Publications

All publications of the AI for Fintech Research are available in (green) open access, mostly via the TU Delft repository.

Key Publications

Key publications (most recent first) include:

1. Reinforcement Learning for Personalization: A Systematic Literature Review. den Hengst, Floris and Grua, Eoin Martino and el Hassouni, Ali and Hoogendoorn, Mark. Data Science, 2020. (Open Access DOI)

2. Reinforcement Learning for Personalized Dialogue Management. den Hengst, Floris and Hoogendoorn, Mark and van Harmelen, Frank and Bosman, Joost: 2019 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2019), 59-76 (doi, arxiv)

3. Releasing Fast and Slow: An Exploratory Case Study at ING. Kula, E., Rastogi, A., Huijgens, H., van Deursen, A. & Gousios, G., 2019, ESEC/FSE 2019, ACM, p. 785-795 11 p. (doi, preprint)

4. Factors Affecting Cloud Infra-Service Development Lead Times: A Case Study at ING. Huijgens, H., Greuter, E., Brons, J., Doorn, E. A. V., Papadopoulos, I., Martinez, F. M., Aniche, M., Visser, O. & Deursen, A. V. Proceedings of the ACM/IEEE International Conference on Software Engineering (ICSE): Software Engineering in Practice (SEIP). IEEE, 2019. (doi, preprint)

5. Akhter, A., Fragkoulis, M., & Katsifodimos, A. (2019). Stateful functions as a service in action. Proceedings of the VLDB Endowment , 12(12), 1890-1893. (doi)

6. Huijgens, H., Spadini, D., Stevens, D., Visser, N., & van Deursen, A. (2018). Software Analytics in Continuous Delivery: A Case Study on Success Factors. In ESEM’ 18: Proceedings of the 12th International Symposium on Empirical Software Engineering and Measurement (pp. 1-10). Association for Computing Machinery (ACM). (doi, preprint)