Publications (220) SALVADOR GARCÍA LÓPEZ publications

2024

  1. Application of spatial uncertainty predictor in CNN-BiLSTM model using coronary artery disease ECG signals

    Information Sciences, Vol. 665

  2. Artificial intelligence for atrial fibrillation detection, prediction, and treatment: A systematic review of the last decade (2013–2023)

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, Vol. 14, Núm. 3

  3. Clustering approximation via a fusion of multiple random samples

    Information Fusion, Vol. 101

  4. Enhancing microblog sentiment analysis through multi-level feature interaction fusion with social relationship guidance

    Applied Intelligence, Vol. 54, Núm. 1, pp. 443-459

  5. Hybrid Gromov–Wasserstein Embedding for Capsule Learning

    IEEE Transactions on Neural Networks and Learning Systems

  6. Improved binary differential evolution with dimensionality reduction mechanism and binary stochastic search for feature selection

    Applied Soft Computing, Vol. 151

  7. Metric learning for monotonic classification: turning the space up to the limits of monotonicity

    Applied Intelligence, Vol. 54, Núm. 5, pp. 4443-4466

  8. Multi-modality approaches for medical support systems: A systematic review of the last decade

    Information Fusion, Vol. 103

  9. RSAFormer: A method of polyp segmentation with region self-attention transformer

    Computers in Biology and Medicine, Vol. 172

  10. Robust multi-modal pedestrian detection using deep convolutional neural network with ensemble learning model

    Expert Systems with Applications, Vol. 249

  11. Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints

    Information Fusion, Vol. 102

  12. Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data

    Cognitive Computation, Vol. 16, Núm. 4, pp. 1572-1588

  13. UniBFS: A novel uniform-solution-driven binary feature selection algorithm for high-dimensional data

    Swarm and Evolutionary Computation, Vol. 91

  14. Video multimodal sentiment analysis using cross-modal feature translation and dynamical propagation

    Knowledge-Based Systems, Vol. 299

2023

  1. An empirical study on the joint impact of feature selection and data resampling on imbalance classification

    Applied Intelligence, Vol. 53, Núm. 5, pp. 5449-5461

  2. Binarized multi-gate mixture of Bayesian experts for cardiac syndrome X diagnosis: A clinician-in-the-loop scenario with a belief-uncertainty fusion paradigm

    Information Fusion, Vol. 97

  3. Correction to: An empirical study on the joint impact of feature selection and data resampling on imbalance classification (Applied Intelligence, (2022), 10.1007/s10489-022-03772-1)

    Applied Intelligence

  4. EpilepsyNet: Novel automated detection of epilepsy using transformer model with EEG signals from 121 patient population

    Computers in Biology and Medicine, Vol. 164

  5. GEN: Generative Equivariant Networks for Diverse Image-to-Image Translation

    IEEE Transactions on Cybernetics, Vol. 53, Núm. 2, pp. 874-886

  6. Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization

    IEEE Transactions on Cybernetics, Vol. 53, Núm. 8, pp. 4735-4747