Macarena Espinilla

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 58

Top Topics

Activity Recognition

Ambient Intelligence

Smart Environments

Top Venues

Publications

David Díaz-Jiménez, José Luis López Ruiz, Jesús González Lama, Macarena Espinilla
Methodology based on linguistic protoforms for activity detection in patients with type 2 diabetes mellitus. HICSS (2024)
José L. López, Macarena Espinilla, Ángeles Verdejo
Evaluation of the Impact of the Sustainable Development Goals on an Activity Recognition Platform for Healthcare Systems. Sensors 23 (7) (2023)
Jesús González Lama, Alicia Montoro, Macarena Espinilla, Juan Carlos Valera, David Gil, Jesús Peral, Magnus Johnsson
New Trends in Machine Learning Techniques for Human Activity Recognition Using Multimodal Sensors. UCAmI (1) (2023)
José Luis López Ruiz, Juan F. Gaitán Guerrero, Carmen Martínez-Cruz, David Díaz-Jiménez, Jesús González Lama, Macarena Espinilla
IoT-Driven Real-Time Glucose Monitoring: Empowering Diabetes Care and Prevention. UCAmI (2) (2023)
Macarena Espinilla, Javier Medina, Josef Hallberg, Chris D. Nugent
A new approach based on temporal sub-windows for online sensor-based activity recognition. J. Ambient Intell. Humaniz. Comput. 14 (12) (2023)
Carmen Martínez-Cruz, Juan F. Gaitan Guerrero, José Luis López Ruiz, Antonio Jesús Rueda, Macarena Espinilla
A First Approach to the Generation of Linguistic Summaries from Glucose Sensors Using GPT-4. UCAmI (2) (2023)
Alicia Montoro-Lendínez, Carmen Linares, Ana Perandrés Gómez, Alfonso Jesús Cruz, José Luis López Ruiz, Chris D. Nugent, Macarena Espinilla
Transforming Elderly Care Through Ethical and Social Evaluation of Intelligent Activity Recognition Systems in Nursing Homes. UCAmI (1) (2023)
Sandra Amador, Kelly Turbay, Alicia Montoro, Macarena Espinilla, Higinio Mora, David Gil
Meta-learning. An Approach Applied to Clinical Data. UCAmI (2) (2023)
Francisco Jesús Martínez Mimbrera, Alicia Montoro-Lendínez, José Luis López Ruiz, Miguel Damas Hermoso, Macarena Espinilla
FuzzyIoT - Platform for Descriptive Analysis of Sensor Data Stream. HICSS (2023)
D. Díaz, Javier Medina, A. Montoro, José L. López, Macarena Espinilla
Linguistic Summaries for Dwellings Energy Poverty Monitoring. UCAmI (2022)
Sixto Campaña Bastidas, Macarena Espinilla, Javier Medina Quero
Review of Ultra Wide Band (UWB) for Indoor Positioning with application to the elderly. HICSS (2022)
José Luis López Ruiz, David Díaz-Jiménez, Alicia Montoro-Lendínez, Macarena Espinilla
Initial Prototype of Low-Cost Stool Monitoring System for Early Detection of Diseases. IWBBIO (1) (2022)
Aurora Polo Rodríguez, Alicia Montoro-Lendínez, Macarena Espinilla, Javier Medina Quero
Classifying Sport-Related Human Activity from Thermal Vision Sensors Using CNN and LSTM. ICIAP Workshops (1) (2022)
Macarena Espinilla, Emiro de la Hoz Franco, Edna Bernal Monroy, Paola Ariza Colpas, Fabio Mendoza Palechor
UJA Human Activity Recognition multi-occupancy dataset. HICSS (2021)
Miguel López-Medina, Macarena Espinilla, Ian Cleland, Chris D. Nugent, Javier Medina
Fuzzy cloud-fog computing approach application for human activity recognition in smart homes. J. Intell. Fuzzy Syst. 38 (1) (2020)
Miguel López-Medina, Macarena Espinilla, Chris D. Nugent, Javier Medina Quero
Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors. Int. J. Distributed Sens. Networks 16 (5) (2020)
Alberto G. Salguero, Javier Medina, Pablo Delatorre, Macarena Espinilla
Methodology for improving classification accuracy using ontologies: application in the recognition of activities of daily living. J. Ambient Intell. Humaniz. Comput. 10 (6) (2019)
Javier Medina Quero, Federico Cruciani, Lorenzo Seidenari, Macarena Espinilla, Chris D. Nugent
Straightforward Recognition of Daily Objects in Smart Environments from Wearable Vision Sensor. PerCom Workshops (2019)
Maria Dolores Peláez-Coca, Macarena Espinilla, María Rosa Fernández Olmo, Javier Medina
Fuzzy Linguistic Protoforms to Summarize Heart Rate Streams of Patients with Ischemic Heart Disease. Complex. 2019 (2019)
Macarena Espinilla, Vladimir Villarreal, Ian R. McChesney
Ubiquitous Computing and Ambient Intelligence - UCAmI. Sensors 19 (18) (2019)
Macarena Espinilla, María Ángeles Verdejo-Espinosa, Lucia González, Chris D. Nugent, Alfonso Jesús Cruz, Javier Medina
Challenges of Ethical Evaluation Models for Intelligent Assistive Technologies. An Initial Ethical Model Based on Linguistic Decision Analysis. UCAmI (2019)
Alberto G. Salguero, Pablo Delatorre, Javier Medina, Macarena Espinilla, Antonio J. Tomeu
Ontology-Based Framework for the Automatic Recognition of Activities of Daily Living Using Class Expression Learning Techniques. Sci. Program. 2019 (2019)
Miguel López-Medina, Macarena Espinilla, Cristiano Paggeti, Javier Medina Quero
Activity Recognition for IoT Devices Using Fuzzy Spatio-Temporal Features as Environmental Sensor Fusion. Sensors 19 (16) (2019)
Kåre Synnes, Margareta Lilja, Anneli Nyman, Macarena Espinilla, Ian Cleland, Andres Gabriel Sanchez Comas, Zhoe Comas-Gonzalez, Josef Hallberg, Niklas Karvonen, Wagner Ourique de Morais, Federico Cruciani, Chris D. Nugent
Al - The Human Health and Activity Laboratory. UCAmI (2018)
Macarena Espinilla, Javier Medina, Chris D. Nugent
UCAmI Cup. Analyzing the UJA Human Activity Recognition Dataset of Activities of Daily Living. UCAmI (2018)
Emiro De la Hoz-Franco, Paola Ariza Colpas, Javier Medina Quero, Macarena Espinilla
Sensor-Based Datasets for Human Activity Recognition - A Systematic Review of Literature. IEEE Access 6 (2018)
Ian Cleland, Mark P. Donnelly, Chris D. Nugent, Josef Hallberg, Macarena Espinilla, Matias Garcia-Constantino
Collection of a Diverse, Realistic and Annotated Dataset for Wearable Activity Recognition. PerCom Workshops (2018)
Alberto G. Salguero, Macarena Espinilla
Ontology-based feature generation to improve accuracy of activity recognition in smart environments. Comput. Electr. Eng. 68 (2018)
Alberto G. Salguero, Macarena Espinilla
A flexible text analyzer based on ontologies: an application for detecting discriminatory language. Lang. Resour. Evaluation 52 (1) (2018)
Javier Medina, Macarena Espinilla, Ángel Luis García Fernández, Luis Martínez
Intelligent multi-dose medication controller for fever: From wearable devices to remote dispensers. Comput. Electr. Eng. 65 (2018)
Javier Medina Quero, Miguel López-Medina, Alberto Salguero Hidalgo, Macarena Espinilla
Predicting the Urgency Demand of COPD Patients From Environmental Sensors Within Smart Cities With High-Environmental Sensitivity. IEEE Access 6 (2018)
Javier Medina Quero, Shuai Zhang, Chris D. Nugent, Macarena Espinilla
Ensemble classifier of long short-term memory with fuzzy temporal windows on binary sensors for activity recognition. Expert Syst. Appl. 114 (2018)
Javier Medina Quero, Claire Orr, Shuai Zhang, Chris D. Nugent, Alberto Salguero, Macarena Espinilla
Real-time Recognition of Interleaved Activities Based on Ensemble Classifier of Long Short-Term Memory with Fuzzy Temporal Windows. UCAmI (2018)
Macarena Espinilla, Javier Medina, Gabriel Urzaiz, Pritpal Singh
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 6 (2018)
Alberto G. Salguero, Macarena Espinilla, Pablo Delatorre, Javier Medina
Using Ontologies for the Online Recognition of Activities of Daily Living. Sensors 18 (4) (2018)
Antonio Ramón Jiménez, Fernando Seco, Pekka Peltola, Macarena Espinilla
Location of Persons Using Binary Sensors and BLE Beacons for Ambient Assitive Living. IPIN (2018)
Javier Medina Quero, Matthew Burns, Muhammad Asif Razzaq, Chris D. Nugent, Macarena Espinilla
Detection of Falls from Non-Invasive Thermal Vision Sensors Using Convolutional Neural Networks. UCAmI (2018)
Macarena Espinilla, Javier Medina, Alberto Salguero, Naomi Irvine, Mark P. Donnelly, Ian Cleland, Chris D. Nugent
Human Activity Recognition from the Acceleration Data of a Wearable Device. Which Features Are More Relevant by Activities? UCAmI (2018)
Macarena Espinilla, Luis Martínez, Javier Medina, Chris D. Nugent
The Experience of Developing the UJAmI Smart Lab. IEEE Access 6 (2018)
Colin Shewell, Javier Medina, Macarena Espinilla, Chris D. Nugent, Mark P. Donnelly, Haiying Wang
Comparison of fiducial marker detection and object interaction in activities of daily living utilising a wearable vision sensor. Int. J. Commun. Syst. 30 (5) (2017)
Macarena Espinilla, Javier Medina, Ángel Luis García Fernández, Sixto Campaña, Jorge Londoño
Fuzzy Intelligent System for Patients with Preeclampsia in Wearable Devices. Mob. Inf. Syst. 2017 (2017)
Alberto Salguero, Macarena Espinilla
Improving Activity Classification Using Ontologies to Expand Features in Smart Environments. UCAmI (2017)
Pilar Gómez, Antonio Partal, Macarena Espinilla
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. 10 (1) (2017)
Macarena Espinilla, Jun Liu, Juan Manuel García Chamizo
Special issue on "Recent Advancements in Ubiquitous Computing". J. Ambient Intell. Humaniz. Comput. 8 (4) (2017)
Macarena Espinilla, Chris D. Nugent
Computational Intelligence for Smart Environments. Int. J. Comput. Intell. Syst. 10 (1) (2017)
Javier Medina, Macarena Espinilla, Daniel Zafra, Luis Martínez-López, Chris D. Nugent
Fuzzy Fog Computing: A Linguistic Approach for Knowledge Inference in Wearable Devices. UCAmI (2017)
Macarena Espinilla, Javier Medina, Alberto Calzada, Jun Liu, Luis Martínez, Chris D. Nugent
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology. Microprocess. Microsystems 52 (2017)
Javier Medina, Luis Martínez-López, Macarena Espinilla
Subscribing to fuzzy temporal aggregation of heterogeneous sensor streams in real-time distributed environments. Int. J. Commun. Syst. 30 (5) (2017)
Maria Dolores Peláez, Miguel López-Medina, Macarena Espinilla, Javier Medina Quero
Key Factors for Innovative Developments on Health Sensor-Based System. IWBBIO (2) (2017)
Alberto Calzada, Chris D. Nugent, Macarena Espinilla, Jonathan Synnott, Luis Martínez
Activity Recognition Using Dynamic Instance Activation. UCAmI (2) (2016)
Chris D. Nugent, Jonathan Synnott, Celeste Gabrielli, Shuai Zhang, Macarena Espinilla, Alberto Calzada, Jens Lundström, Ian Cleland, Kåre Synnes, Josef Hallberg, Susanna Spinsante, Miguel Angel Ortiz Barrios
Improving the Quality of User Generated Data Sets for Activity Recognition. UCAmI (2) (2016)
Macarena Espinilla, Sixto Campaña, Jorge Londoño, Ángel Luis García Fernández
Fuzzy Intelligent System for Supporting Preeclampsia Diagnosis from the Patient Biosignals. UCAmI (1) (2016)
Jonathan Synnott, Chris D. Nugent, Shuai Zhang, Alberto Calzada, Ian Cleland, Macarena Espinilla, Javier Medina Quero, Jens Lundström
Environment Simulation for the Promotion of the Open Data Initiative. SMARTCOMP (2016)
Daniel Zafra, Javier Medina, Luis Martínez-López, Chris D. Nugent, Macarena Espinilla
A Web System for Managing and Monitoring Smart Environments. IWBBIO (2016)
Javier Medina, Macarena Espinilla, Christopher Nugent
Real-time fuzzy linguistic analysis of anomalies from medical monitoring devices on data streams. PervasiveHealth (2016)
Susanna Spinsante, Alberto Angelici, Jens Lundström, Macarena Espinilla, Ian Cleland, Chris D. Nugent
A Mobile Application for Easy Design and Testing of Algorithms to Monitor Physical Activity in the Workplace. Mob. Inf. Syst. 2016 (2016)
Macarena Espinilla, Antonio J. Rivera, M. Dolores Pérez-Godoy, Javier Medina, Luis Martínez, Chris D. Nugent
Recognition of Activities in Resource Constrained Environments; Reducing the Computational Complexity. UCAmI (2) (2016)
Chris D. Nugent, Ian Cleland, Anita Pinheiro Sant'Anna, Macarena Espinilla, Jonathan Synnott, Oresti Banos, Jens Lundström, Josef Hallberg, Alberto Calzada
An initiative for the creation of open datasets within pervasive healthcare. PervasiveHealth (2016)
Francisco J. Quesada, Francisco Moya, Macarena Espinilla, Luis Martínez-López, Chris D. Nugent
Feature Sub-set Selection for Activity Recognition. ICOST (2015)
Francisco J. Quesada, Francisco Moya, Javier Medina, Luis Martínez-López, Chris D. Nugent, Macarena Espinilla
Generation of a Partitioned Dataset with Single, Interleave and Multioccupancy Daily Living Activities. UCAmI (2015)
Javier Medina, Francisco J. Quesada, Macarena Espinilla
A Lightweight Distributed Architecture to Integrate Fuzzy Relevant Objects in Real-Time Environments. UCAmI (2015)
Macarena Espinilla, Nesrin Halouani, Habib Chabchoub
Pure linguistic PROMETHEE I and II methods for heterogeneous MCGDM problems. Int. J. Comput. Intell. Syst. 8 (2) (2015)
Macarena Espinilla, Francisco J. Quesada, Francisco Moya, Luis Martínez-López, Chris D. Nugent
Reducing the Response Time for Activity Recognition Through use of Prototype Generation Algorithms. ICOST (2015)
Macarena Espinilla, Francisco J. Martínez, Francisco Javier Estrella Liébana
Integration of Dependent Features on Sensory Evaluation Processes. RSCTC (2014)
Francisco J. Estrella, Macarena Espinilla, Luis Martínez-López
Fuzzy Linguistic Olive Oil Sensory Evaluation Model based on Unbalanced Linguistic Scales. J. Multiple Valued Log. Soft Comput. 22 (4-6) (2014)
Francisco J. Estrella, Rosa M. Rodríguez, Macarena Espinilla, Luis Martínez-López
On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES. FUZZ-IEEE (2014)
Macarena Espinilla, Javier Montero, Juan Tinguaro Rodríguez
Computational intelligence in decision making. Int. J. Comput. Intell. Syst. 7 (sup1) (2014)
Francisco J. Estrella, Macarena Espinilla, Francisco Herrera, Luis Martínez-López
FLINTSTONES: A fuzzy linguistic decision tools enhancement suite based on the 2-tuple linguistic model and extensions. Inf. Sci. 280 (2014)
Yeleny Zulueta, Juan Martínez-Moreno, Luis Martínez, Macarena Espinilla
A Discriminative Dynamic Index Based on Bipolar Aggregation Operators for Supporting Dynamic Multi-criteria Decision Making. AGOP (2013)
Luis Martínez-López, Macarena Espinilla, Rosa M. Rodríguez
A Fresh Breeze of Excellence in Jaén. A Tribute to Prof. Dr. Da Ruan (2013)
Macarena Espinilla, Rocío de Andrés, Francisco J. Martínez, Luis Martínez-López
A 360-degree performance appraisal model dealing with heterogeneous information and dependent criteria. Inf. Sci. 222 (2013)
Macarena Espinilla, Jie Lu, Jun Ma, Luis Martínez-López
An Extended Version of the Fuzzy Multicriteria Group Decision-Making Method in Evaluation Processes. IPMU (1) (2012)
Macarena Espinilla, Rocío de Andrés, Francisco J. Martínez, Luis Martínez
A Heterogeneous Evaluation Model for the Assessment of Sustainable Energy Policies. Eurofuse (2011)
Macarena Espinilla, Jun Liu, Luis Martínez-López
An Extended Hierarchical Linguistic Model for Decision-Making Problems. Comput. Intell. 27 (3) (2011)
Rocío de Andrés, Macarena Espinilla, Luis Martínez-López
An Extended Hierarchical Linguistic Model for Managing Integral Evaluation. Int. J. Comput. Intell. Syst. 3 (4) (2010)
Macarena Espinilla, Da Ruan, Jun Liu, Luis Martínez-López
A heterogeneous evaluation model for assessing sustainable energy: A Belgian case study. FUZZ-IEEE (2010)
Rosa M. Rodríguez, Macarena Espinilla, Pedro J. Sánchez, Luis Martínez-López
Using linguistic incomplete preference relations to cold start recommendations. Internet Res. 20 (3) (2010)
Macarena Espinilla, Francisco J. Martínez, Luis Martínez
A Web based evaluation support system by integral performance appraisal. ISKE (2010)
Macarena Espinilla, Iván Palomares, Humberto Bustince
Design and Development of Online Educational Games based on Questions. CSEDU (2) (2010)
Rosa M. Rodríguez, Luis Martínez-López, Macarena Espinilla
A Comparative Analysis of Symbolic Linguistic Computational Models. IFSA/EUSFLAT Conf. (2009)
Macarena Espinilla, Rosa M. Rodríguez, Luis Martínez-López, Francisco Mata, Jun Liu
Optimizing the Method for Building an Extended Linguistic Hierarchy. ISDA (2009)
Luis Martínez-López, Macarena Espinilla, Jun Liu, Luis G. Pérez, Pedro J. Sánchez
An Evaluation Model with Unbalanced Linguistic Information Applied to Olive Oil Sensory Evaluation. J. Multiple Valued Log. Soft Comput. 15 (2-3) (2009)
Luis Martínez-López, Rosa M. Rodríguez, Macarena Espinilla
REJA: A Georeferenced Hybrid Recommender System for Restaurants. Web Intelligence/IAT Workshops (2009)
Luis Martínez-López, Macarena Espinilla, Luis G. Pérez
A Linguistic Multigranular Sensory Evaluation Model for Olive Oil. Int. J. Comput. Intell. Syst. 1 (2) (2008)
Luis Martínez, Macarena Espinilla, Jun Liu
Extended linguistic hierarchies. ISKE (2008)
Luis Martínez-López, Luis G. Pérez, Manuel J. Barranco, Macarena Espinilla
Improving the Effectiveness of Knowledge Based Recommender Systems Using Incomplete Linguistic Preference Relations. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 16 (Supplement-2) (2008)
Luis Martínez-López, Manuel J. Barranco, Luis G. Pérez, Macarena Espinilla
A Knowledge Based Recommender System with Multigranular Linguistic Information. Int. J. Comput. Intell. Syst. 1 (3) (2008)
Luis Martínez-López, Luis G. Pérez, Jun Liu, Macarena Espinilla
A Fuzzy Model for Olive Oil Sensory Evaluation. IFSA (1) (2007)