Results for SHAP

Publications & Outputs

1. Space Weather Forecasts of Ground Level Space Weather in the UK: Evaluating Performance and Limitations

   Smith, A. W., Rae, I. J., Forsyth, C., Coxon, J. C., Walach, M. ‐., Lao, C. J., Bloomfield, D. S., Reddy, S. A., Coughlan, M. K., Keesee, A. & Bentley, S., 30/11/2024, In: Space Weather. 22, 11, e2024SW003973.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

2. Diagnosis of Parkinson’s disease based on voice signals using SHAP and hard voting ensemble method

   Ghaheri, P., Nasiri, H., Shateri, A. & Homafar, A., 31/10/2024, In: Computer Methods in Biomechanics and Biomedical Engineering. 27, 13, p. 1858-1874 17 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

3. Explainable Artificial Intelligence to Investigate the Contribution of Design Variables to the Static Characteristics of Bistable Composite Laminates

   Saberi, S., Nasiri, H., Ghorbani, O., Friswell, M. I. & Castro, S. G. P., 31/07/2023, In: Materials. 16, 15, 5381.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

4. Detection of Monkeypox Cases Based on Symptoms Using XGBoost and Shapley Additive Explanations Methods

   Farzipour, A., Elmi, R. & Nasiri, H., 17/07/2023, In: Diagnostics. 13, 14, 2391.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review

5. Interpretable modeling of metallurgical responses for an industrial coal column flotation circuit by XGBoost and SHAP-A “conscious-lab” development

   Chehreh Chelgani, S., Nasiri, H. & Alidokht, M., 30/11/2021, In: International Journal of Mining Science and Technology. 31, 6, p. 1135-1144 10 p.

   Research output: Contribution to Journal/Magazine › Journal article › peer-review