Sergio González

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Monotonicity Constraints

Imbalanced Data

Inventory Management

Top Venues

Publications

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 (2024)
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 (2024)
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)
Jonathan Hans Soeseno, Sergio González, Trista Pei-Chun Chen
Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management. CoRR (2023)
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 (2022)
Sergio González, Salvador García, Sheng-Tun Li, Robert Ivor John, Francisco Herrera
-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise. Neurocomputing 439 (2021)
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 (2020)
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 (2020)
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 (2020)
Sergio González, Salvador García, Sheng-Tun Li, Francisco Herrera
Chain based sampling for monotonic imbalanced classification. Inf. Sci. 474 (2019)
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)
Sergio González, Antonio de la Oliva, Carlos Jesus Bernardos, Luis M. Contreras
Towards a Resilient Openflow Channel Through MPTCP. BMSB (2018)
Zhongliang 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 (2018)
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) (2017)
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 (2017)
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) (2017)
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)
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) (2016)
Sergio González, Francisco Herrera, Salvador García
Managing Monotonicity in Classification by a Pruned AdaBoost. HAIS (2016)
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) (2015)
Sergio González, Francisco Herrera, Salvador García
Managing Monotonicity in Classification by a Pruned Random Forest. IDEAL (2015)