Publicaciones (95) Publicaciones de Elena Verdu Perez

2024

  1. Automatic liver-vessel examination from CT slice using Kapur's thresholding and watershed algorithm

    Procedia Computer Science

  2. CNN segmentation of skin melanoma in pre-processed dermoscopy images

    Procedia Computer Science

  3. COVID19 detection in chest x-ray using vision-transformer with different patch dimensions

    Procedia Computer Science

  4. Improved optimizer with deep learning model for emotion detection and classification

    Mathematical Biosciences and Engineering, Vol. 21, Núm. 7, pp. 6631-6657

  5. Modelling and control of fuzzy-based systems using intelligent water drop algorithm

    Expert Systems, Vol. 41, Núm. 6

  6. Multi-Lingual Representation of Natural Language Processing for Low Resource Asian Language Processing Systems

    ACM Transactions on Asian and Low-Resource Language Information Processing

  7. Semantic Similarity Between Medium-Sized Texts

    Communications in Computer and Information Science

2023

  1. A Ubiquitous Model of Emotional Tracking in Virtual Classes: From Simple Emotions to Learning Action Tendency

    IEEE Latin America Transactions, Vol. 21, Núm. 8, pp. 889-896

  2. A new algorithm for time series prediction using machine learning models

    Evolutionary Intelligence, Vol. 16, Núm. 5, pp. 1449-1460

  3. An automated hyperparameter tuned deep learning model enabled facial emotion recognition for autonomous vehicle drivers

    Image and Vision Computing, Vol. 133

  4. An optimal power flow solution to deregulated electricity power market using meta-heuristic algorithms considering load congestion environment

    Electric Power Systems Research, Vol. 214

  5. Big data and artificial intelligence in earth science: recent progress and future advancements

    Acta Geophysica

  6. Clustering of LMS Use Strategies with Autoencoders

    Applied Sciences (Switzerland), Vol. 13, Núm. 12

  7. Preface

    Lecture Notes in Networks and Systems

  8. Short-term forecasting electricity load by long short-term memory and reinforcement learning for optimization of hyper-parameters

    Evolutionary Intelligence, Vol. 16, Núm. 5, pp. 1729-1746

  9. Video anomaly detection system using deep convolutional and recurrent models

    Results in Engineering, Vol. 18

  10. Web 3.0 and blended learning for increasing student retention and engagement in e-learning environment

    Computer Applications in Engineering Education, Vol. 31, Núm. 3, pp. 642-644

2022

  1. Automated detection of age-related macular degeneration using a pre-trained deep-learning scheme

    Journal of Supercomputing, Vol. 78, Núm. 5, pp. 7321-7340

  2. Call for Special Issue Papers: Cloud Computing and Big Data for Cognitive IoT

    Big data, Vol. 10, Núm. 1, pp. 83-84

  3. E2E-V2SResNet: Deep residual convolutional neural networks for end-to-end video driven speech synthesis

    Image and Vision Computing, Vol. 119