no code implementations • 1 Mar 2024 • Sergio González, Abel Ko-Chun Yi, Wan-Ting Hsieh, Wei-Chao Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang
In this context, accessible and effective risk assessment is indispensable.
no code implementations • 13 Apr 2023 • Jonathan Hans Soeseno, Sergio González, Trista Pei-Chun Chen
This paper proposes a framework for developing forecasting models by streamlining the connections between core components of the developmental process.
no code implementations • 2 Nov 2022 • Sergio González, Wan-Ting Hsieh, Davide Burba, Trista Pei-Chun Chen, Chun-Li Wang, Victor Chien-Chia Wu, Shang-Hung Chang
Survival modeling in healthcare relies on explainable statistical models; yet, their underlying assumptions are often simplistic and, thus, unrealistic.
1 code implementation • 5 Mar 2020 • Sergio González, Salvador García, Sheng-Tun Li, Robert John, Francisco Herrera
This paper proposes a new model based on Fuzzy k-Nearest Neighbors for classification with monotonic constraints, Monotonic Fuzzy k-NN (MonFkNN).