Towards Interpretability in Fintech Applications via Knowledge Augmentation

Author:

Silva Catarina,Faria Tiago,Ribeiro Bernardete

Publisher

Springer Nature Switzerland

Reference19 articles.

1. Eli5, a library for debugging ml classifiers/regressors and explaining their decisions. www.eli5.readthedocs.io/en/latest/overview.html

2. Baehrens, D., Schroeter, T., Harmeling, S., Kawanabe, M., Hansen, K., Müller, K.R.: How to explain individual classification decisions. J. Mach. Learn. Res. 11(61), 1803–1831 (2010). www.jmlr.org/papers/v11/baehrens10a.html

3. Ben-Israel, I., Cerdio, J., Ema, A., Friedman, L., Ienca, M., Mantelero, A., Matania, E., Muller, C., Shiiroyama, H., Vayena, E.: Towards regulation of AI systems-global perspectives on the development of a legal framework on artificial intelligence (AI) systems based on the council of Europe’s standards on human rights, democracy and the rule of law (2020). www.rm.coe.int/prems-107320-gbr-2018-compli-cahai-couv-texte-a4-bat-web/1680a0c17a

4. Bucila, C., Caruana, R., Niculescu-Mizil, A.: Model compression. In: KDD’06 (2006)

5. Cao, L., Yang, Q., Yu, P.S.: Data science and ai in fintech: an overview. Int. J. Data Sci. Anal. 81–89 (2021)

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