57:1-57:6 - 2017
- [c22]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 - [c21]Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo:
Probabilistic Leverage Scores for Parallelized Unsupervised Feature Selection. IWANN (2) 2017: 722-733 - 2016
- [c20]Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo:
Feature Ranking and Selection for Big Data Sets. ADBIS (Short Papers and Workshops) 2016: 128-136 - [c19]Bo Zhu, Alberto Mozo:
Spark2Fires: A New Parallel Approximate Subspace Clustering Algorithm. ADBIS (Short Papers and Workshops) 2016: 147-154 - [c18]Bruno Ordozgoiti, Sandra Gómez Canaval, Alberto Mozo:
Parallelized unsupervised feature selection for large-scale network traffic analysis. ESANN 2016 - [c17]Bo Zhu, Alberto Mozo, Bruno Ordozgoiti:
PSCEG: an unbiased parallel subspace clustering algorithm using exact grids. ESANN 2016 - [c16]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: 325-329 - [c15]Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo:
A Fast Iterative Algorithm for Improved Unsupervised Feature Selection. ICDM 2016: 390-399 - [c14]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: 1279-1284 - 2015
- [c13]Bo Zhu, Alexandru Mara, Alberto Mozo:
CLUS: Parallel Subspace Clustering Algorithm on Spark. ADBIS (Short Papers and Workshops) 2015: 175-185 - [c12]Bruno Ordozgoiti Rubio, Sandra Gómez Canaval, Alberto Mozo:
Massively Parallel Unsupervised Feature Selection on Spark. ADBIS (Short Papers and Workshops) 2015: 186-196 - [c11]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: 207-217 - 2012
- [c10]Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta:
SLBN: A Scalable Max-min Fair Algorithm for Rate-Based Explicit Congestion Control. NCA 2012: 212-219 - [c9]Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta:
Node Sampling Using Random Centrifugal Walks. OPODIS 2012: 300-314 - [c8]Andrés Sevilla, Alberto Mozo, Antonio Fernández Anta:
Brief Announcement: Node Sampling Using Centrifugal Random Walks. DISC 2012: 419-420 - 2011
- [c7]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: 356-363 - [c6]Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta:
B-Neck: A Distributed and Quiescent Max-Min Fair Algorithm. NCA 2011: 17-24 - [c5]Alberto Mozo, José Luis López-Presa, Antonio Fernández Anta:
B-neck: a distributed and quiescent max-min fair algorithm. PODC 2011: 217-218 - 2010
- [c4]Irena Trajkovska, Joaquin Salvachua Rodriguez, Alberto Mozo Velasco:
A novel P2P and cloud computing hybrid architecture for multimedia streaming with QoS cost functions. ACM Multimedia 2010: 1227-1230 - [c3]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: 32-47 - 2007
- [c2]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: 1071-1078 - 2006
- [c1]Alberto Mozo, Joaquín Salvachúa:
Tag Indexed DHT for Scalable Search Infrastructure in Social NetworkApplications. Peer-to-Peer Computing 2006: 77-78
Parts in Books or Collections
- 2022
- [p1]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:
A Framework for Big Data Sovereignty: The European Industrial Data Space (EIDS). Data Spaces 2022: 201-226
Informal and Other Publications
- 2022
- [i7]Edgar Talavera, Guillermo Iglesias, Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval:
Data Augmentation techniques in time series domain: A survey and taxonomy. CoRR abs/2206.13508 (2022) - [i6]Ángel González-Prieto, Alberto Mozo, Edgar Talavera, Sandra Gómez Canaval:
Dynamics of Fourier Modes in Torus Generative Adversarial Networks. CoRR abs/2209.01842 (2022) - 2021
- [i5]Alberto Mozo, Ángel González-Prieto, Antonio Pastor Perales, Sandra Gómez Canaval, Edgar Talavera:
Synthetic flow-based cryptomining attack generation through Generative Adversarial Networks. CoRR abs/2107.14776 (2021) - [i4]Ángel González-Prieto, Alberto Mozo, Sandra Gómez Canaval, Edgar Talavera:
Improving the quality of generative models through Smirnov transformation. CoRR abs/2110.15914 (2021) - 2018
- [i3]Bruno Ordozgoiti Rubio, Alberto Mozo, Jesús García López de Lacalle:
Regularized Greedy Column Subset Selection. CoRR abs/1804.04421 (2018) - 2016
- [i2]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 abs/1610.07419 (2016) - 2011
- [i1]Antonio Fernández Anta, Andrés Sevilla, Alberto Mozo:
Distance-based Node Sampling using Drifting Random Walks. CoRR abs/1107.1089 (2011)
Coauthor Index
aka: Antonio Fernández Anta
aka: Antonio Pastor Perales
aka: Bruno Ordozgoiti
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