Sergio González

21 papers C 1Misc 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Multi-modal Heart Failure Risk Estimation based on Short ECG and Sampled Long-Term HRV.
CoRR
Sergio González, Abel Ko-Chun Yi, Wan-Ting Hsieh, Wei-Chao Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang
2024 J jnl
Multi-modal heart failure risk estimation based on short ECG and sampled long-term HRV.
Inf. Fusion
Sergio González, Abel Ko-Chun Yi, Wan-Ting Hsieh, Wei-Chao Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang
2023 — conf
SoC FPGA-based Multichannel Data Acquisition System with Linux-Baremetal AMP for Applications in the Field of Astrophysics.
DCIS
Selenia María Medina Hernández, Pedro P. Carballo, Pedro Hernández-Fernández, David S. Miranda Guillén, Sergio González
2023 J jnl
Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management.
CoRR
Jonathan Hans Soeseno, Sergio González, Trista Pei-Chun Chen
2022 J jnl
Interpretable estimation of the risk of heart failure hospitalization from a 30-second electrocardiogram.
CoRR
Sergio González, Wan-Ting Hsieh, Davide Burba, Trista Pei-Chun Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang
2021 J jnl
Fuzzy
Neurocomputing
Sergio González, Salvador García, Sheng-Tun Li, Robert Ivor John, Francisco Herrera
2020 J jnl
A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and opportunities.
Inf. Fusion
Sergio González, Salvador García, Javier Del Ser, Lior Rokach, Francisco Herrera
2020 J jnl
Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise.
CoRR
Sergio González, Salvador García, Sheng-Tun Li, Robert I. John, Francisco Herrera
2020 J jnl
Preprocessing methodology for time series: An industrial world application case study.
Inf. Sci.
Juan Antonio Cortés-Ibáñez, Sergio González, José Javier Valle-Alonso, Julián Luengo, Salvador García, Francisco Herrera
2019 J jnl
Chain based sampling for monotonic imbalanced classification.
Inf. Sci.
Sergio González, Salvador García, Sheng-Tun Li, Francisco Herrera
2018 — conf
An integrated edge and Fog system for future communication networks.
WCNC Workshops
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
2018 J jnl
DRCW-ASEG: One-versus-One distance-based relative competence weighting with adaptive synthetic example generation for multi-class imbalanced datasets.
Neurocomputing
Zhong-Liang Zhang, Xinggang Luo, Sergio González, Salvador García, Francisco Herrera
2018 — conf
Towards a Resilient Openflow Channel Through MPTCP.
BMSB
Sergio González, Antonio de la Oliva, Carlos Jesus Bernardos, Luis M. Contreras
2017 J jnl
Class Switching according to Nearest Enemy Distance for learning from highly imbalanced data-sets.
Pattern Recognit.
Sergio González, Salvador García, Marcelino Lázaro, Aníbal R. Figueiras-Vidal, Francisco Herrera
2017 J jnl
Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification.
IEEE Trans. Fuzzy Syst.
Jesús Alcalá-Fdez, Rafael Alcalá, Sergio González, Yusuke Nojima, Salvador García
2017 J jnl
KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining.
Int. J. Comput. Intell. Syst.
Isaac Triguero, Sergio González, Jose M. Moyano, Salvador García, Jesús Alcalá-Fdez, Julián Luengo, Alberto Fernández, María José del Jesus, Luciano Sánchez, Francisco Herrera
2016 J jnl
5G-Crosshaul: An SDN/NFV control and data plane architecture for the 5G integrated Fronthaul/Backhaul.
Trans. Emerg. Telecommun. Technol.
Sergio González, Antonio de la Oliva, Xavier Costa-Pérez, Andrea Di Giglio, Fabio Cavaliere, Thomas Deiß, Xi Li, Alain Mourad
2016 — conf
Innovations through 5G-Crosshaul applications.
EuCNC
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
2016 Misc conf
Managing Monotonicity in Classification by a Pruned AdaBoost.
HAIS
Sergio González, Francisco Herrera, Salvador García
2015 C conf
Managing Monotonicity in Classification by a Pruned Random Forest.
IDEAL
Sergio González, Francisco Herrera, Salvador García
2015 J jnl
Monotonic Random Forest with an Ensemble Pruning Mechanism based on the Degree of Monotonicity.
New Gener. Comput.
Sergio González, Francisco Herrera, Salvador García