Perfil

García Galán,   Sebastián

Dr. S. García Galán Received the M.S. and Ph.D. degrees in Telecommunication Engineering from the Málaga University and the Technical University of Madrid (UPM), in 1995 and 2004, respectively. Since 1999, he is an associate professor in Telematics Engineering at the Telecommunication Engineering Department of the Jaén University. Currently he is the Dean of the Linares School of Engineering at the University of Jaén. His current research interests include engineering applications of artificial intelligence, machine learning, grid computing, cloud computing and scheduling. Dr. García Galán is an active member of the research group 'Signal Processing for Telecommunication Systems' (Group TIC-188 of the PAI) of Jaén University. He has been involved in research projects of the Spanish Ministry of Science and Education (MEC), and private companies. He has been the supervisor of three PhD Thesis. He also is Advisor of the Spanish National Evaluation and Prospective (ANEP) in the field of Electronic Engineering and communications for the approval of research Project.

ID ORCID: 0000-0002-3300-5794

Publicaciones

a quantum machine learning approach to cardiopulmonary sound classification

book-chapter

doi   10.1007/978-3-032-10661-2_18

eid  

2026

early prediction of paroxysmal atrial fibrillation via machine learning and an interpretable fuzzy expert system

journal-article

doi   10.1016/j.bspc.2026.110318

eid  

2026

real-time prediction of early concrete compressive strength using ai and hydration monitoring

journal-article

doi   10.1038/S41598-025-97060-W

eid   WOS:001480669100015

2025

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

journal-article

doi   10.1016/j.bspc.2024.107255

eid  

2025

fuzzy game-theoretic optimization for sustainable cloud computing

journal-article

doi   10.1016/j.engappai.2025.112725

eid  

2025

remote real-time wastewater surveillance by the optical sensor supported by machine learning

journal-article

doi   10.1016/J.SNR.2025.100346

eid   WOS:001510954700001

2025

machine learning comparison for biomarker level estimation in wastewater dynamics monitoring

journal-article

doi   10.1038/S41598-025-16185-0

eid   WOS:001580597500043

2025

optical method for the detection of viral rna using an optical fiber sensor

journal-article

doi   10.1002/JBIO.202500063

eid   WOS:001496217500001

2025

enhanced resource optimization with the unevenness coefficients use in regular and irregular graph-based networks

journal-article

doi   10.1016/J.AEUE.2024.155460

eid   WOS:001297341000001

2024

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

journal-article

doi   10.1016/j.apacoust.2023.109811

eid  

2024

classification of adventitious sounds combining cochleogram and vision transformers

journal-article

doi   10.3390/s24020682

eid  

2024

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

journal-article

doi   10.1016/j.compeleceng.2024.109506

eid  

2024

expert system-based application for fatal ventricular arrhythmia risk level estimation based on qt-interval prolongation

journal-article

doi   10.1016/J.ESWA.2024.124381

eid   WOS:001257851900001

2024

knowledge acquisition approaches for virtual machine migration in cloud computing

journal-article

doi   10.31577/CAI202461285

eid   WOS:001398167100001

2024

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

journal-article

doi   10.1016/J.APENERGY.2024.123798

eid   WOS:001265279100001

2024

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

journal-article

doi   10.1007/s00500-024-09950-2

eid   1432-7643

2024

color tracking application using ai-based docker container scheduling in fog computing

book-chapter

doi   10.1007/978-3-031-41630-9_17

eid   9783031416293

2023

equalising the transmission properties of graph-modelled networks by introducing the control of the resources used to transmit information

journal-article

doi   10.1007/S11786-023-00559-6

eid   WOS:000998492800001

2023

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

journal-article

doi   10.1016/j.jbi.2023.104475

eid   1532-0464

2023

sustainable expert virtual machine migration in dynamic clouds

journal-article

doi   10.1016/j.compeleceng.2022.108257

eid  

2022

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

journal-article

doi   10.1016/j.apacoust.2021.108229

eid   0003-682X

2021

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

conference-paper

doi   10.1109/ICSPCS53099.2021.9660228

eid   WOS:000802223300007

2021

interpretable fuzzy rule-based system for fatal ventricular arrhythmia risk level estimation due to qt-prolonging treatments

conference-paper

doi   10.1109/SMC52423.2021.9659055

eid   WOS:000800532002125

2021

monophonic and polyphonic wheezing classification based on constrained low-rank non-negative matrix factorization

journal-article

doi   10.3390/s21051661

eid   1424-8220

2021

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

journal-article

doi   10.1007/s11227-021-03771-y

eid   2-s2.0-85103681372

2021

sustainability-based framework for virtual machines migration among cloud data centers

conference-paper

doi   10.1109/ICSPCS53099.2021.9660237

eid   WOS:000802223300013

2021

a constrained tonal semi-supervised non-negative matrix factorization to classify presence/absence of wheezing in respiratory sounds

journal-article

doi   10.1016/j.apacoust.2019.107188

eid   2-s2.0-85077121466

2020

smart containers schedulers for microservices provision in cloud-fog-iot networks. challenges and opportunities

journal-article

doi   10.3390/s20061714

eid  

2020

a score identification parallel system based on audio-to-score alignment

journal-article

doi   10.1007/S11227-020-03185-2

eid   WOS:000510364600001

2020

relevance of using interpretability indexes for the design of schedulers in cloud computing systems

conference-paper

doi   10.1109/FUZZ48607.2020.9177674

eid   WOS:000698733400126

2020

computer-aided laser-fiber output beam 3d spatial and angular design

journal-article

doi   10.3390/sym12010083

eid  

2020

e-dpsiw-fca: energy aware fca-based data placement strategy for intensive workflow

journal-article

doi   10.12694/scpe.v20i3.1556.

eid  

2019

interference-aware virtual machine placement: a survey

journal-article

doi   10.1007/978-3-030-03658-4_28

eid   WOS:000558392800028

2019

specific parameter-free global optimization to speed up setting and avoid factors interactions

journal-article

doi   10.31577/cai_2019_2_265

eid   2-s2.0-85072622853

2019

interactive tool for learning propagation in single-mode optical fibers in telecommunication engineering

journal-article

doi   10.1002/cae.12117

eid   2-s2.0-85068962380

2019

herramienta de coordinación de titulaciones en la e.p.s. linares

conference-paper

doi   10.26754/cinaic.2019.0043

eid  

2019

acceleration of genome sequencing with intelligent cloud brokers

book

doi   10.1007/978-3-319-68720-9_16

eid   2-s2.0-85031425556

2018

dynamic voltage frequency scaling simulator for real workflows energy-aware management in green cloud computing

journal-article

doi   10.1371/journal.pone.0169803

eid   2-s2.0-85009260597

2017

energy-aware scheduling in clouc computing systems

conference-paper

doi   10.1109/FUZZ-IEEE.2017.8015424

eid   2-s2.0-85030153046

2017

power consumption optimization in datacenters using pso tuning in fuzzy rule-based systems

journal-article

doi   10.1007/978-3-319-47274-4_32

eid   WOS:000402657200032

2017

energy-aware scheduling in cloud computing systems

conference-paper

doi   WOS:000426449100047

eid  

2017

analysis and real implementation of a cloud infraestructure for computing laboratories virtualization

journal-article

doi   10.1007/978-3-319-23814-2_31

eid   WOS:000369842100031

2016

rules discovery in fuzzy classifier systems with pso for scheduling in grid computational infrastructures

journal-article

doi   10.1016/J.ASOC.2014.11.064

eid   WOS:000350648100035

2015

cloud infrastructure for virtualizing laboratory computers

journal-article

doi   WOS:000398586301053

eid  

2015

flexible fuzzy rule bases evolution with swarm intelligence for meta-scheduling in grid computing

journal-article

doi   WOS:000346950300005

eid  

2014

social application for learning in optics communications

conference-paper

doi   WOS:000367082903131

eid  

2014

swarm fuzzy systems: knowledge acquisition in fuzzy systems and its applications in grid computing

journal-article

doi   10.1109/TKDE.2013.118

eid   WOS:000340205700019

2014

bio-inspired techniques applied to meta-schedulers based on fuzzy rules in grid computing

journal-article

doi   2-s2.0-84891622378

eid  

2013

a wiki as a common framework for promoting autonomous learning among university students

journal-article

doi   10.1504/IJIL.2012.047310

eid   WOS:000436831800005

2012

on providing quality of service in grid computing through multi-objective swarm-based knowledge acquisition in fuzzy schedulers

journal-article

doi   10.1016/J.IJAR.2011.10.005

eid   WOS:000305104100009

2012

real-time image texture analysis in quality management using grid computing: an application to the mdf manufacturing industry

journal-article

doi   10.1007/S00170-011-3456-6

eid   WOS:000300089400033

2012

fuzzy scheduling with swarm intelligence-based knowledge acquisition for grid computing

journal-article

doi   10.1016/J.ENGAPPAI.2011.11.002

eid   WOS:000300593500014

2012

teaching resources and learning management systems

journal-article

doi   WOS:000326396400111

eid  

2012

interoperability in large scale cyber-physical systems

conference-paper

doi   10.1109/ETFA.2012.6489788

eid   WOS:000320333400257

2012

educational platforms in learning web applications

journal-article

doi   WOS:000326396400108

eid  

2012

gaussian mixture models vs. fuzzy rule-based systems for adaptive meta-scheduling in grid/cloud computing

journal-article

doi   10.1007/978-3-642-30864-2_28

eid   WOS:000312965200028

2012

kasia approach vs. differential evolution in fuzzy rule-based meta-schedulers for grid computing

conference-paper

doi   10.1109/GEFS.2011.5949488

eid  

2011

social network applications for learning in communication networks

conference-paper

doi   WOS:000317080005115

eid  

2011

virtual laboratory for learning in networks, communications systems and services

conference-paper

doi   WOS:000317080005122

eid  

2011

a multi-criteria meta-fuzzy-scheduler for independent tasks in grid computing

journal-article

doi   WOS:000301029300010

eid  

2011

genetic fuzzy rule-based scheduling system for grid computing in virtual organizations

journal-article

doi   10.1007/S00500-010-0660-5

eid   WOS:000291253100002

2011

a method for fuzzy logic optimization and its application in placement of biomass power plants

book-chapter

doi   2-s2.0-85048533665

eid  

2010

knowledge acquisition in fuzzy-rule-based systems with particle-swarm optimization

journal-article

doi   10.1109/TFUZZ.2010.2062525

eid   WOS:000284855200006

2010

a fuzzy rule-based meta-scheduler with evolutionary learning for grid computing

journal-article

doi   10.1016/j.engappai.2010.07.002

eid   2-s2.0-77957865649

2010

two-stage cascaded classification approach based on genetic fuzzy learning for speech/music discrimination

journal-article

doi   10.1016/J.ENGAPPAI.2009.06.006

eid   WOS:000275785300002

2010

learning of fuzzy rule-based meta-schedulers for grid computing with differential evolution

journal-article

doi   10.1007/978-3-642-14055-6_79

eid   WOS:000290641900079

2010

genetic fuzzy rule-based meta-scheduler for grid computing

journal-article

doi   10.1109/GEFS.2010.5454159

eid   WOS:000393021500009

2010

a platform designed to motivate the autonomous learning about computer architectures

conference-paper

doi   10.1109/EAEEIE.2009.5335472

eid   WOS:000275125000027

2009

evolutionary fuzzy scheduler for grid computing

journal-article

doi   10.1007/978-3-642-02478-8_36

eid   WOS:000270081200036

2009

comparison of metaheuristic techniques to determine optimal placement of biomass power plants

journal-article

doi   10.1016/J.ENCONMAN.2009.04.008

eid   WOS:000267586800018

2009

speech/music discrimination based on warping transformation and fuzzy logic for intelligent audio coding

journal-article

doi   10.1080/08839510902872306

eid   WOS:000265579700003

2009

classifying a new descriptor based on marr's visual theory

journal-article

doi   10.1007/978-3-642-02264-7_22

eid   WOS:000269203400022

2009

a dynamic-balanced scheduler for genetic algorithms for grid computing

journal-article

doi   2-s2.0-59249099515

eid  

2009

a method to minimize distributed pso algorithm execution time in grid computer environment

journal-article

doi   10.1007/978-3-642-02267-8_51

eid   WOS:000272104600051

2009

new speech/music discrimination approach based on fundamental frequency estimation

journal-article

doi   10.1007/S11042-008-0228-X

eid   WOS:000261958500005

2009

comparing open-source e-learning platforms from adaptivity point of view

conference-paper

doi   10.1109/EAEEIE.2009.5335482

eid   WOS:000275125000012

2009

particle swarm optimization for biomass-fuelled systems with technical constraints

journal-article

doi   10.1016/J.ENGAPPAI.2008.04.013

eid   WOS:000261307500026

2008

a balanced scheduler for grid computing

journal-article

doi   WOS:000262950300007

eid  

2008

an expert fuzzy grid scheduler for virtual organizations

conference-paper

doi   10.1109/CIMCA.2008.174

eid   WOS:000277076500143

2008

a method for particle swarm optimization and its application in location of biomass power plants

journal-article

doi   10.1080/15435070802107165

eid   WOS:000257029200006

2008

speech/music classification based on distributed evolutionary fuzzy logic for intelligent audio coding

book

doi   2-s2.0-38049151171

eid  

2007

adaptive network-based fuzzy inference system vs. other classification algorithms for warped lpc-based speech/music discrimination

journal-article

doi   10.1016/J.ENGAPPAI.2006.10.007

eid   WOS:000248560700006

2007

design and implementation of a web-based software framework for real time intelligent audio coding based on speech/music discrimination

conference-paper

doi   2-s2.0-84866504788

eid  

2007

audio coding improvement using evolutionary speech/music discrimination

conference-paper

doi   10.1109/FUZZY.2007.4295472

eid   WOS:000252371500143

2007

ip network authentication software across closed ports

journal-article

doi   2-s2.0-33645163261

eid  

2006

speech/music discrimination using a warped lpc-based feature and a fuzzy expert system for intelligent audio coding

conference-paper

doi   2-s2.0-84862620429

eid  

2006

a fuzzy rules-based speech/music discrimination approach for intelligent audio coding over the internet

conference-paper

doi   2-s2.0-84866510760

eid  

2006

expert system for intelligent audio codification based in speech/music discrimination

journal-article

doi   10.1109/ISEFS.2006.251182

eid   WOS:000240401300047

2006

new speech/music discrimination approach based on warping transformation and anfis

journal-article

doi   10.1080/09298210601045682

eid   WOS:000242767900005

2006

speech/music discrimination using a single warped lpc-based feature

conference-paper

doi   2-s2.0-70350641966

eid  

2005

adaptive network-based fuzzy inference system for automatic speech/music discrimination

conference-paper

doi   2-s2.0-84871956271

eid  

2005

speech/music discrimination based on a new warped lpc-based feature and linear discriminant analysis

conference-paper

doi   2-s2.0-84871989743

eid  

2005

new warped lpc-based feature for fast and robust speech/music discrimination

conference-paper

doi   2-s2.0-84923917050

eid  

2005