Results 241 to 250 of about 322,300 (286)

Shapley Additive Explanation for Local Class Differentiation: Local Explainability for Class Differentiation in Classification Models

Advanced Intelligent Systems, EarlyView.
An instance‐level, model‐agnostic explanation of class differentiation is introduced through SHAP‐LCD, linking probability shifts to feature‐wise Shapley contributions. The method operates on tabular and image data and is released in a fully reproducible implementation, offering a transparent way to examine, at each instance, why predictive models ...
Roxana M. Romero Luna, Hugo A. Ordoñez Erazo, Carlos A. Cobos Lozada   +2 more
wiley   +1 more source

Discontinuity Characterization and Low-Complexity Smoothing in RF-PA Polynomial Piecewise Modeling. [PDF]

Sensors (Basel)
Pedrosa C, Pham DG, Rashev P, Almairac P, Nanan JC, Desgreys P.   +5 more
europepmc   +1 more source

Dynamic modeling and adaptive variable constraint optimization for integrated energy systems based on double-loop framework. [PDF]

Sci Rep
Wei Z, Dong X, Jia B, Li F, Sun B.
europepmc   +1 more source

Improving S-Curve Bias Through Joint Compensation of HPA and Filter Distortions. [PDF]

Sensors (Basel)
Chen L, Yang Y, Xiong T, Chen L, Liu Y.
europepmc   +1 more source

Design optimization and stiffness-equivalent method for an integrated starter generator in aerospace applications. [PDF]

Sci Rep
Han B, Kwak E, Lee S, Kim Y, Kim H, Bae JY.   +5 more
europepmc   +1 more source

Application of machine learning models in pharmaceutical engineering for prediction of pharmaceuticals solubility in supercritical solvent: study on phenytoin solubility. [PDF]

Front Chem
Yu S, Chen Y, Qiang W.
europepmc   +1 more source

Optimizing Fuel Consumption Prediction Model Without an On-Board Diagnostic System in Deep Learning Frameworks. [PDF]

Sensors (Basel)
Keskin R, Belge E, Kutoglu SH.
europepmc   +1 more source