Search Results for author: Sergio González

Found 4 papers, 1 papers with code

Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management

no code implementations13 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.

Management Time Series

Interpretable estimation of the risk of heart failure hospitalization from a 30-second electrocardiogram

no code implementations2 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.

Fuzzy k-Nearest Neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise

1 code implementation5 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).

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