Perfil

Espinilla Estévez,   Macarena

Comisión de Dirección Comité Científico

Macarena Espinilla recibió el título de Ingeniería en Informática y doctora en Ingeniería en Informática por la Universidad de Jaén (Jaén, España) en 2006 y 2009, respectivamente. Actualmente es profesora contratado doctor en el Departamento de Informática de la Universidad de Jaén. Sus intereses de investigación actuales incluyen el modelado lingüístico preferencia, la toma de decisiones, los sistemas basados en lógica difusa, evaluación sensorial, sistemas de recomendación, y entornos inteligentes.

ID ORCID: 0000-0003-1118-7782

Publicaciones

sensor-based technologies for the detection of unwanted loneliness in older adults: a systematic review

journal-article

doi   10.3390/s26072028

eid  

2026

graph-based semantic indoor localization using ultra-wide band

book-chapter

doi   10.1007/978-3-032-16992-1_41

eid  

2026

enabling local language models for iot monitoring description via distributed low-cost hardware

book-chapter

doi   10.1007/978-3-032-16992-1_44

eid  

2026

towards lightweight stress monitoring on biometric data for iomt environments

journal-article

doi   10.1016/j.cmpb.2026.109287

eid  

2026

smart sensing framework: a custom beacon architecture for mobile data logging

book-chapter

doi   10.1007/978-3-032-16992-1_42

eid  

2026

understanding patient adherence through sensor data: an integrated approach to chronic disease management

journal-article

doi   10.3390/app152413226

eid  

2025

ble-based custom devices for indoor positioning in ambient assisted living systems: design and prototyping

journal-article

doi   10.3390/s25206499

eid  

2025

a fuzzy-based iomt intelligent data platform for enhanced glucose data interpretation and healthcare assistance

conference-paper

doi   10.1109/FUZZ-IEEE60900.2024.10612155

eid  

2024

toward an interpretable continuous glucose monitoring data modeling

journal-article

doi   10.1109/JIOT.2024.3419260

eid  

2024

iot-powered vital signs monitoring system for optimal hospital assistance

book-chapter

doi   10.1007/978-3-031-77571-0_60

eid  

2024

a new horizon in healthcare: an innovative methodology for sensor-based adherence platforms in home monitoring of key treatment indicators

journal-article

doi   10.1109/JIOT.2024.3424905

eid  

2024

platera: a comprehensive web-based system and sensor dataset for activity recognition in households environments

book-chapter

doi   10.1007/978-3-031-77571-0_56

eid  

2024

indoor area location system using uwb technology and axis-linear bounding boxes

conference-paper

doi   10.1109/CEC60901.2024.10612106

eid  

2024

iot-driven real-time glucose monitoring: empowering diabetes care and prevention

book-chapter

doi   10.1007/978-3-031-48642-5_12

eid  

2023

activa: innovation in quality of care for nursing homes through activity recognition

journal-article

doi   10.1109/ACCESS.2023.3329748

eid  

2023

unifying wearable data: a novel architecture integrating fitbit wristbands and smartphones for enhanced data availability and linguistic summaries

book-chapter

doi   10.1007/978-3-031-48590-9_13

eid  

2023

monitoring environments with new generation devices

book-chapter

doi   10.1007/978-3-031-48306-6_3

eid  

2023

linguistic summaries for dwellings energy poverty monitoring

book-chapter

doi   10.1007/978-3-031-21333-5_69

eid  

2023

evaluation of the impact of the sustainable development goals on an activity recognition platform for healthcare systems

journal-article

doi   10.3390/s23073563

eid  

2023

transforming elderly care through ethical and social evaluation of intelligent activity recognition systems in nursing homes

book-chapter

doi   10.1007/978-3-031-48306-6_23

eid  

2023

oblea: a new methodology to optimise bluetooth low energy anchors in multi-occupancy location systems

journal-article

doi   10.3897/jucs.96878

eid  

2023

advanced home-based diabetes monitoring system: initial real-world experiences

book-chapter

doi   10.1007/978-3-031-43085-5_28

eid  

2023

a first approach to the generation of linguistic summaries from glucose sensors using gpt-4

book-chapter

doi   10.1007/978-3-031-48642-5_4

eid  

2023

engineering and technology education in university studies: driving digital, sustainable, and resilient development—a case study in andalusia, spain

journal-article

doi   10.1109/ACCESS.2023.3321135

eid  

2023

shedding light on the energy usage of activity recognition systems in homes

book-chapter

doi   10.1007/978-3-031-48590-9_8

eid  

2023

using generative ai to assist with technology adoption assessment

book-chapter

doi   10.1007/978-3-031-48306-6_20

eid  

2023

assessment of sustainable development objectives in smart labs: technology and sustainability at the service of society

journal-article

doi   10.1016/j.scs.2021.103559

eid   2-s2.0-85120052266

2022

case study of a low-cost iot device with a thermal vision to monitor human stool behavior in the home

book-chapter

doi   10.1007/978-3-031-13321-3_1

eid  

2022

challenges of ubiquitous and wearable solutions to address active ageing in the andalusian community

journal-article

doi   10.3897/jucs.86891

eid  

2022

past, present and future of research on wearable technologies for healthcare: a bibliometric analysis using scopus

journal-article

doi   10.3390/s22228599

eid  

2022

low-cost iot gas concentrator system prototype

conference-paper

doi   10.1109/TAEE54169.2022.9840592

eid  

2022

initial prototype of low-cost stool monitoring system for early detection of diseases

book-chapter

doi   10.1007/978-3-031-07704-3_24

eid  

2022

ujami location: a fuzzy indoor location system for the elderly

journal-article

doi   10.3390/ijerph18168326

eid  

2021

application of iot in healthcare: keys to implementation of the sustainable development goals

journal-article

doi   10.3390/s21072330

eid   2-s2.0-85102966251

2021

uja human activity recognition multi-occupancy dataset

conference-paper

doi   2-s2.0-85108309878

eid   15301605

2021

smart grids and their role in transforming human activities—a systematic literature review

journal-article

doi   10.3390/su12208662

eid  

2020

fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing

journal-article

doi   10.1016/J.JBI.2020.103476

eid   WOS:000551649200023

2020

fuzzy cloud-fog computing approach application for human activity recognition in smart homes

journal-article

doi   10.3233/JIFS-179443

eid   WOS:000506856200070

2020

fuzzy protoform for hyperactive behaviour detection based on commercial devices

journal-article

doi   10.3390/ijerph17186752

eid   2-s2.0-85091037484

2020

education in smart grids: a perspective from the field of engineering

conference-paper

doi   10.1109/TAEE46915.2020.9163735

eid  

2020

entre la institución y la familia: las familias colaboradoras como apoyo a los menores tutelados

journal-article

doi   10.35381/e.k.v4i7.1108

eid  

2020

a new architecture based on iot and machine learning paradigms in photovoltaic systems to nowcast output energy

journal-article

doi   10.3390/s20154224

eid   2-s2.0-85088892097

2020

smart grids and their role in transforming human activities-a systematic literature review

journal-article

doi   10.3390/SU12208662

eid   WOS:000583063400001

2020

evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors

journal-article

doi   10.1177/1550147720920485

eid  

2020

efficient activity recognition in smart homes using delayed fuzzy temporal windows on binary sensors

journal-article

doi   10.1109/JBHI.2019.2918412

eid  

2020

challenges of ethical evaluation models for intelligent assistive technologies. an initial ethical model based on linguistic decision analysis

journal-article

doi   10.3390/proceedings2019031022

eid  

2019

ontology-based framework for the automatic recognition of activities of daily living using class expression learning techniques

journal-article

doi   10.1155/2019/2917294

eid  

2019

activity recognition for iot devices using fuzzy spatio-temporal features as environmental sensor fusion

journal-article

doi   10.3390/s19163512

eid  

2019

ubiquitous computing and ambient intelligence—ucami

journal-article

doi   10.3390/s19184034

eid  

2019

intelligent system for the prevention of pressure ulcers by monitoring postural changes with wearable inertial sensors

conference-paper

doi   10.3390/proceedings2019031079

eid  

2019

ubiquitous computing and ambient intelligence-ucami

journal-article

doi   10.3390/S19184034

eid   WOS:000489187800219

2019

fuzzy linguistic protoforms to summarize heart rate streams of patients with ischemic heart disease

journal-article

doi   10.1155/2019/2694126

eid   2-s2.0-85060085387

2019

straightforward recognition of daily objects in smart environments from wearable vision sensor

conference-paper

doi   10.1109/PERCOMW.2019.8730860

eid   2-s2.0-85067967374

2019

methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living

journal-article

doi   10.1007/s12652-018-0769-4

eid   2-s2.0-85049576413

2019

collection of a diverse, realistic and annotated dataset for wearable activity recognition

conference-paper

doi   10.1109/PERCOMW.2018.8480322

eid   WOS:000541062400113

2018

a flexible text analyzer based on ontologies: an application for detecting discriminatory language

journal-article

doi   10.1007/S10579-017-9387-6

eid   WOS:000424674500006

2018

intelligent multi-dose medication controller for fever: from wearable devices to remote dispensers

journal-article

doi   10.1016/j.compeleceng.2017.03.012

eid   2-s2.0-85015788440

2018

a new approach based on temporal sub-windows for online sensor-based activity recognition

journal-article

doi   10.1007/s12652-018-0746-y

eid   2-s2.0-85045472350

2018

sensor-based datasets for human activity recognition - a systematic review of literature

journal-article

doi   10.1109/ACCESS.2018.2873502

eid   2-s2.0-85054530126

2018

using ontologies for the online recognition of activities of daily living

journal-article

doi   10.3390/s18041202

eid   2-s2.0-85045440096

2018

computer vision-based gait velocity from non-obtrusive thermal vision sensors

conference-paper

doi   10.1109/PERCOMW.2018.8480174

eid   2-s2.0-85053216427

2018

ieee access special section editorial: ambient intelligence environments with wireless sensor networks from the point of view of big data and smart and sustainable cities

journal-article

doi   10.1109/ACCESS.2018.2882665

eid   WOS:000453513400001

2018

h<sup>2</sup>al—the human health and activity laboratory

journal-article

doi   10.3390/proceedings2191241

eid  

2018

ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition

journal-article

doi   10.1016/j.eswa.2018.07.068

eid  

2018

detection of falls from non-invasive thermal vision sensors using convolutional neural networks

journal-article

doi   10.3390/proceedings2191236

eid  

2018

ontology-based feature generation to improve accuracy of activity recognition in smart environments

journal-article

doi   10.1016/j.compeleceng.2018.03.048

eid   2-s2.0-85056214416

2018

predicting the urgency demand of copd patients from environmental sensors within smart cities with high-environmental sensitivity

journal-article

doi   10.1109/ACCESS.2018.2828652

eid   2-s2.0-85046002348

2018

real-time recognition of interleaved activities based on ensemble classifier of long short-term memory with fuzzy temporal windows

conference-paper

doi   10.3390/proceedings2191225

eid  

2018

ucami cup. analyzing the uja human activity recognition dataset of activities of daily living

journal-article

doi   10.3390/proceedings2191267

eid  

2018

location of persons using binary sensors and ble beacons for ambient assitive living

conference-paper

doi   10.1109/IPIN.2018.8533714

eid   2-s2.0-85059088491

2018

fuzzy framework for activity recognition in a multi-occupant smart environment based on wearable devices and proximity beacons

conference-paper

doi   10.1142/9789813273238_0161

eid   WOS:000468160600161

2018

the experience of developing the ujaml smart lab

journal-article

doi   {10.1109/ACCESS.2018.2849226}

eid  

2018

the experience of developing the ujami smart lab

journal-article

doi   10.1109/ACCESS.2018.2849226

eid  

2018

the impact of dataset quality on the performance of data-driven approaches for human activity recognition

conference-paper

doi   10.1142/9789813273238_0162

eid   WOS:000468160600162

2018

comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor

journal-article

doi   10.1002/DAC.3223

eid   WOS:000400824900005

2017

indoor localisation through object detection within multiple environments utilising a single wearable camera

journal-article

doi   10.1007/s12553-016-0159-x

eid   WOS:000398975200011

2017

classification of the risk in the new financing framework of the deposit guarantee systems in europe: k-means cluster analysis and soft computing

journal-article

doi   10.2991/ijcis.2017.10.1.6

eid   2-s2.0-85018774355

2017

improving activity classification using ontologies to expand features in smart environments

journal-article

doi   10.1007/978-3-319-67585-5_40

eid   WOS:000576663600040

2017

real-time monitoring in home-based cardiac rehabilitation using wrist-worn heart rate devices

journal-article

doi   10.3390/S17122892

eid   WOS:000423285800192

2017

optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

journal-article

doi   10.1016/j.micpro.2016.10.007

eid   WOS:000407984000033

2017

subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments

journal-article

doi   10.1002/dac.3238

eid   2-s2.0-85004073497

2017

computational intelligence for smart environments

journal-article

doi   10.2991/IJCIS.10.1.83

eid   WOS:000415593600029

2017

key factors for innovative developments on health sensor-based system

book

doi   10.1007/978-3-319-56154-7_59

eid   2-s2.0-85018705239

2017

fuzzy fog computing: a linguistic approach for knowledge inference in wearable devices

book

doi   10.1007/978-3-319-67585-5_48

eid   2-s2.0-85031410736

2017

special issue on "recent advancements in ubiquitous computing"

journal-article

doi   10.1007/S12652-017-0476-6

eid   WOS:000405297500001

2017

special issue on “recent advancements in ubiquitous computing”

journal-article

doi   10.1007/s12652-017-0476-6

eid   2-s2.0-85022085363

2017

fuzzy intelligent system for patients with preeclampsia in wearable devices

journal-article

doi   10.1155/2017/7838464

eid   2-s2.0-85034786009

2017

activity recognition using dynamic instance activation

journal-article

doi   10.1007/978-3-319-48799-1_9

eid   WOS:000389507400009

2016

a mobile application for easy design and testing of algorithms to monitor physical activity in the workplace

journal-article

doi   10.1155/2016/5126816

eid   WOS:000382130500001

2016

recognition of activities in resource constrained environments; reducing the computational complexity

book

doi   10.1007/978-3-319-48799-1_8

eid   2-s2.0-85009786854

2016

calculation of marketing roi in marketing mix models, from romi, to marketing-created value for shareholders, evam,cálculo del roi de marketing en modelos de marketing mix, del romi, al valor creado del marketing para los accionistas evam

journal-article

doi   10.3232/UBR.2016.V13.N4.01

eid   2-s2.0-85025066409

2016

description logic class expression learning applied to sentiment analysis

book

doi   10.1007/978-3-319-30319-2_5

eid   2-s2.0-84961671391

2016

a web system for managing and monitoring smart environments

book

doi   10.1007/978-3-319-31744-1_59

eid   2-s2.0-84973926483

2016

improving the quality of user generated data sets for activity recognition

book

doi   10.1007/978-3-319-48799-1_13

eid   2-s2.0-85009788304

2016

environment simulation for the promotion of the open data initiative

conference-paper

doi   10.1109/SMARTCOMP.2016.7501690

eid   WOS:000390715200019

2016

fuzzy intelligent system for supporting preeclampsia diagnosis from the patient biosignals

book

doi   10.1007/978-3-319-48746-5_1

eid   2-s2.0-84998631591

2016

generation of a partitioned dataset with single, interleave and multioccupancy daily living activities

book

doi   10.1007/978-3-319-26401-1_6

eid   2-s2.0-84952325571

2015

pure linguistic promethee i and ii methods for heterogeneous mcgdm problems

journal-article

doi   10.1080/18756891.2015.1001949

eid   2-s2.0-84920103704

2015

reducing the response time for activity recognition through use of prototype generation algorithms

journal-article

doi   10.1007/978-3-319-19312-0_28

eid   WOS:000380544800028

2015

a lightweight distributed architecture to integrate fuzzy relevant objects in real-time environments

book

doi   10.1007/978-3-319-26401-1_35

eid   2-s2.0-84952332331

2015

feature sub-set selection for activity recognition

book-chapter

doi   10.1007/978-3-319-19312-0_27

eid   WOS:000380544800027

2015

fuzzy linguistic olive oil sensory evaluation model based on unbalanced linguistic scales

journal-article

doi   2-s2.0-84902530938

eid   15423980

2014

flintstones: a fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions

journal-article

doi   10.1016/J.INS.2014.04.049

eid   WOS:000339132700010

2014

computational intelligence in decision making

journal-article

doi   10.1080/18756891.2014.853925

eid   2-s2.0-84886388421

2014

a fuzzy linguistic decision tools enhancement suite to solve linguistic decision making problems

conference-paper

doi   10.1142/9789814619998_0063

eid   2-s2.0-85037367508

2014

on the use of hesitant fuzzy linguistic term set in flintstones

conference-paper

doi   10.1109/FUZZ-IEEE.2014.6891799

eid   2-s2.0-84912550544

2014

a new unbalanced linguistic scale for the classification of olive oil based on the fuzzy linguistic approach

other

doi   10.1007/978-3-642-37829-4_33

eid  

2014

integration of dependent features on sensory evaluation processes

journal-article

doi   10.1007/978-3-319-08644-6_25

eid   WOS:000346721500025

2014

computación con palabras en la toma de decisiones mediante mapas cognitivos difusos

journal-article

doi   SCIELO:S2227-18992014000200002

eid  

2014

a 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria

journal-article

doi   10.1016/j.ins.2012.08.015

eid   2-s2.0-84870056680

2013

a discriminative dynamic index based on bipolar aggregation operators for supporting dynamic multi-criteria decision making

book

doi   10.1007/978-3-642-39165-1_25

eid   2-s2.0-84894110530

2013

an extended version of the fuzzy multicriteria group decision-making method in evaluation processes

other

doi   10.1007/978-3-642-31709-5_20

eid  

2012

a comparative study of heterogeneous decision analysis approaches applied to sustainable energy evaluation

journal-article

doi   10.1142/S0218488512400120

eid   2-s2.0-84863769731

2012

web based support system for integral performance appraisal

conference-paper

doi   10.1142/9789814417747_0007

eid   2-s2.0-84892666770

2012

a heterogeneous evaluation model for the assessment of sustainable energy policies

book

doi   10.1007/978-3-642-24001-0_20

eid   2-s2.0-81355139658

2011

a method based on ahp to define the quality model of quef

other

doi   WOS:000307262900085

eid  

2011

an extended hierarchical linguistic model for decision-making problems

journal-article

doi   10.1111/J.1467-8640.2011.00385.X

eid   WOS:000295014200007

2011

performance appraisal with multiple linguistic scales

book

doi   10.1142/9789814295062_0067

eid   WOS:000277046000067

2010

the rd7 mouse retina supports rod pigment regeneration and dark adaptation

journal-article

doi   WOS:000442387302159

eid  

2010

design and development of online educational games based on questions

conference-paper

doi   10.5220/0002861704840488

eid   WOS:000392459700076

2010

computing with words based on a hybrid semantic-symbolic model

book

doi   10.1142/9789814295062_0003

eid   WOS:000277046000003

2010

a heterogeneous evaluation model for assessing sustainable energy: a belgian case study

conference-paper

doi   10.1109/FUZZY.2010.5584801

eid   2-s2.0-78549244451

2010

using linguistic incomplete preference relations to cold start recommendations

journal-article

doi   10.1108/10662241011050722

eid   WOS:000280441300005

2010

an extended hierarchical linguistic model for managing integral evaluation

journal-article

doi   10.1080/18756891.2010.9727716

eid   2-s2.0-78751638320

2010

a web based evaluation support system by integral performance appraisal

conference-paper

doi   10.1109/ISKE.2010.5680769

eid   2-s2.0-79551561437

2010

reja: a georeferenced hybrid recommender system for restaurants

conference-paper

doi   10.1109/WI-IAT.2009.259

eid   WOS:000279801400046

2009

an evaluation model with unbalanced linguistic information applied to olive oil sensory evaluation

journal-article

doi   WOS:000266509100008

eid  

2009

optimizing the method for building an extended linguistic hierarchy

book

doi   10.1109/isda.2009.74

eid  

2009

a comparative analysis of symbolic linguistic computational models

conference-paper

doi   2-s2.0-84871865246

eid  

2009

extended linguistic hierarchies for dealing with multi-granular contexts in decision making

conference-paper

doi   10.1142/9789812799470_0101

eid   2-s2.0-58049135903

2008

a linguistic multigranular sensory evaluation model for olive oil

journal-article

doi   10.1080/18756891.2008.9727612

eid   2-s2.0-85024199795

2008

extended linguistic hierarchies

conference-paper

doi   10.1109/ISKE.2008.4731043

eid   WOS:000262437400156

2008

a knowledge based recommender system with multigranular linguistic information

journal-article

doi   10.2991/ijcis.2008.1.3.4

eid   2-s2.0-70449534415

2008

improving the effectiveness of knowledge based recommender systems using incomplete linguistic preference relations

journal-article

doi   10.1142/S0218488508005479

eid   2-s2.0-51449110151

2008

a knowledge based recommender system with multigranular hierarchical linguistic contexts

conference-paper

doi   10.1142/9789812799470_0140

eid   2-s2.0-58049139477

2008

a knowledge based recommender system based on consistent preference relations

book

doi   10.1007/978-3-540-78308-4_6

eid   2-s2.0-42449150472

2008

a fuzzy model for olive oil sensory evaluation

journal-article

doi   10.1007/978-3-540-72950-1_61

eid   WOS:000247306500061

2007

sensory evaluation model with unbalanced linguistic information

journal-article

doi   10.2991/ISKE.2007.111

eid   WOS:000252560800112

2007

sensory evaluation model with unbalanced linguistic information - art. no. 1296

journal-article

doi   10.2991/iske.2007.111

eid   WOS:000252560800112

2007