Sebastián García Galán

Full Professor (Catedrático de Universidad)

Spain

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Sebastián García Galán is a Full Professor at Universidad de Jaén in the Departamento de Ingeniería de Telecomunicación, Spain. His research areas include artificial intelligence applications in concrete strength prediction, virtual sensor systems for medical risk estimations, and energy sustainability optimizations in cloud computing. He has contributed to advancements in machine learning techniques for health monitoring and resource management in cloud environments.

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Assistant Professor

Universidad de Jaén

SPAIN

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Sebastián García Galán

Research Interests

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Articles (22)

Expert system against machine learning approaches as a virtual sensor for ventricular arrhythmia risk level estimation

Real-time prediction of early concrete compressive strength using AI and hydration monitoring

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

Game theory-based virtual machine migration for energy sustainability in cloud data centers

Game theory-based virtual machine migration for energy sustainability in cloud data centers

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

Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation

Expert system-based application for fatal ventricular arrhythmia risk level estimation based on QT-Interval prolongation

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

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

Detection of valvular heart diseases combining orthogonal non-negative matrix factorization and convolutional neural networks in PCG signals

Equalising the Transmission Properties of Graph-Modelled Networks by Introducing the Control of the Resources Used to Transmit Information

Sustainable expert virtual machine migration in dynamic clouds

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization

Sustainability-based Framework for Virtual Machines Migration Among Cloud Data Centers

The possibility of equalising the transmission properties of networks described by chordal rings

An incremental algorithm based on multichannel non-negative matrix partial co-factorization for ambient denoising in auscultation

Interpretable Fuzzy Rule-Based System for Fatal Ventricular Arrhythmia Risk Level Estimation due to QT-Prolonging Treatments*

Parallel multichannel blind source separation using a spatial covariance model and nonnegative matrix factorization

Collaborators (8)

Manuel Valverde Ibáñez

Julio José Carabias Orti

Francisco Jesus Canadas Quesada

Jose Ranilla

Antonio Jesús Muñoz-Montoro

Jose Angel Cabrera

Damian Martinez-Muñoz

Pedro Vera-Candeas

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