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Sergio González Vázquez
Sergio González Vázquez
PhD on Information & Communications Technology. Department of Computer Science and Artificial
Verified email at decsai.ugr.es
Title
Cited by
Cited by
Year
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
S González, S García, J Del Ser, L Rokach, F Herrera
Information Fusion 64, 205-237, 2020
3822020
KEEL 3.0: an open source software for multi-stage analysis in data mining
I Triguero, S González, JM Moyano, S García, J Alcalá-Fdez, J Luengo, ...
International Journal of Computational Intelligence Systems 10 (1), 1238-1249, 2017
2872017
Evolutionary fuzzy rule-based methods for monotonic classification
J Alcalá-Fdez, R Alcalá, S González, Y Nojima, S García
IEEE Transactions on Fuzzy Systems 25 (6), 1376-1390, 2017
532017
Monotonic random forest with an ensemble pruning mechanism based on the degree of monotonicity
S González, F Herrera, S García
New Generation Computing 33, 367-388, 2015
502015
Class switching according to nearest enemy distance for learning from highly imbalanced data-sets
S Gónzalez, S García, M Lázaro, AR Figueiras-Vidal, F Herrera
Pattern Recognition 70, 12-24, 2017
462017
DRCW-ASEG: One-versus-one distance-based relative competence weighting with adaptive synthetic example generation for multi-class imbalanced datasets
ZL Zhang, XG Luo, S González, S García, F Herrera
Neurocomputing 285, 176-187, 2018
392018
A benchmark for machine-learning based non-invasive blood pressure estimation using photoplethysmogram
S González, WT Hsieh, TPC Chen
Scientific Data 10 (1), 149, 2023
342023
Preprocessing methodology for time series: An industrial world application case study
JA Cortés-Ibáñez, S González, JJ Valle-Alonso, J Luengo, S García, ...
Information sciences 514, 385-401, 2020
282020
Chain based sampling for monotonic imbalanced classification
S González, S García, ST Li, F Herrera
Information Sciences 474, 187-204, 2019
272019
Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise
S González, S García, ST Li, R John, F Herrera
Neurocomputing 439, 106-121, 2021
182021
Comparison of KEEL versus open source Data Mining tools: Knime and Weka software
J Alcala-Fdez, S Garcia, A Fernandez, J Luengo, S Gonzalez, JA Saez, ...
Academic Press, 2016
82016
Managing monotonicity in classification by a pruned adaboost
S González, F Herrera, S García
Hybrid Artificial Intelligent Systems: 11th International Conference, HAIS …, 2016
72016
Interpretable estimation of the risk of heart failure hospitalization from a 30-second electrocardiogram
S González, WT Hsieh, D Burba, TPC Chen, CL Wang, VCC Wu, ...
2022 E-Health and Bioengineering Conference (EHB), 1-4, 2022
22022
Managing monotonicity in classification by a pruned random forest
S González, F Herrera, S García
Intelligent Data Engineering and Automated Learning–IDEAL 2015: 16th …, 2015
22015
Multi-modal heart failure risk estimation based on short ECG and sampled long-term HRV
S González, AKC Yi, WT Hsieh, WC Chen, CL Wang, VCC Wu, SH Chang
Information Fusion 107, 102337, 2024
12024
Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management
JH Soeseno, S González, TPC Chen
arXiv preprint arXiv:2304.06344, 2023
12023
Preprocessing and ensemble approaches for singular problems: monotonic and imbalanced classification
S González Vázquez
Universidad de Granada, 2020
2020
k-Vecinos más Cercanos Difuso para Clasificación Monotónica
S González, S García, ST Li, R John, F Herrera
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial …, 2018
2018
Intercambio de Clases de acuerdo a la Distancia al Enemigo más Cercano para Problemas con Clases altamente No Balanceadas
S González, M Lázaro, AR Figueiras-Vidal, S Garcıa, F Herrera
XVII Conferencia de la Asociación Española para la Inteligencia Artificial …, 2016
2016
Clasificación Monotónica mediante poda de Bosques Aleatorios
S González, F Herrera, S Garcıa
CAEPIA'15 (Albacete), 2015
2015
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Articles 1–20