Concepedia
Statistics
Publications
9
Citations
900
H-Index
Active since
2015
Affiliations
Universidad de Granada(Current)
Fundación Pública Andaluza para la Gestión de la Investigación en Salud de Sevilla
Instituto Andaluz de Ciencias de la Tierra
Universidad de Sevilla
Sergio González is an author at Universidad de Granada specializing in computing, machine learning, and data science.
Publications per year
2015–2023
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities
Sergio González, Salvador García, Javier Del Ser et al. · Information Fusion · 2020 · 578 citations
Computing, Computer Science, Data Science +17
A benchmark for machine-learning based non-invasive blood pressure estimation using photoplethysmogram
Sergio González, Wan‐Ting Hsieh, Trista Pei-Chun Chen · Scientific Data · 2023 · 77 citations · Full text
Computing, Cardiology, Computer Science +17
Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity
Sergio González, Francisco Herrera, Salvador García · New Generation Computing · 2015 · 47 citations
Computing, Forestry, Pruning Systems +6
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification
Jesús Alcalá‐Fdez, Rafael Alcalá, Sergio González et al. · IEEE Transactions on Fuzzy Systems · 2017 · 45 citations
Computing, Data Science, Mathematics +15
Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets
Sergio González, Salvador García, Marcelino Lázaro et al. · Pattern Recognition · 2017 · 42 citations
Computing, Computer Science, Data Science +12
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