Macarena Espinilla

Orcid: 0000-0003-1118-7782

Affiliations:
  • University of Jaén, Department of Computer Science


According to our database1, Macarena Espinilla authored at least 108 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Methodology based on linguistic protoforms for activity detection in patients with type 2 diabetes mellitus.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
A new approach based on temporal sub-windows for online sensor-based activity recognition.
J. Ambient Intell. Humaniz. Comput., December, 2023

OBLEA: A New Methodology to Optimise Bluetooth Low Energy Anchors in Multi-occupancy Location Systems.
J. Univers. Comput. Sci., June, 2023

Evaluation of the Impact of the Sustainable Development Goals on an Activity Recognition Platform for Healthcare Systems.
Sensors, April, 2023

Engineering and Technology Education in University Studies: Driving Digital, Sustainable, and Resilient Development - A Case Study in Andalusia, Spain.
IEEE Access, 2023

ACTIVA: Innovation in Quality of Care for Nursing Homes Through Activity Recognition.
IEEE Access, 2023

IoT-Driven Real-Time Glucose Monitoring: Empowering Diabetes Care and Prevention.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Using Generative AI to Assist with Technology Adoption Assessment.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Shedding Light on the Energy Usage of Activity Recognition Systems in Homes.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Transforming Elderly Care Through Ethical and Social Evaluation of Intelligent Activity Recognition Systems in Nursing Homes.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Monitoring Environments with New Generation Devices.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

A First Approach to the Generation of Linguistic Summaries from Glucose Sensors Using GPT-4.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

New Trends in Machine Learning Techniques for Human Activity Recognition Using Multimodal Sensors.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Unifying Wearable Data: A Novel Architecture Integrating Fitbit Wristbands and Smartphones for Enhanced Data Availability and Linguistic Summaries.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Meta-learning. An Approach Applied to Clinical Data.
Proceedings of the 15th International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2023), 2023

Advanced Home-Based Diabetes Monitoring System: Initial Real-World Experiences.
Proceedings of the Advances in Computational Intelligence, 2023

FuzzyIoT - Platform for Descriptive Analysis of Sensor Data Stream.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022
Past, Present and Future of Research on Wearable Technologies for Healthcare: A Bibliometric Analysis Using Scopus.
Sensors, 2022

Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community.
J. Univers. Comput. Sci., 2022

Linguistic Summaries for Dwellings Energy Poverty Monitoring.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022

Initial Prototype of Low-Cost Stool Monitoring System for Early Detection of Diseases.
Proceedings of the Bioinformatics and Biomedical Engineering, 2022

Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home.
Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly.
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Classification of Food Types in a Box with Gas Sensors Using a Machine Learning Method. Case Study of Intelligent Electronic Nose.
Proceedings of the Advanced Research in Technologies, Information, Innovation and Sustainability, 2022

2021
Application of IoT in Healthcare: Keys to Implementation of the Sustainable Development Goals.
Sensors, 2021

UJA Human Activity Recognition multi-occupancy dataset.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020
Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors.
IEEE J. Biomed. Health Informatics, 2020

A New Architecture Based on IoT and Machine Learning Paradigms in Photovoltaic Systems to Nowcast Output Energy.
Sensors, 2020

Fuzzy cloud-fog computing approach application for human activity recognition in smart homes.
J. Intell. Fuzzy Syst., 2020

Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing.
J. Biomed. Informatics, 2020

Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors.
Int. J. Distributed Sens. Networks, 2020

2019
Ontology-Based Framework for the Automatic Recognition of Activities of Daily Living Using Class Expression Learning Techniques.
Sci. Program., 2019

Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion.
Sensors, 2019

Ubiquitous Computing and Ambient Intelligence - UCAmI.
Sensors, 2019

Methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living.
J. Ambient Intell. Humaniz. Comput., 2019

Fuzzy Linguistic Protoforms to Summarize Heart Rate Streams of Patients with Ischemic Heart Disease.
Complex., 2019

Intelligent System for the Prevention of Pressure Ulcers by Monitoring Postural Changes with Wearable Inertial Sensors.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019

Challenges of Ethical Evaluation Models for Intelligent Assistive Technologies. An Initial Ethical Model Based on Linguistic Decision Analysis.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019

Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor.
Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops, 2019

2018
Using Ontologies for the Online Recognition of Activities of Daily Living.
Sensors, 2018

A flexible text analyzer based on ontologies: an application for detecting discriminatory language.
Lang. Resour. Evaluation, 2018

Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition.
Expert Syst. Appl., 2018

Ontology-based feature generation to improve accuracy of activity recognition in smart environments.
Comput. Electr. Eng., 2018

Intelligent multi-dose medication controller for fever: From wearable devices to remote dispensers.
Comput. Electr. Eng., 2018

Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity.
IEEE Access, 2018

Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature.
IEEE Access, 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.
IEEE Access, 2018

The Experience of Developing the UJAmI Smart Lab.
IEEE Access, 2018

H<sup>2</sup>Al - The Human Health and Activity Laboratory.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities?
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living.
Proceedings of the 12th International Conference on Ubiquitous Computing and Ambient Intelligence, 2018

Computer Vision-Based Gait Velocity from Non-Obtrusive Thermal Vision Sensors.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Collection of a Diverse, Realistic and Annotated Dataset for Wearable Activity Recognition.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Location of Persons Using Binary Sensors and BLE Beacons for Ambient Assitive Living.
Proceedings of the 2018 International Conference on Indoor Positioning and Indoor Navigation, 2018

2017
Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices.
Sensors, 2017

Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices.
Mob. Inf. Syst., 2017

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology.
Microprocess. Microsystems, 2017

Special issue on "Recent Advancements in Ubiquitous Computing".
J. Ambient Intell. Humaniz. Comput., 2017

Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor.
Int. J. Commun. Syst., 2017

Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments.
Int. J. Commun. Syst., 2017

Classification of the risk in the new financing framework of the Deposit Guarantee Systems in Europe: K-Means Cluster Analysis and Soft Computing.
Int. J. Comput. Intell. Syst., 2017

Computational Intelligence for Smart Environments.
Int. J. Comput. Intell. Syst., 2017

Improving Activity Classification Using Ontologies to Expand Features in Smart Environments.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2017

Key Factors for Innovative Developments on Health Sensor-Based System.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016
Description Logic Class Expression Learning Applied to Sentiment Analysis.
Proceedings of the Sentiment Analysis and Ontology Engineering, 2016

A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace.
Mob. Inf. Syst., 2016

Improving the Quality of User Generated Data Sets for Activity Recognition.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Fuzzy Intelligent System for Supporting Preeclampsia Diagnosis from the Patient Biosignals.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Activity Recognition Using Dynamic Instance Activation.
Proceedings of the Ubiquitous Computing and Ambient Intelligence, 2016

Environment Simulation for the Promotion of the Open Data Initiative.
Proceedings of the 2016 IEEE International Conference on Smart Computing, 2016

An initiative for the creation of open datasets within pervasive healthcare.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

Real-time fuzzy linguistic analysis of anomalies from medical monitoring devices on data streams.
Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

A Web System for Managing and Monitoring Smart Environments.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016

2015
Pure linguistic PROMETHEE I and II methods for heterogeneous MCGDM problems.
Int. J. Comput. Intell. Syst., 2015

Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Sensing, Processing, and Using Environmental Information, 2015

Feature Sub-set Selection for Activity Recognition.
Proceedings of the Inclusive Smart Cities and e-Health, 2015

Reducing the Response Time for Activity Recognition Through use of Prototype Generation Algorithms.
Proceedings of the Inclusive Smart Cities and e-Health, 2015

2014
Fuzzy Linguistic Olive Oil Sensory Evaluation Model based on Unbalanced Linguistic Scales.
J. Multiple Valued Log. Soft Comput., 2014

FLINTSTONES: A fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions.
Inf. Sci., 2014

Computational intelligence in decision making.
Int. J. Comput. Intell. Syst., 2014

Integration of Dependent Features on Sensory Evaluation Processes.
Proceedings of the Rough Sets and Current Trends in Computing, 2014

On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2013
A 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria.
Inf. Sci., 2013

A Fresh Breeze of Excellence in Jaén.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013

A Discriminative Dynamic Index Based on Bipolar Aggregation Operators for Supporting Dynamic Multi-criteria Decision Making.
Proceedings of the Aggregation Functions in Theory and in Practise, 2013

2012
An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes.
Proceedings of the Advances on Computational Intelligence, 2012

2011
An Extended Hierarchical Linguistic Model for Decision-Making Problems.
Comput. Intell., 2011

A Heterogeneous Evaluation Model for the Assessment of Sustainable Energy Policies.
Proceedings of the Eurofuse 2011, 2011

2010
Using linguistic incomplete preference relations to cold start recommendations.
Internet Res., 2010

An Extended Hierarchical Linguistic Model for Managing Integral Evaluation.
Int. J. Comput. Intell. Syst., 2010

A Web based evaluation support system by integral performance appraisal.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

A heterogeneous evaluation model for assessing sustainable energy: A Belgian case study.
Proceedings of the FUZZ-IEEE 2010, 2010

Design and Development of Online Educational Games based on Questions.
Proceedings of the CSEDU 2010 - Proceedings of the Second International Conference on Computer Supported Education, Valencia, Spain, April 7-10, 2010, 2010

2009
An Evaluation Model with Unbalanced Linguistic Information Applied to Olive Oil Sensory Evaluation.
J. Multiple Valued Log. Soft Comput., 2009

Optimizing the Method for Building an Extended Linguistic Hierarchy.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

REJA: A Georeferenced Hybrid Recommender System for Restaurants.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2009

A Comparative Analysis of Symbolic Linguistic Computational Models.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
Improving the Effectiveness of Knowledge Based Recommender Systems Using Incomplete Linguistic Preference Relations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2008

A Linguistic Multigranular Sensory Evaluation Model for Olive Oil.
Int. J. Comput. Intell. Syst., 2008

A Knowledge Based Recommender System with Multigranular Linguistic Information.
Int. J. Comput. Intell. Syst., 2008

Extended linguistic hierarchies.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

2007
A Fuzzy Model for Olive Oil Sensory Evaluation.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007


  Loading...