iSAGE: An Incremental Version of SAGE for Online Explanation on Data Streams
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-43418-1_26
Reference51 articles.
1. Aas, K., Jullum, M., Løland, A.: Explaining individual predictions when features are dependent: more accurate approximations to Shapley values. Artif. Intell. 298, 103502 (2021). https://doi.org/10.1016/j.artint.2021.103502
2. Adadi, A., Berrada, M.: Peeking inside the black-box: a survey on explainable artificial intelligence (XAI). IEEE Access 6, 52138–52160 (2018). https://doi.org/10.1109/ACCESS.2018.2870052
3. Atli, B.G., Jung, A.: Online feature ranking for intrusion detection systems. CoRR abs/1803.00530 (2018)
4. Bahri, M., Bifet, A., Gama, J., Gomes, H.M., Maniu, S.: Data stream analysis: foundations, major tasks and tools. Wiley Interdisc. Rev.: Data Min. Knowl. Discov. 11(3), e1405 (2021). https://doi.org/10.1002/widm.1405
5. Barddal, J.P., Enembreck, F., Gomes, H.M., Bifet, A., Pfahringer, B.: Boosting decision stumps for dynamic feature selection on data streams. Inf. Syst. 83, 13–29 (2019). https://doi.org/10.1016/j.is.2019.02.003
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