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David Gil Méndez
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2020 – today
- 2024
[j34]Oresti Banos, Zhoe Comas-Gonzalez
, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga:
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. Int. J. Medical Informatics 187: 105469 (2024)- [j33]Antonio Ferrández, Rocío Lavigne-Cerván, Jesús Peral, Ignasi Navarro-Soria, Ángel Lloret, David Gil, Carmen Rocamora:
CuentosIE: can a chatbot about "tales with a message" help to teach emotional intelligence? PeerJ Comput. Sci. 10: e1866 (2024) - [i2]Antonio Ferrández, Rocío Lavigne-Cerván, Jesús Peral, Ignasi Navarro-Soria, Ángel Lloret, David Gil, Carmen Rocamora:
CuentosIE: can a chatbot about "tales with a message" help to teach emotional intelligence? CoRR abs/2403.07193 (2024) - [i1]Oresti Banos, Zhoe Comas-Gonzalez, Javier Medina, Aurora Polo Rodríguez, David Gil, Jesús Peral, Sandra Amador, Claudia Villalonga:
Sensing technologies and machine learning methods for emotion recognition in autism: Systematic review. CoRR abs/2407.04712 (2024) - 2023
- [c31]Anthony Stell, Vedant Chauhan, Sandra Amador, Felix Beuschlein, Judith Favier, David Gil, Philip Greenwood, Ronald de Krijger, Matthias Kroiss, Samanta Ortuno, Attila Patocs, Axel Walch:
Novel Distributed Informatics Platform to Support Machine Learning Discovery of Metabolic Biomarkers in Hypoxia Predisposition. HEALTHINF 2023: 105-116 - [c30]Sandra Amador, José Perona, Claudia Villalonga, Jorge Azorin, Oresti Banos, David Gil:
Deep Learning Approaches Applied to MRI and PET Image Classification of Kidney Tumours: A Systematic Review. IWANN (2) 2023: 254-265 - [c29]Oresti Banos, David Gil, Javier Medina, Adrian Sanchez, Claudia Villalonga:
A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition. IWANN (1) 2023: 473-482 - [c28]Tamai Ramírez-Gordillo, Higinio Mora, Antonio Maciá-Lillo, Sandra Amador, David Gil:
Human-Centric Solutions and AI in the Smart City Context: The Industry 5.0 Perspective. RIIFORUM 2023: 193-203 - [c27]Sandra Amador, Higinio Mora, David Gil, Tamai Ramírez-Gordillo:
Meta-Learning on Clinical Data for Diagnosis Support Systems: A Systematic Review. RIIFORUM 2023: 751-759 - [c26]Vanessa Ramos, Tania Mondéjar, Antonio Ferrández, Jesús Peral, David Gil, Higinio Mora:
A Model to Support the Prediction of Indicators in the Diagnosis and Intervention of Autism Spectrum Disorder. UCAmI (2) 2023: 69-75 - [c25]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: 94-99 - [c24]Sandra Amador, Kelly Turbay, Alicia Montoro, Macarena Espinilla, Higinio Mora, David Gil:
Meta-learning. An Approach Applied to Clinical Data. UCAmI (2) 2023: 240-251 - 2022
- [j32]Jon González-Ramos, Noelia Uribe-Pérez, Alberto Sendin, David Gil, David de la Vega, Igor Fernandez, Ignacio Javier Núñez:
Upgrading the Power Grid Functionalities with Broadband Power Line Communications: Basis, Applications, Current Trends and Challenges. Sensors 22(12): 4348 (2022) - [c23]Ángel Lloret, Juan Carlos Valera, David Gil, Jesús Peral, Antonio Ferrández, Sandra Amador:
Challenges and Opportunities for the Recognition of Human Activity in Supervised Flats. UCAmI 2022: 729-734 - [c22]María del Mar Guillén, Sandra Amador, Jesús Peral, David Gil, Aya Elouali:
Overcoming the Lack of Data to Improve Prediction and Treatment of Individuals with Autistic Spectrum Disorder and Attention Deficit Hyperactivity Disorder. UCAmI 2022: 760-771 - 2021
- [c21]Jan Majkutewicz, Julian Szymanski, Andrzej Sobecki, Higinio Mora, David Gil:
Embedded Representations of Wikipedia Categories. CEC 2021: 660-665 - [c20]Aurora Polo Rodríguez, Javier Medina Quero, Magnus Johnsson, David Gil, Ignasi Navarro:
A Mobile Application with Geolocation and Virtual Rewards for Promoting Social Skills in People with Social Disorders. RIIFORUM 2021: 79-87 - [c19]Luis Naranjo-Zeledón, Mario Chacón-Rivas, Jesús Peral, Antonio Ferrández, David Gil:
Improvement of a Sign Language Learning Reinforcement Tool Through Phonological Proximity. RIIFORUM 2021: 99-107 - [c18]David Gil, Magnus Johnsson, Julian Szymanski, Jesús Peral, Mohan Tanniru:
Architecture Based on Machine Learning Techniques and Data Mining for Prediction of Indicators in the Diagnosis and Intervention of Autistic Spectrum Disorder. RIIFORUM 2021: 133-140 - 2020
- [j31]Diego Buenaño-Fernández, Mario González, David Gil, Sergio Luján-Mora:
Text Mining of Open-Ended Questions in Self-Assessment of University Teachers: An LDA Topic Modeling Approach. IEEE Access 8: 35318-35330 (2020) - [j30]Andrzej Sobecki, Julian Szymanski, David Gil, Higinio Mora:
Framework for Integration Decentralized and Untrusted Multi-Vendor IoMT Environments. IEEE Access 8: 108102-108112 (2020) - [j29]Rafael Muñoz-Terol, Alejandro Reina, Saber Ziaei, David Gil:
A Machine Learning Approach to Reduce Dimensional Space in Large Datasets. IEEE Access 8: 148181-148192 (2020) - [c17]Aurora Polo Rodríguez, David Gil, Chris D. Nugent, Javier Medina Quero:
In-Bed Posture Classification from Pressure Mat Sensors for the Prevention of Pressure Ulcers Using Convolutional Neural Networks. IWBBIO 2020: 338-349
2010 – 2019
- 2019
- [j28]Jesús Peral Cortés, Antonio Ferrández, Higinio Mora Mora, David Gil, Erick Kauffmann:
A Review of the Analytics Techniques for an Efficient Management of Online Forums: An Architecture Proposal. IEEE Access 7: 12220-12240 (2019) - [j27]Higinio Mora Mora, Jesús Peral Cortés, Antonio Ferrández Rodríguez, David Gil, Julian Szymanski:
Distributed Architectures for Intensive Urban Computing: A Case Study on Smart Lighting for Sustainable Cities. IEEE Access 7: 58449-58465 (2019) - [j26]David Gil, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski:
Advances in Architectures, Big Data, and Machine Learning Techniques for Complex Internet of Things Systems. Complex. 2019: 4184708:1-4184708:3 (2019) - [j25]David Gil, Magnus Johnsson, Higinio Mora Mora, Julian Szymanski:
Review of the Complexity of Managing Big Data of the Internet of Things. Complex. 2019: 4592902:1-4592902:12 (2019) - [j24]Andrzej Sobecki, Julian Szymanski, David Gil, Higinio Mora:
Deep learning in the fog. Int. J. Distributed Sens. Networks 15(8) (2019) - [c16]Tymoteusz Cejrowski, Julian Szymanski, Andrzej Sobecki, David Gil, Higinio Mora:
Low-Power WSN System for Honey Bee Monitoring. ICMU 2019: 1-6 - [c15]Diego Buenaño-Fernández, Sergio Luján-Mora, David Gil:
A Hybrid Machine Learning Approach for the Prediction of Grades in Computer Engineering Students. RIIFORUM 2019: 125-134 - [c14]Erick Kauffmann, David Gil, Jesús Peral, Antonio Ferrández, Ricardo Sellers:
A Step Further in Sentiment Analysis Application in Marketing Decision-Making. RIIFORUM 2019: 211-221 - [c13]Daniel Cortés, David Gil, Jorge Azorín López:
Fire Science Living Lab for Flashover Prediction. UCAmI 2019: 87 - 2018
- [j23]Jesús Peral Cortés, Antonio Ferrández Rodríguez, David Gil, Rafael Muñoz-Terol, Higinio Mora Mora:
An Ontology-Oriented Architecture for Dealing With Heterogeneous Data Applied to Telemedicine Systems. IEEE Access 6: 41118-41138 (2018) - [j22]David Gil, Jose Luis Girela, Jorge Azorín López, Alba De Juan, Joaquín de Juan:
Identifying central and peripheral nerve fibres with an artificial intelligence approach. Appl. Soft Comput. 67: 276-285 (2018) - [j21]José Francisco Colom López, David Gil, Higinio Mora Mora, Bruno Volckaert, Antonio Jimeno-Morenilla:
Scheduling framework for distributed intrusion detection systems over heterogeneous network architectures. J. Netw. Comput. Appl. 108: 76-86 (2018) - [j20]Higinio Mora Mora, María Teresa Signes Pont, David Gil, Magnus Johnsson:
Collaborative Working Architecture for IoT-Based Applications. Sensors 18(6): 1676 (2018) - [c12]Tymoteusz Cejrowski, Julian Szymanski, Higinio Mora Mora, David Gil:
Detection of the Bee Queen Presence Using Sound Analysis. ACIIDS (2) 2018: 297-306 - [c11]Jakub Atroszko, Julian Szymanski, David Gil, Higinio Mora Mora:
Text Categorization Improvement via User Interaction. ICAISC (2) 2018: 265-275 - [c10]Antonio Ferrández, Jesús Peral, Higinio Mora Mora, David Gil:
Architecture for Efficient String Dictionaries in E-Learning. UCAmI 2018: 1251 - 2017
- [j19]José Francisco Colom López, Higinio Mora Mora, David Gil, María Teresa Signes Pont:
Collaborative building of behavioural models based on internet of things. Comput. Electr. Eng. 58: 385-396 (2017) - [j18]Higinio Mora Mora, José Francisco Colom López, David Gil, Antonio Jimeno-Morenilla:
Distributed computational model for shared processing on Cyber-Physical System environments. Comput. Commun. 111: 68-83 (2017) - [j17]David Gil, Il-Yeol Song, José Francisco Aldana Montes, Juan Trujillo:
Big Data. New approaches of modelling and management. Comput. Stand. Interfaces 54: 61-63 (2017) - [j16]Higinio Mora Mora, David Gil, Rafael M. Terol, Jorge Azorín López, Julian Szymanski:
An IoT-Based Computational Framework for Healthcare Monitoring in Mobile Environments. Sensors 17(10): 2302 (2017) - [c9]Higinio Mora Mora, María Teresa Signes Pont, David Gil Méndez, Francisco Javier Ferrández Pastor:
A Proposal for a Distributed Computational Framework in IoT Context. UCAmI 2017: 194-200 - 2016
- [j15]David Gil, Juan Trujillo, Il-Yeol Song:
Big Data trends: Modelling, Management and Visualization. Expert Syst. J. Knowl. Eng. 33(4): 362-363 (2016) - [j14]David Gil, Il-Yeol Song:
Modeling and Management of Big Data: Challenges and opportunities. Future Gener. Comput. Syst. 63: 96-99 (2016) - [j13]Alejandro Maté, Jesús Peral, Antonio Ferrández, David Gil, Juan Trujillo:
A hybrid integrated architecture for energy consumption prediction. Future Gener. Comput. Syst. 63: 131-147 (2016) - [j12]David Gil, Antonio Ferrández, Higinio Mora Mora, Jesús Peral:
Internet of Things: A Review of Surveys Based on Context Aware Intelligent Services. Sensors 16(7): 1069 (2016) - 2015
- [j11]María Teresa Signes Pont, Higinio Mora Mora, Jorge Azorín López, David Gil Méndez:
A Belief System's Organization Based on a Computational Model of the Dynamic Context: First Approximation. Cybern. Syst. 46(6-7): 470-483 (2015) - [j10]Alejandro Maté, Hector Llorens, Elisa de Gregorio, Roberto Tardío, David Gil, Rafael Muñoz-Terol, Juan Trujillo:
A Novel Multidimensional Approach to Integrate Big Data in Business Intelligence. J. Database Manag. 26(2): 14-31 (2015) - [j9]Higinio Mora Mora, David Gil, José Francisco Colom López, María Teresa Signes Pont:
Flexible Framework for Real-Time Embedded Systems Based on Mobile Cloud Computing Paradigm. Mob. Inf. Syst. 2015: 652462:1-652462:14 (2015) - [j8]David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson:
SARASOM: a supervised architecture based on the recurrent associative SOM. Neural Comput. Appl. 26(5): 1103-1115 (2015) - [j7]Higinio Mora Mora, Virgilio Gilart-Iglesias, David Gil, Alejandro Sirvent-Llamas:
A Computational Architecture Based on RFID Sensors for Traceability in Smart Cities. Sensors 15(6): 13591-13626 (2015) - 2013
- [j6]Antonio Soriano Payá, Daniel Ruiz Fernández, David Gil Méndez, Juan Manuel García Chamizo, Francisco Maciá Pérez:
Mathematical modelling of the lower urinary tract. Comput. Methods Programs Biomed. 109(3): 323-338 (2013) - [d1]David Gil, Jose Luis Girela:
Fertility. UCI Machine Learning Repository, 2013
- 2012
- [j5]David Gil Méndez, Jose Luis Girela, Joaquín de Juan, M. Jose Gomez-Torres, Magnus Johnsson:
Predicting seminal quality with artificial intelligence methods. Expert Syst. Appl. 39(16): 12564-12573 (2012) - [j4]Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson:
Using GNG to improve 3D feature extraction - Application to 6DoF egomotion. Neural Networks 32: 138-146 (2012) - [c8]David Gil, Juan Trujillo, Il-Yeol Song:
First International Workshop on Modeling for Data-Intensive Computing. ER Workshops 2012: 99 - 2011
- [j3]David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández:
Modelling of urological dysfunctions with neurological etiology by means of their centres involved. Appl. Soft Comput. 11(8): 4448-4457 (2011) - [c7]Diego Viejo, José García Rodríguez, Miguel Cazorla, David Gil Méndez, Magnus Johnsson:
Using 3D GNG-based reconstruction for 6DoF egomotion. IJCNN 2011: 1042-1048 - [c6]David Gil Méndez, José García Rodríguez, Miguel Cazorla, Magnus Johnsson:
Predictions tasks with words and sequences: Comparing a novel recurrent architecture with the Elman network. IJCNN 2011: 1207-1213 - [c5]Magnus Johnsson, David Gil Méndez, Germund Hesslow, Christian Balkenius:
Internal Simulation in a Bimodal System. SCAI 2011: 173-182 - 2010
- [j2]David Gil Méndez, Magnus Johnsson:
Using support vector machines in diagnoses of urological dysfunctions. Expert Syst. Appl. 37(6): 4713-4718 (2010) - [c4]David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández:
Decision Support System for the Diagnosis of Urological Dysfunctions Based on Fuzzy Logic. DCAI 2010: 425-433
2000 – 2009
- 2009
- [j1]David Gil Méndez, Magnus Johnsson, Juan Manuel García Chamizo, Antonio Soriano Payá, Daniel Ruiz Fernández:
Application of artificial neural networks in the diagnosis of urological dysfunctions. Expert Syst. Appl. 36(3): 5754-5760 (2009) - 2008
- [c3]David Gil Méndez, Magnus Johnsson, Antonio Soriano Payá, Daniel Ruiz Fernández:
Artificial Neural Networks for Diagnoses of Dysfunctions in Urology. HEALTHINF (2) 2008: 191-196 - 2007
- [c2]David Gil, Antonio Soriano Payá, Daniel Ruiz Fernández, Carlos Alberto Montejo Hernández:
Embedded system for diagnosing dysfunctions in the lower urinary tract. SAC 2007: 1695-1699 - 2006
- [c1]Antonio Soriano Payá, Daniel Ruiz Fernández, David Gil Méndez, Carlos Alberto Montejo Hernández:
Development of an artificial neural network for helping to diagnose diseases in urology. BIONETICS 2006: 9
Coauthor Index
Jesús Peral Cortés
aka: Jesús Peral
aka: Jesús Peral
Higinio Mora Mora
aka: Higinio Mora
aka: Higinio Mora
Antonio Ferrández Rodríguez
aka: Antonio Ferrández
aka: Antonio Ferrández
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