Belén Carro

Orcid: 0000-0001-7051-8479

According to our database1, Belén Carro authored at least 63 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Graph Neural Network contextual embedding for Deep Learning on tabular data.
Neural Networks, 2024

2023
Contrastive Learning Over Random Fourier Features for IoT Network Intrusion Detection.
IEEE Internet Things J., May, 2023

2022
Supervised contrastive learning over prototype-label embeddings for network intrusion detection.
Inf. Fusion, 2022

A predictive hybrid reduced order model based on proper orthogonal decomposition combined with deep learning architectures.
Expert Syst. Appl., 2022

Bundling Impacts in Spanish Telecommunications Market.
CoRR, 2022

Low-Thrust Orbital Transfer using Dynamics-Agnostic Reinforcement Learning.
CoRR, 2022

2021
Additive Ensemble Neural Network with Constrained Weighted Quantile Loss for Probabilistic Electric-Load Forecasting.
Sensors, 2021

Network intrusion detection with a novel hierarchy of distances between embeddings of hash IP addresses.
Knowl. Based Syst., 2021

Model-free short-term fluid dynamics estimator with a deep 3D-convolutional neural network.
Expert Syst. Appl., 2021

Network Intrusion Detection Based on Extended RBF Neural Network With Offline Reinforcement Learning.
IEEE Access, 2021

2020
IoT type-of-traffic forecasting method based on gradient boosting neural networks.
Future Gener. Comput. Syst., 2020

Application of deep reinforcement learning to intrusion detection for supervised problems.
Expert Syst. Appl., 2020

Detection of early stages of Alzheimer's disease based on MEG activity with a randomized convolutional neural network.
Artif. Intell. Medicine, 2020

2019
Variational data generative model for intrusion detection.
Knowl. Inf. Syst., 2019

Exploratory study on Class Imbalance and solutions for Network Traffic Classification.
Neurocomputing, 2019

Neural network architecture based on gradient boosting for IoT traffic prediction.
Future Gener. Comput. Syst., 2019

Shallow neural network with kernel approximation for prediction problems in highly demanding data networks.
Expert Syst. Appl., 2019

Adversarial environment reinforcement learning algorithm for intrusion detection.
Comput. Networks, 2019

2018
Easing the assessment of emerging technologies in technology observatories. Findings about patterns of dissemination of emerging technologies on the internet.
Technol. Anal. Strateg. Manag., 2018

Intelligent IoT Traffic Classification Using Novel Search Strategy for Fast-Based-Correlation Feature Selection in Industrial Environments.
IEEE Internet Things J., 2018

Deep Learning Model for Multimedia Quality of Experience Prediction Based on Network Flow Packets.
IEEE Commun. Mag., 2018

2017
Conditional Variational Autoencoder for Prediction and Feature Recovery Applied to Intrusion Detection in IoT.
Sensors, 2017

Ensemble network traffic classification: Algorithm comparison and novel ensemble scheme proposal.
Comput. Networks, 2017

Review of Methods to Predict Connectivity of IoT Wireless Devices.
Ad Hoc Sens. Wirel. Networks, 2017

Network Traffic Classifier With Convolutional and Recurrent Neural Networks for Internet of Things.
IEEE Access, 2017

2014
A Survey on Electric Power Demand Forecasting: Future Trends in Smart Grids, Microgrids and Smart Buildings.
IEEE Commun. Surv. Tutorials, 2014

2013
An Intelligent Surveillance Platform for Large Metropolitan Areas with Dense Sensor Deployment.
Sensors, 2013

IMS: The New Generation of Internet-Protocol-Based Multimedia Services.
Proc. IEEE, 2013

Improving teaching in engineering education: adjunct enterprise professors programme.
J. Intell. Manuf., 2013

Intelligent context retrieval and management for services in the Internet of Things.
Int. J. Ad Hoc Ubiquitous Comput., 2013

Innovative DAMA algorithm for multimedia DVB-RCS system.
EURASIP J. Wirel. Commun. Netw., 2013

A multi-agent system architecture for smart grid management and forecasting of energy demand in virtual power plants.
IEEE Commun. Mag., 2013

2012
Temperature and Relative Humidity Estimation and Prediction in the Tobacco Drying Process Using Artificial Neural Networks.
Sensors, 2012

A Study of the Relationship between Weather Variables and Electric Power Demand inside a Smart Grid/Smart World Framework.
Sensors, 2012

A Semantic Autonomous Video Surveillance System for Dense Camera Networks in Smart Cities.
Sensors, 2012

Performance Study of the Application of Artificial Neural Networks to the Completion and Prediction of Data Retrieved by Underwater Sensors.
Sensors, 2012

Automatic UMTS system resource dimensioning based on service traffic analysis.
EURASIP J. Wirel. Commun. Netw., 2012

User-oriented environment for management of convergent services.
IEEE Commun. Mag., 2012

Framework for intelligent service adaptation to user's context in next generation networks.
IEEE Commun. Mag., 2012

Telecommunications technologies for energy efficiency supported by future networks.
IEEE Commun. Mag., 2012

A Method for the Detection of QoS Degradation in UMTS Networks.
Proceedings of the 21st International Conference on Computer Communications and Networks, 2012

2011
QoS Traffic Mapping between WiMAX and DiffServ Networks.
Netw. Protoc. Algorithms, 2011

2010
Multi-Level Context Management and Inference Framework for Smart Telecommunication Services.
J. Univers. Comput. Sci., 2010

Management of service sessions in an NGN-SOA execution environment [Next-Generation Telco IT Architectures].
IEEE Commun. Mag., 2010

Deployment of contextual corporate telco services based on protocol adaptation in the NGN environment.
IEEE Commun. Mag., 2010

User-driven context aware creation and execution of home care applications.
Ann. des Télécommunications, 2010

2009
Location-Aware Computing, Virtual Networks.
IEEE Pervasive Comput., 2009

Guest editorial.
IEEE Netw., 2009

Future information and communication technologies [Very Large Projects].
IEEE Commun. Mag., 2009

Telecommunication solutions for European leadership in telecommunications [Very Large Projects].
IEEE Commun. Mag., 2009

OPUCE: A telco-driven service mash-up approach.
Bell Labs Tech. J., 2009

User-Centric Future Internet and Telecommunication Services.
Proceedings of the Towards the Future Internet - A European Research Perspective, 2009

2008
Integrating User-Generated Content and Pervasive Communications.
IEEE Pervasive Comput., 2008

IPv6 networks over DVB-RCS satellite systems.
Int. J. Satell. Commun. Netw., 2008

Telco services for end customers within Spanish programmes.
IEEE Commun. Mag., 2008

Telco services for end customers: European Perspective.
IEEE Commun. Mag., 2008

2004
Scalable architecture and evaluation for multiparty conferencing over satellite links.
IEEE J. Sel. Areas Commun., 2004

2002
Integrated Multi-purposed Testbed to Characterize the Performance of Internet Access over Hybrid Fiber Coaxial Access Networks.
Proceedings of the NETWORKING 2002, 2002

2001
Voice over IP over satellite links.
Proceedings of the 2001 8th IEEE International Conference on Electronics, 2001

Link-level effect of a noisy channel over data transmission on the return path of an HFC network.
Proceedings of the Global Telecommunications Conference, 2001

2000
Flexible COM-based Software Solution for HFC Network Performance Monitoring.
Proceedings of the Telecommunication Network Intelligence, 2000

An Internetworking Proposal for Industrial Estates: HFC Networks as Access Solution for SMEs.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1998
Distance Education and Long-Life Learning.
Proceedings of the Teleteaching '98 - Distance Learning, 1998


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