Publications by the researcher in collaboration with José María Cecilia Canales (51)

2023

  1. Data-driven evaluation of machine learning models for climate control in operational smart greenhouses

    Journal of Ambient Intelligence and Smart Environments, Vol. 15, Núm. 1, pp. 3-17

  2. Estimation of Chl-a in highly anthropized environments using machine learning and remote sensing

    2023 19th International Conference on Intelligent Environments, IE 2023 - Proceedings

  3. Evaluation of low-power devices for smart greenhouse development

    Journal of Supercomputing, Vol. 79, Núm. 9, pp. 10277-10299

  4. Evaluation of synthetic data generation for intelligent climate control in greenhouses

    Applied Intelligence, Vol. 53, Núm. 21, pp. 24765-24781

  5. SEPARATE: A tightly coupled, seamless IoT infrastructure for deploying AI algorithms in smart agriculture environments

    Internet of Things (Netherlands), Vol. 22

2022

  1. Evaporation Forecasting through Interpretable Data Analysis Techniques

    Electronics (Switzerland), Vol. 11, Núm. 4

2021

  1. A high-performance IoT solution to reduce frost damages in stone fruits

    Concurrency and Computation: Practice and Experience

  2. Covidsensing: Social sensing strategy for the management of the covid-19 crisis

    Electronics (Switzerland), Vol. 10, Núm. 24

  3. Evaluation of clustering algorithms on hpc platforms

    Mathematics, Vol. 9, Núm. 17

  4. Improving prediction of COVID-19 evolution by fusing epidemiological and mobility data

    Scientific Reports, Vol. 11, Núm. 1

  5. METADOCK 2: a high-throughput parallel metaheuristic scheme for molecular docking

    Bioinformatics, Vol. 37, Núm. 11, pp. 1515-1520

  6. Performance evaluation of edge-computing platforms for the prediction of low temperatures in agriculture using deep learning

    Journal of Supercomputing, Vol. 77, Núm. 1, pp. 818-840

2020

  1. A decision support system for water optimization in anti-frost techniques by sprinklers

    Sensors (Switzerland), Vol. 20, Núm. 24, pp. 1-15

  2. A deep learning model to predict lower temperatures in agriculture

    Journal of Ambient Intelligence and Smart Environments, Vol. 12, Núm. 1, pp. 21-34

  3. High-throughput fuzzy clustering on heterogeneous architectures

    Future Generation Computer Systems, Vol. 106, pp. 401-411

  4. Offloading strategies for Stencil kernels on the KNC Xeon Phi architecture: Accuracy versus performance

    International Journal of High Performance Computing Applications, Vol. 34, Núm. 2, pp. 199-207

  5. QN-Docking: An innovative molecular docking methodology based on Q-Networks

    Applied Soft Computing Journal, Vol. 96

  6. Re-engineering the ant colony optimization for CMP architectures

    Journal of Supercomputing, Vol. 76, Núm. 6, pp. 4581-4602

  7. Sound levels forecasting in an acoustic sensor network using a deep neural network

    Sensors (Switzerland), Vol. 20, Núm. 3

2018

  1. Accelerating drugs discovery with deep reinforcement learning: An early approach

    ACM International Conference Proceeding Series