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Esteban García-Cuesta
Esteban García-Cuesta
Associate Professor, Departamento de Inteligencia Artificial, Universidad Politécnica de Madrid
Verified email at upm.es - Homepage
Title
Cited by
Year
An Interpretable Rule Creation Method for Black-Box Models based on Surrogate Trees--SRules
MP Verdasco, E García-Cuesta
arXiv preprint arXiv:2407.20070, 2024
2024
An Interpretable Rule Creation Method for Black-Box Models based on Surrogate Trees--SRules
M Parrón Verdasco, E García-Cuesta
arXiv e-prints, arXiv: 2407.20070, 2024
2024
Explainable Risk Prediction on Streaming Data: a LSTMs application to SARS-CoV-2 Patients
E García-Cuesta, J Huertas-Tato, P Cardinal-Fernandez, J Barberán
2024 IEEE International Conference on Evolving and Adaptive Intelligent …, 2024
2024
On the transferability of local model‐agnostic explanations of machine learning models to unseen data
AML González, E García-Cuesta
2024 IEEE International Conference on Evolving and Adaptive Intelligent …, 2024
12024
Combination of Weak Learners eXplanations to Improve Random Forest eXplicability Robustness
R Pala, E García-Cuesta
arXiv preprint arXiv:2402.19025, 2024
2024
EmoMatchSpanishDB: study of speech emotion recognition machine learning models in a new Spanish elicited database
E Garcia-Cuesta, AB Salvador, DG Pãez
Multimedia Tools and Applications 83 (5), 13093-13112, 2024
42024
A scoping review on the progress, applicability, and future of explainable artificial intelligence in medicine
R González-Alday, E García-Cuesta, CA Kulikowski, V Maojo
Applied Sciences 13 (19), 10778, 2023
72023
GAMIFICA - CONTINUOUS LEARNING THROUGH GAMIFICATION MECHANISMS FOR MACHINE LEARNING
JB E. García-Cuesta, E. Serrano, A.M. López, I. Garrido Cerezo, R. Valle, B ...
15th International Conference on Education and New Learning Technologies …, 2023
1*2023
A combination of supervised dimensionality reduction and learning methods to forecast solar radiation
E García-Cuesta, R Aler, D Pózo-Vázquez, IM Galván
Applied Intelligence 53 (11), 13053-13066, 2023
112023
EMOLEARN-" Las aventuras de Marco"-A Serious Game to train emotions to children with ASD
A Barba, V Rufo, G Iandolo, E García-Cuesta
2022
A Domain-Adaptable Heterogeneous Information Integration Platform: Tourism and Biomedicine Domains
RM Gil, M de Buenaga Rodríguez, FA Galisteo, DG Páez, ...
Information 12 (11), 435, 2021
22021
Clinical characteristics and outcomes of 1,331 patients with COVID-19: HM Spanish Cohort
P Cardinal-Fernández, E García-Cuesta, J Barberán, et al.
Rev Esp Quimioter., 2021
52021
Physiological Reactions in the Therapist and Turn-Taking during Online Psychotherapy with Children and Adolescents with Autism Spectrum Disorder
L López-Florit, E García-Cuesta, L Gracia-Expósito, G García-García, ...
Brain sciences 11 (5), 586, 2021
22021
Detection of SARS-CoV-2 infection in human nasopharyngeal samples by combining MALDI-TOF MS and artificial intelligence
M Deulofeu, E García-Cuesta, EM Peña-Méndez, JE Conde, ...
Frontiers in Medicine 8, 661358, 2021
332021
An Adaptive Cognitive Model to Integrate Machine Learning and Visual Streaming Data
E García-Cuesta, JM López-López, D Gómez-Vergel, J Huertas-Tato
15th International Conference on Soft Computing Models in Industrial and …, 2021
2021
Prediction of opinion keywords and their sentiment strength score using latent space learning methods
E García-Cuesta, D Gómez-Vergel, L Gracia-Expósito, JM López-López, ...
Applied Sciences 10 (12), 4196, 2020
12020
Artificial Intelligent Ethics in the Digital Era: an Engineering Ethical Framework Proposal
E García-Cuesta
arXiv preprint arXiv:2002.07734, 2020
12020
Inteligencia Artificial: Presente y futuro
E García Cuesta
2020
Crowdsourcing roles, methods and tools for data-intensive disaster management
M Poblet, E García-Cuesta, P Casanovas
Information Systems Frontiers 20 (6), 1363-1379, 2018
1242018
Indexing execution patterns in workflow provenance graphs through generalized Trie structures
E García-Cuesta, JM Gómez-Pérez
arXiv preprint arXiv:1807.07346, 2018
12018
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