Belén Carro

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 23

Top Topics

Intrusion Detection

Reinforcement Learning

Top Venues

Expert Syst. Appl.

Future Gener. Comput. Syst.

Publications

Mario Villaizán-Vallelado, Matteo Salvatori, Belén Carro, Antonio Javier Sánchez-Esguevillas
Graph Neural Network contextual embedding for Deep Learning on tabular data. Neural Networks 173 (2024)
Manuel López Martín, Antonio Sánchez-Esguevillas, Juan Ignacio Arribas, Belén Carro
Contrastive Learning Over Random Fourier Features for IoT Network Intrusion Detection. IEEE Internet Things J. 10 (10) (2023)
Juan J. Marfil, Antonio Sanchez, Belén Carro
Bundling Impacts in Spanish Telecommunications Market. CoRR (2022)
R. Abadía-Heredia, Manuel López Martín, Belén Carro, Juan Ignacio Arribas, José Miguel Pérez, Soledad Le Clainche
A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures. Expert Syst. Appl. 187 (2022)
Carlos M. Casas, Belén Carro, Antonio Sánchez-Esguevillas
Low-Thrust Orbital Transfer using Dynamics-Agnostic Reinforcement Learning. CoRR (2022)
Manuel López Martín, Antonio Sánchez-Esguevillas, Juan Ignacio Arribas, Belén Carro
Supervised contrastive learning over prototype-label embeddings for network intrusion detection. Inf. Fusion 79 (2022)
Manuel López Martín, Antonio Sánchez-Esguevillas, Juan Ignacio Arribas, Belén Carro
Network Intrusion Detection Based on Extended RBF Neural Network With Offline Reinforcement Learning. IEEE Access 9 (2021)
Manuel López Martín, Antonio Sánchez-Esguevillas, Luis Hernández-Callejo, Juan Ignacio Arribas, Belén Carro
Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting. Sensors 21 (9) (2021)
Manuel López Martín, Soledad Le Clainche, Belén Carro
Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network. Expert Syst. Appl. 177 (2021)
Manuel López Martín, Belén Carro, Juan Ignacio Arribas, Antonio Sánchez-Esguevillas
Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses. Knowl. Based Syst. 219 (2021)
Manuel López Martín, Angel Nevado, Belén Carro
Detection of early stages of Alzheimer's disease based on MEG activity with a randomized convolutional neural network. Artif. Intell. Medicine 107 (2020)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas
Application of deep reinforcement learning to intrusion detection for supervised problems. Expert Syst. Appl. 141 (2020)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas
IoT type-of-traffic forecasting method based on gradient boosting neural networks. Future Gener. Comput. Syst. 105 (2020)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas
Variational data generative model for intrusion detection. Knowl. Inf. Syst. 60 (1) (2019)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas
Neural network architecture based on gradient boosting for IoT traffic prediction. Future Gener. Comput. Syst. 100 (2019)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret
Shallow neural network with kernel approximation for prediction problems in highly demanding data networks. Expert Syst. Appl. 124 (2019)
Guillermo Caminero, Manuel López Martín, Belén Carro
Adversarial environment reinforcement learning algorithm for intrusion detection. Comput. Networks 159 (2019)
Santiago Egea Gómez, Albert Rego, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret
Intelligent IoT Traffic Classification Using Novel Search Strategy for Fast-Based-Correlation Feature Selection in Industrial Environments. IEEE Internet Things J. 5 (3) (2018)
Manuel López Martín, Belén Carro, Jaime Lloret, Santiago Egea Gómez, Antonio Sánchez-Esguevillas
Deep Learning Model for Multimedia Quality of Experience Prediction Based on Network Flow Packets. IEEE Commun. Mag. 56 (9) (2018)
Javier Carbonell, Antonio Sánchez-Esguevillas, Belén Carro
Easing the assessment of emerging technologies in technology observatories. Findings about patterns of dissemination of emerging technologies on the internet. Technol. Anal. Strateg. Manag. 30 (1) (2018)
Manuel López Martín, Antonio Sánchez-Esguevillas, Belén Carro
Review of Methods to Predict Connectivity of IoT Wireless Devices. Ad Hoc Sens. Wirel. Networks 38 (1-4) (2017)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret
Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT. Sensors 17 (9) (2017)
Manuel López Martín, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret
Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things. IEEE Access 5 (2017)
Luis Hernández, Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret, Joaquim Massana
A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings. IEEE Commun. Surv. Tutorials 16 (3) (2014)
Borja de la Cuesta Diego, Lorena Albiol, Javier M. Aguiar, Carlos Baladrón Zorita, Belén Carro, Antonio Sánchez-Esguevillas
Innovative DAMA algorithm for multimedia DVB-RCS system. EURASIP J. Wirel. Commun. Netw. 2013 (2013)
Alejandro Cadenas, Carlos Baladrón Zorita, Javier M. Aguiar Pérez, Belén Carro, Antonio Sánchez-Esguevillas
Intelligent context retrieval and management for services in the Internet of Things. Int. J. Ad Hoc Ubiquitous Comput. 13 (3/4) (2013)
Luis Hernández, Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Jaime Lloret, David Chinarro, Jorge J. Gómez-Sanz, Diane J. Cook
A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants. IEEE Commun. Mag. 51 (1) (2013)
Antonio Sánchez-Esguevillas, Belén Carro, Gonzalo Camarillo, Yi-Bing Lin, Miguel A. Garcia-Martin, Lajos Hanzo
IMS: The New Generation of Internet-Protocol-Based Multimedia Services. Proc. IEEE 101 (8) (2013)
Jorge Fernández, Lorena Calavia, Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Jesús A. Alonso-López, Zeev Smilansky
An Intelligent Surveillance Platform for Large Metropolitan Areas with Dense Sensor Deployment. Sensors 13 (6) (2013)
Carlos Baladrón Zorita, María I. Jiménez, Javier M. Aguiar Pérez, Belén Carro, Antonio Sánchez-Esguevillas
Improving teaching in engineering education: adjunct enterprise professors programme. J. Intell. Manuf. 24 (3) (2013)
Belén Carro, Antonio Sánchez-Esguevillas, Fernando Martin
Telecommunications technologies for energy efficiency supported by future networks. IEEE Commun. Mag. 50 (7) (2012)
Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Lorena Calavia, Alejandro Cadenas, Antonio Sánchez-Esguevillas
Framework for intelligent service adaptation to user's context in next generation networks. IEEE Commun. Mag. 50 (3) (2012)
Luis Hernández, Carlos Baladrón, Javier M. Aguiar, Lorena Calavia, Belén Carro, Antonio Sánchez-Esguevillas, Diane J. Cook, David Chinarro, Jorge J. Gómez-Sanz
A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework. Sensors 12 (9) (2012)
Lorena Calavia, Carlos Baladrón, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas
A Semantic Autonomous Video Surveillance System for Dense Camera Networks in Smart Cities. Sensors 12 (8) (2012)
Carlos Baladrón Zorita, Javier M. Aguiar, Lorena Calavia, Belén Carro, Antonio Sánchez-Esguevillas, Alejandro Cadenas
User-oriented environment for management of convergent services. IEEE Commun. Mag. 50 (11) (2012)
Carlos Baladrón, Javier M. Aguiar, Lorena Calavia, Belén Carro, Antonio Sánchez-Esguevillas, Luis Hernández
Performance Study of the Application of Artificial Neural Networks to the Completion and Prediction of Data Retrieved by Underwater Sensors. Sensors 12 (2) (2012)
Víctor Martínez-Martínez, Carlos Baladrón, Jaime Gómez Gil, Gonzalo Ruiz-Ruiz, Luis Manuel Navas, Javier M. Aguiar, Belén Carro
Temperature and Relative Humidity Estimation and Prediction in the Tobacco Drying Process Using Artificial Neural Networks. Sensors 12 (10) (2012)
Lorena Calavia, Carlos Baladrón Zorita, Javier Manuel Aguiar Pérez, Belén Carro, Antonio Sánchez-Esguevillas
QoS Traffic Mapping between WiMAX and DiffServ Networks. Netw. Protoc. Algorithms 3 (3) (2011)
Carlos Baladrón Zorita, Alejandro Cadenas, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas
Multi-Level Context Management and Inference Framework for Smart Telecommunication Services. J. Univers. Comput. Sci. 16 (15) (2010)
Carlos Baladrón Zorita, Javier M. Aguiar, Javier Gobernado, Belén Carro, Antonio Sánchez-Esguevillas
User-driven context aware creation and execution of home care applications. Ann. des Télécommunications 65 (9-10) (2010)
Javier Gobernado, Carlos Baladrón Zorita, Javier M. Aguiar, Alejandro Cadenas, Belén Carro, Antonio Sánchez-Esguevillas
Management of service sessions in an NGN-SOA execution environment [Next-Generation Telco IT Architectures]. IEEE Commun. Mag. 48 (8) (2010)
Alejandro Cadenas, Antonio Sánchez-Esguevillas, Belén Carro
Deployment of contextual corporate telco services based on protocol adaptation in the NGN environment. IEEE Commun. Mag. 48 (4) (2010)
Antonio Sánchez-Esguevillas, Belén Carro, B. Wei, W. Feng
Guest editorial. IEEE Netw. 23 (6) (2009)
Antonio Sánchez-Esguevillas, José Jimenez, Belén Carro, Heinz Brüggemann, Peter Herrmann, Ken Young
Telecommunication solutions for European leadership in telecommunications [Very Large Projects]. IEEE Commun. Mag. 47 (3) (2009)
Mark S. Ackerman, Tao Dong, Scott Gifford, Jungwoo Kim, Mark W. Newman, Atul Prakash, Sarah Qidwai, David García, Paulo Villegas, Alejandro Cadenas, Antonio Sánchez-Esguevillas, Javier M. Aguiar, Belén Carro, Sean Mailander, Ronald Schroeter, Marcus Foth, Amiya Bhattacharya, Partha Dasgupta
Location-Aware Computing, Virtual Networks. IEEE Pervasive Comput. 8 (4) (2009)
Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Laurent-Walter Goix, Alberto León Martín, Paolo Falcarin, Jürgen Sienel
User-Centric Future Internet and Telecommunication Services. Future Internet Assembly (2009)
Antonio Sánchez-Esguevillas, Belén Carro, Fernando Martin
Future information and communication technologies [Very Large Projects]. IEEE Commun. Mag. 47 (11) (2009)
Antonio Sánchez-Esguevillas, Belén Carro, Stefan Wesner
Telco services for end customers: European Perspective. IEEE Commun. Mag. 46 (2) (2008)
Ken Young, Antonio Sánchez-Esguevillas, Belén Carro, Pedro Romo, Carolina Pinart
Telco services for end customers within Spanish programmes. IEEE Commun. Mag. 46 (6) (2008)
Ricardo Castellot Lou, Antonio Sánchez-Esguevillas, Borja de la Cuesta Diego, Belén Carro, Linghang Fan, Zhili Sun
IPv6 networks over DVB-RCS satellite systems. Int. J. Satell. Commun. Netw. 26 (1) (2008)
Carlos Baladrón Zorita, Javier M. Aguiar, Belén Carro, Antonio Sánchez-Esguevillas, Matthias Baldauf, Peter Fröhlich, Przemyslaw Musialski, Paolo Falcarin, Oscar Rodriguez Rocha, Luca Costabello, Laurent-Walter Goix, Alejandro Cadenas, Federica Paganelli, David Parlanti, Dino Giuli, Maria da Graça Campos Pimentel, Renan G. Cattelan, Erick Lazaro Melo, César A. C. Teixeira, Claudia Raibulet
Integrating User-Generated Content and Pervasive Communications. IEEE Pervasive Comput. 7 (4) (2008)
Zhili Sun, Dan He, Haitham S. Cruickshank, Lei Liang, Antonio Sánchez-Esguevillas, Carlos Miguel, Vincenzo Schena, Clementina Tocci, Belén Carro
Scalable architecture and evaluation for multiparty conferencing over satellite links. IEEE J. Sel. Areas Commun. 22 (3) (2004)
Haitham S. Cruickshank, Antonio Sánchez-Esguevillas, Zhili Sun, Belén Carro
Voice over IP over satellite links. ICECS (2001)
Belén Carro, Hung Nguyen Chan, Antonio Sánchez-Esguevillas, Judith Redoli Granados, Rafael Mompó Gómez
Link-level effect of a noisy channel over data transmission on the return path of an HFC network. GLOBECOM (2001)
María Jesús Verdú, Luisa M. Regueras, L. A. Asturias, Belén Carro, Rafael Mompó Gómez
An Internetworking Proposal for Industrial Estates: HFC Networks as Access Solution for SMEs. ICC (2) (2000)
María Ángeles Pérez, María Jesús Verdú, F. Hernández, Blanca Rodríguez, Belén Carro, María Agustina Navazo, Judith Redoli Granados, Rafael Mompó Gómez, Jaoquín Gracía, Ricardo López
Distance Education and Long-Life Learning. Teleteaching (1998)