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Open Access Government1d
New AI algorithm sharpening the focus on light-based data analysis
A new machine learning method from Rice University helps scientists better understand the unique light signatures of ...
Light signature algorithm offers precise insight on viral proteins, brain disease markers and semiconductors
Researchers at Rice University have developed a new machine learning (ML) algorithm that excels at interpreting the "light ...
Frontiers23d
A novel inversion method of slope rock mechanical parameters using differential evolution gray wolf algorithm to optimize support vector regression
Methods: This paper proposes a displacement back-analysis (DBA) approach that utilizes support vector regression (SVR) optimized by differential evolution grey wolf algorithm (DE-GWO) to invert the ...
IEEE23d
Factor Screening for Equivalence Ratio Measurement Modeling: A Hybrid Approach Integrating Random Forest Algorithm and Support Vector Regression
Abstract: Measuring the equivalence ratio using flame spectral data is a key focus in combustion diagnostic techniques. Traditional methods rely on chemiluminescent bands with distinct spectral ...
GitHub1mon
A scikit-learn compatible implementation of the Adaptive Lasso algorithm for feature selection and regression.
Adaptive Lasso is an extension of the standard Lasso method that provides improved feature selection properties through weighted L1 penalties. It assigns different weights to different coefficients in ...
GitHub1y
multi-target-regression
🌳MultiLGBM🌳: A simple multi-objective regression example to show how to trade-off objectives on the Pareto front with a single LGBM model.