C&EN

Prediction Method of Coal Texture Considering Longitudinal Resolution of Logging Curves and Its Application─Taking No. 15 Coal Seam in the Shouyang Block as an Example

The Fisher linear separability criterion requires maximizing the Fisher criterion function, i.e., finding a projection vector that maximizes the separation of the projected samples. The Fisher ...
Frontiers

Vision transformer-based uncertainty quantification for triaging skin lesions: a probabilistic framework for automated biopsy recommendation

The AdamW optimizer was used with a Weight Decay of 0.05 to prevent overfitting. Also, for stability in the early stages of training, a Linear Warmup strategy was implemented, linearly increasing the ...
Frontiers

EEG-based emotion recognition using phase-space reconstruction with Poincaré sections: a study on the AMIGOS dataset

While the symmetric 14-channel configuration yielded optimal separability in this study, future work will explore channel selection techniques (e.g., ReliefF, mRMR) to identify minimal subsets that ...