Publicacións en colaboración con investigadores/as de Universidad Carlos III de Madrid (210)

2024

  1. Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations

    Open Research Europe, Vol. 4

  2. Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks

    Engineering Applications of Artificial Intelligence, Vol. 133

2023

  1. A survey on machine learning for recurring concept drifting data streams

    Expert Systems with Applications, Vol. 213

  2. Studying and improving the performance of ETSI ITS contention-based forwarding (CBF) in urban and highway scenarios: S-FoT+

    Computer Networks, Vol. 233

2022

  1. A survey on road safety and traffic efficiency vehicular applications based on C-V2X technologies

    Vehicular Communications, Vol. 33

  2. AWS PredSpot: Machine learning for predicting the price of spot instances in AWS cloud

    IJIMAI, Vol. 7, Núm. 3, pp. 65-74

  3. Assessment of COVID-19’s Impact on EdTech: Case Study on an Educational Platform, Architecture and Teachers’ Experience

    Education Sciences, Vol. 12, Núm. 10

  4. Evaluation and improvement of ETSI ITS Contention-Based Forwarding (CBF) of warning messages in highway scenarios

    Vehicular Communications, Vol. 34

  5. Instance-based defense against adversarial attacks in Deep Reinforcement Learning

    Engineering Applications of Artificial Intelligence, Vol. 107

2021

  1. Convection indicator for pre-tactical air traffic flow management using neural networks

    MACHINE LEARNING WITH APPLICATIONS, Vol. 5

2020

  1. A Characterization of the COVID-19 Pandemic Impact on a Mobile Network Operator Traffic

    Proceedings of the ACM SIGCOMM Internet Measurement Conference, IMC

  2. An exploratory analysis of the implementation and use of an intelligent platform for learning in primary education

    Applied Sciences (Switzerland), Vol. 10, Núm. 3

  3. Assessment of the Effects of Digital Educational Material on Executive Function Performance

    Frontiers in Education, Vol. 5

  4. Convolution on neural networks for high-frequency trend prediction of cryptocurrency exchange rates using technical indicators

    Expert Systems with Applications, Vol. 149

  5. Digital teaching materials and their relationship with the metacognitive skills of students in primary education

    Education Sciences, Vol. 10, Núm. 4

  6. Experimental Evaluation of the ETSI DCC Adaptive Approach and Related Algorithms

    IEEE Access, Vol. 8, pp. 49798-49811

  7. GoT: Decreasing DCC queuing for CAM messages

    IEEE Communications Letters, Vol. 24, Núm. 12, pp. 2974-2978

  8. IACS-HCSP: Improved ant colony optimization for large-scale home care scheduling problems

    Expert Systems with Applications, Vol. 142

  9. Infection prediction using physiological and social data in social environments

    Information Processing and Management, Vol. 57, Núm. 3

  10. On the automated, evolutionary design of neural networks: past, present, and future

    Neural Computing and Applications, Vol. 32, Núm. 2, pp. 519-545