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ORCIDSergio González
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2020 – today
- 2024
[j11]Sergio González, Abel Ko-Chun Yi, Wan-Ting Hsieh, Wei-Chao Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang:
Multi-modal heart failure risk estimation based on short ECG and sampled long-term HRV. Inf. Fusion 107: 102337 (2024)- [i4]Sergio González, Abel Ko-Chun Yi, Wan-Ting Hsieh, Wei-Chao Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang:
Multi-modal Heart Failure Risk Estimation based on Short ECG and Sampled Long-Term HRV. CoRR abs/2403.15408 (2024) - 2023
- [c6]Selenia María Medina Hernández, Pedro P. Carballo, Pedro Hernández-Fernández, David S. Miranda Guillén, Sergio González:
SoC FPGA-based Multichannel Data Acquisition System with Linux-Baremetal AMP for Applications in the Field of Astrophysics. DCIS 2023: 1-6 - [i3]Jonathan Hans Soeseno, Sergio González, Trista Pei-Chun Chen:
Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management. CoRR abs/2304.06344 (2023) - 2022
- [i2]Sergio González, Wan-Ting Hsieh, Davide Burba, Trista Pei-Chun Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang:
Interpretable estimation of the risk of heart failure hospitalization from a 30-second electrocardiogram. CoRR abs/2211.00819 (2022) - 2021
- [j10]Sergio González, Salvador García, Sheng-Tun Li, Robert Ivor John, Francisco Herrera:
Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise. Neurocomputing 439: 106-121 (2021) - 2020
- [j9]Sergio González, Salvador García
, Javier Del Ser, Lior Rokach, Francisco Herrera:
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities. Inf. Fusion 64: 205-237 (2020) - [j8]Juan Antonio Cortés-Ibáñez, Sergio González, José Javier Valle-Alonso, Julián Luengo, Salvador García, Francisco Herrera:
Preprocessing methodology for time series: An industrial world application case study. Inf. Sci. 514: 385-401 (2020) - [i1]Sergio González, Salvador García, Sheng-Tun Li, Robert I. John, Francisco Herrera:
Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise. CoRR abs/2003.02601 (2020)
2010 – 2019
- 2019
- [j7]Sergio González, Salvador García, Sheng-Tun Li, Francisco Herrera:
Chain based sampling for monotonic imbalanced classification. Inf. Sci. 474: 187-204 (2019) - 2018
- [j6]Zhong-Liang Zhang, Xinggang Luo, Sergio González, Salvador García, Francisco Herrera:
DRCW-ASEG: One-versus-One distance-based relative competence weighting with adaptive synthetic example generation for multi-class imbalanced datasets. Neurocomputing 285: 176-187 (2018) - [c5]Sergio González, Antonio de la Oliva, Carlos Jesus Bernardos, Luis M. Contreras:
Towards a Resilient Openflow Channel Through MPTCP. BMSB 2018: 1-5 - [c4]Ping-Heng Kuo, Alain Mourad, Chenguang Lu, Miguel Berg, Simon Duquennoy, Ying-Yu Chen, Yi-Huai Hsu, Aitor Zabala, Riccardo Ferrari, Sergio González, Chi-Yu Li, Hsu-Tung Chien:
An integrated edge and Fog system for future communication networks. WCNC Workshops 2018: 338-343 - 2017
- [j5]Isaac Triguero, Sergio González, Jose M. Moyano, Salvador García, Jesús Alcalá-Fdez, Julián Luengo, Alberto Fernández, María José del Jesus, Luciano Sánchez, Francisco Herrera:
KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining. Int. J. Comput. Intell. Syst. 10(1): 1238-1249 (2017) - [j4]Sergio González, Salvador García, Marcelino Lázaro, Aníbal R. Figueiras-Vidal, Francisco Herrera:
Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets. Pattern Recognit. 70: 12-24 (2017) - [j3]Jesús Alcalá-Fdez, Rafael Alcalá, Sergio González, Yusuke Nojima, Salvador García:
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification. IEEE Trans. Fuzzy Syst. 25(6): 1376-1390 (2017) - 2016
- [j2]Sergio González, Antonio de la Oliva, Xavier Costa-Pérez, Andrea Di Giglio, Fabio Cavaliere, Thomas Deiß, Xi Li, Alain Mourad:
5G-Crosshaul: An SDN/NFV control and data plane architecture for the 5G integrated Fronthaul/Backhaul. Trans. Emerg. Telecommun. Technol. 27(9): 1196-1205 (2016) - [c3]Xi Li, Giada Landi, José Núñez-Martínez, Ramon Casellas, Sergio González, Carla-Fabiana Chiasserini, Jorge Rivas Sanchez, Domenico Siracusa, Leonardo Goratti, David Jiménez, Luis M. Contreras:
Innovations through 5G-Crosshaul applications. EuCNC 2016: 382-387 - [c2]Sergio González, Francisco Herrera, Salvador García:
Managing Monotonicity in Classification by a Pruned AdaBoost. HAIS 2016: 512-523 - 2015
- [j1]Sergio González, Francisco Herrera, Salvador García:
Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity. New Gener. Comput. 33(4): 367-388 (2015) - [c1]Sergio González, Francisco Herrera, Salvador García:
Managing Monotonicity in Classification by a Pruned Random Forest. IDEAL 2015: 53-60
Coauthor Index
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