Listing of research outputs
2022
Weijs, D. and Caron, E. (2022). Customer Journey Analytics: A Model for Creating Diagnostic Insights with Process Mining. In Proceedings of the 17th International Conference on Software Technologies, ISBN 978-989-758-588-3, ISSN 2184-2833, pages 418-424
X. Zhang, X. Wei, C. X. J. Ou, E. Caron, H. Zhu and H. Xiong, (2022), “From Human-AI Confrontation to Human-AI Symbiosis in Society 5.0: Transformation Challenges and Mechanisms,” in IT Professional, vol. 24, no. 3, pp. 43-51, 1 May-June 2022, doi: 10.1109/MITP.2022.3175512
2021
Caron, E., & Ioannou, E. (2021). Entity resolution in large patent databases: An optimization approach. In J. Filipe, M. Smialek, A. Brodsky, & S. Hammoudi (Eds.), Proceedings of the 23th International Conference on Enterprise Information Systems (ICEIS 2021) (23 ed., Vol. 1, pp. 148-156). INSTICC Press.
2020
Caron, E. (2020). An optimization method for entity resolution in databases: With a case study on the cleaning of scientific references in patent databases. Proceedings of the 15th International Conference on Software Technologies (ICSOFT 2020 – Online). van Sinderen, M., Fill, H-G. & Maciaszek, L. (eds.). 15 ed. SciTePress, p. 625-632. https://doi.org/10.5220/0009972406250632
We kindly acknowledge Wen Xin Lin for her contribution to this work.
2019
Caron, E., & Batistič, S. (2019). Knowledge hubs in competence analytics: With a case study in recruitment and selection. In M. Van Sinderen, & L. Maciaszek (Eds.), Proceedings of the 14th International Conference on Software Technologies (Vol. 1, pp. 585-594). [ICSOFT19-RP-115] Prague. https://doi.org/10.5220/0008117805850594
2018
Caron, E., & Daniels, H. (2018). Sensitivity analysis in OLAP databases. In Proceedings of the 20th International Conference on Enterprise Information Systems (ICEIS 2018) (pp. 221-228). Madeira: SciTePress. https://doi.org/10.5220/0006791702210228
2017
Caron, E. (2017). Cleaning of scientific references in large patent databases using rule-based scoring and clustering. Abstract from Conference on Cybermetrics, Scientometrics, Informetrics and Bibliometrics, Barcelona, Spain.
2016
Zhao, K., Caron, E., & Guner, S. (2016). Large scale disambiguation of scientific references in patent databases. In I. Rafols, J. Molas-Gallart, E. Castro-Martinez, & R. Woolley (Eds.), Proceedings of 21st International Conference on Science and Technology Indicators (STI 2016) : Peripheries, frontiers and beyond (pp. 1404-1410). València (Spain): Editorial Universitat Politècnica de València.
Hoogenboom, F. P., Frasincar, F., Kaymak, U., de Jong, F., & Caron, E. A. M. (2016). A survey of event extraction methods from text for decision support systems. Decision Support Systems, 85(C), 12-22 https://doi.org/10.1016/j.dss.2016.02.006
Caron, E. A. M., & Daniels, H. (2016). Identification of organization name variants in large databases using rule-based scoring and clustering: With a case study on the Web of Science database. In 18th International Conference on Enterprise Information Systems (ICEIS 2016) (Vol. 1, pp. 182-187). Rome, Italy: SciTePress.
2014
Caron, E., & van Eck, N-J. (2014). Large scale author name disambiguation using rule-based scoring and clustering. In E. Noyons (Ed.), Proceedings of the Science and Technology Indicators Conference 2014 (pp. 79-86). Leiden: Universiteit Leiden.
2013
Caron, E. (2013). Explanation of exceptional values in multi-dimensional business databases. Rotterdam: Rotterdam School of Management (RSM), Erasmus University Rotterdam (EUR).
Caron, E. A. M., & Daniëls, H. A. M. (2013). Explanatory analytics in OLAP. International Journal of Business Intelligence Research, 4(3), 67-82.
2012
Caron, E. A. M., & Daniëls, H. A. M. (2012). Explanatory analysis in business intelligence systems. In B. Dinter, & S. Smolnik (Eds.), Proceedings of the 20th European Conference on Information System (ECIS 2012) (pp. 77-89). Barcelona: Unknown Publisher.
2011
Daniëls, H. A. M., & Caron, E. A. M. (2011). Analysis of variance in OLAP information systems. In Proceedings of the 8th International conference on Computational Management Science (CMS2011) (pp. 18). Neuchâtel: Computer Science Department, University of Neuchâtel.
2010
Caron, E. A. M., & Daniëls, H. A. M. (2010). What-if analysis in OLAP, with a case study in supermarket sales data. In J. Cordeiro (Ed.), Proceedings of the 12th International Conference on Enterprise Information Systems (ICEIS 2010) (pp. 208-213). Berlin: Springer Verlag.
2009
Daniëls, H. A. M., & Caron, E. A. M. (2009). Automated explanation of financial data. International Journal of Intelligent Systems in Accounting Finance & Management, 16, 5-19.
Caron, E. A. M., & Daniëls, H. A. M. (2009). Business analysis in the OLAP context. In Proceedings of the 11th International Conference on Enterprise Information Systems (ICEIS 2009) (pp. 325-331). Berlin: Springer Verlag.
Haasnoot, M., Caron, E., & Goeyenbier, P. (2009). Naar een softwarematige analyse van bedrijfsprocessen voor auditing. De EDP-auditor, 18, 28-34.
2008
Caron, E. A. M., & Daniëls, H. A. M. (2008). Explanation of exceptional values in multidimensional databases. European Journal of Operational Research, 188(3), 884-897. https://doi.org/10.1016/j.ejor.2007.04.039
Caron, E. A. M., & Daniëls, H. A. M. (2008). Extensions to the OLAP framework for business analysis. In J. Cordeiro, & A. Ranchordas (Eds.), Proceedings of the 3rd International Conference on Software and Data Technologies (ICSOFT) (pp. 240-247). Berlin: Springer Verlag.
2007
Daniëls, H. A. M., & Caron, E. A. M. (2007). Explanation generation in business performance models, with a case study in competition benchmarking. In J. Cardoso, J. Cordeiro, & J. Filipe (Eds.), Proceedings of the 9th International Conference on Enterprise Information Systems, Vol. 2 (pp. 99-128). Spain: University of Madeira.
Caron, E., & Veenstra, A. W. (2007). Explanation of exceptional values in multidimensional business databases: With a case study on the analysis of vehicle criminality data. In S. Yang , A. Artiba , G. Chen , Z. Xu, & A. Thomas (Eds.), Proceedings of the International Conference on Industrial Engineering and Systems Management (IESM 2007) Beijing, CHINA: Tsinghua University Press.
2005
Caron, E. A. M., & Daniëls, H. A. M. (2005). Automated business diagnosis in the OLAP context. In H. A. Fleuren, D. den Hertog, & P. M. Kort (Eds.), Operations Research Proceedings 2004 (pp. 425-433). Springer Verlag.
2004
Caron, E. A. M., & Daniëls, H. A. M. (2004). Diagnosis in the OLAP Context. (ERIM Research Paper; No. 2004-063-L). Rotterdam: ERIM.
Caron, E., & Daniels, H. (2004). Extending the OLAP Framework for Automated Explanatory Tasks. Abstract from Conference on Computational Economics and Finance, Amsterdam, Netherlands.