Publications (131) Publications de María Dolores Rodríguez Moreno

2024

  1. An Autonomous Distributed Coordination Strategy for Sustainable Consumption in a Microgrid Based on a Bio-Inspired Approach

    Energies, Vol. 17, Núm. 3

  2. An integrated model with interdependent water storage for optimal resource management in Energy–Water–Food Nexus

    Journal of Cleaner Production, Vol. 462

  3. Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks

    Expert Systems with Applications, Vol. 240

  4. Improving ED admissions forecasting by using generative AI: An approach based on DGAN

    Computer Methods and Programs in Biomedicine, Vol. 256

  5. Multi-Agent Temporal Task Solving and Plan Optimization

    Proceedings International Conference on Automated Planning and Scheduling, ICAPS

2023

  1. A Bioinspired Emergent Control for Smart Grids

    IEEE Access, Vol. 11, pp. 7503-7520

  2. Analysis of the Behavior Pattern of Energy Consumption through Online Clustering Techniques

    Energies, Vol. 16, Núm. 4

  3. Breaking CaptchaStar Using the BASECASS Methodology

    ACM Transactions on Internet Technology, Vol. 23, Núm. 1

  4. Deep reinforcement learning approaches for the hydro-thermal economic dispatch problem considering the uncertainties of the context

    Sustainable Energy, Grids and Networks, Vol. 35

  5. Heterogeneous Wireless Sensor Networks Enabled Situational Awareness Enhancement for Armed Forces Operating in an Urban Environment

    2023 Communication and Information Technologies, KIT 2023 - 12th International Scientific Conference, Proceedings

  6. Integral AI-based planning for management of WSNs in military operations

    Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

  7. Machine learning methods for predicting the admissions and hospitalisations in the emergency department of a civil and military hospital

    Journal of Intelligent Information Systems, Vol. 61, Núm. 3, pp. 881-900

  8. OGATE: A framework for autonomous controllers assessment

    Robotics and Autonomous Systems, Vol. 161

  9. Proposing new path-planning metrics for operating rovers on Mars

    Scientific Reports, Vol. 13, Núm. 1

  10. Short-Term Load Forecasting using Conditionally Restricted Boltzman Machine Optimized by Modified Grasshopper Optimization Algorithm

    2023 IEEE Power and Energy Society Innovative Smart Grid Technologies Conference, ISGT 2023

2022

  1. A Multi-label Approach for Diagnosis Problems in Energy Systems using LAMDA algorithm

    IEEE International Conference on Fuzzy Systems

  2. A synthetic Data Generator for Smart Grids based on the Variational-Autoencoder Technique and Linked Data Paradigm

    Proceedings - 2022 48th Latin American Computing Conference, CLEI 2022

  3. An Analysis of the Energy Consumption Forecasting Problem in Smart Buildings Using LSTM

    Sustainability (Switzerland), Vol. 14, Núm. 20

  4. Analysis of Customer Energy Consumption Patterns using an Online Fuzzy Clustering Technique

    IEEE International Conference on Fuzzy Systems

  5. Approaches based on LAMDA control applied to regulate HVAC systems for buildings

    Journal of Process Control, Vol. 116, pp. 34-52