Publications (26) Publications in which a researcher has participated View referenced research data.

filter_list Artificial Intelligence

2025

  1. SynthSOD: Developing an Heterogeneous Dataset for Orchestra Music Source Separation

    IEEE Open Journal of Signal Processing, Vol. 6, pp. 129-137

2024

  1. Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

    Sensors, Vol. 24, Núm. 2

  2. Enhanced virtual machine migration for energy sustainability optimization in cloud computing through knowledge acquisition

    Computers and Electrical Engineering, Vol. 119, Núm. A, pp. 109506

  3. Exploring Hybrid Quantum-Classical Machine Learning for Respiratory Sound Analysis

    2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024

  4. Generating implicit object fragment datasets for machine learning

    Computers and Graphics (Pergamon), Vol. 125

  5. Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks

    Applied Acoustics, Vol. 216

  6. Mitigating the Curse of Dimensionality in Heart-Disease Risk Prediction Through the Use of Different Feature-Engineering Techniques

    Proceedings of the International Joint Conference on Neural Networks

  7. Multi-objective optimization of virtual machine migration among cloud data centers

    Soft Computing

2023

  1. A Review on Sustainable Energy Sources Using Machine Learning and Deep Learning Models

    Energies, Vol. 16, Núm. 17

  2. Cochleogram-based adventitious sounds classification using convolutional neural networks

    Biomedical Signal Processing and Control, Vol. 82, pp. 104555

  3. Enhanced grasshopper optimization algorithm with extreme learning machines for motor-imagery classification

    Asian Journal of Control, Vol. 25, Núm. 4, pp. 3015-3028

  4. Feature Selection Using Selective Opposition Based Artificial Rabbits Optimization for Arrhythmia Classification on Internet of Medical Things Environment

    IEEE Access, Vol. 11, pp. 100052-100069

  5. HOPAV: Hybrid optimization-oriented path planning for non-connected and connected automated vehicles

    IET Control Theory and Applications, Vol. 17, Núm. 14, pp. 1919-1929

2021

  1. A systematic review of energy management strategies for resource allocation in the cloud: Clustering, optimization and machine learning

    Energies, Vol. 14, Núm. 17

  2. Machine learning techniques for energy efficiency and anomaly detection in hybrid wireless sensor networks

    Energies, Vol. 14, Núm. 11

2020

  1. Multichannel Singing Voice Separation by Deep Neural Network Informed DOA Constrained CMNMF

    IEEE 22nd International Workshop on Multimedia Signal Processing, MMSP 2020

2016

  1. Compositional model for speech denoising based on source/filter speech representation and smoothness/sparseness noise constraints

    Speech Communication, Vol. 78, pp. 84-99

2015

  1. An audio to score alignment framework using spectral factorization and dynamic time warping

    Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015

  2. Online Score-Informed Source Separation with Adaptive Instrument Models

    Journal of New Music Research, Vol. 44, Núm. 2, pp. 83-96

2014

  1. Flexible fuzzy rule bases evolution with swarm intelligence for meta-scheduling in grid computing

    Computing and Informatics, Vol. 33, Núm. 4, pp. 810-830