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08/15/2023
FeatGeNN: Improving Model Performance for Tabular Data with Correlation-based Feature Extraction
Automated Feature Engineering (AutoFE) has become an important task for ...
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09/12/2021
A Decidability-Based Loss Function
Nowadays, deep learning is the standard approach for a wide range of pro...
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05/18/2020
Applying Genetic Programming to Improve Interpretability in Machine Learning Models
Explainable Artificial Intelligence (or xAI) has become an important res...
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04/27/2020
Forecasting in Non-stationary Environments with Fuzzy Time Series
In this paper we introduce a Non-Stationary Fuzzy Time Series (NSFTS) me...
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04/12/2020
