Personal profile
About
Link to Utrecht University staff page
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 16 Peace, Justice and Strong Institutions
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Publication network from the last five years
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Machine learning vs. rule-based methods for document classification of electronic health records within mental health care: A systematic literature review
Rijcken, E., Zervanou, K., Mosteiro, P., Scheepers, F., Spruit, M. & Kaymak, U., Mar 2025, In: Natural Language Processing. 10, 100129.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Topic Specificity: a Descriptive Metric for Algorithm Selection and Finding the Right Number of Topics
Rijcken, E., Zervanou, K., Mosteiro Romero, P., Scheepers, F. E., Spruit, M. & Kaymak, U., Sept 2024, In: Natural Language Processing. 8, 100082.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile -
Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling
Rijcken, E., Zervanou, K., Spruit, M., Scheepers, F. & Kaymak, U., 2023, 2023 IEEE International Conference on Fuzzy Systems, FUZZ 2023. IEEE, (IEEE International Conference on Fuzzy Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile -
SCRE: special cargo relation extraction using representation learning
Reshadat, V., Akcay, A., Zervanou, K., Zhang, Y. & de Jong, E., Sept 2023, In: Neural Computing and Applications. 35, 25, p. 18783-18801 19 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access -
Towards Interpreting Topic Models with ChatGPT
Rijcken, E., Scheepers, F., Zervanou, K., Spruit, M., Mosteiro Romero, P. & Kaymak, U., 31 Aug 2023, The 20th World Congress of the International Fuzzy Systems Association (IFSA 2023). International Fuzzy Systems Association, p. 269-275 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile
Activities
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Text mining & Semantic web technologies for digital humanities research
Zervanou, K. (Speaker)
5 Sept 2023 → 6 Sept 2023Activity: Other › Types of External academic engagement - Research and Teaching at External Organisation
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Modelling multi-disciplinary knowledge in early modern history of pharmacy
Zervanou, K. (Speaker)
16 Feb 2019Activity: Talk or presentation › Invited talk › Academic
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Metadata about metadata
Zervanou, K. (Speaker)
16 Feb 2018Activity: Talk or presentation › Invited talk › Academic
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Word Semantic Similarity for Morphologically Rich Languages
Zervanou, K. (Speaker)
10 Apr 2014Activity: Talk or presentation › Invited talk › Academic
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Unsupervised Ontology Acquisition Applications
Zervanou, K. (Speaker)
7 Feb 2013Activity: Talk or presentation › Invited talk › Academic
Prizes & Grants
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ICAART 2020 Best Industrial Paper award: van Leeuwen, et al. (2020). Lost and found: predicting airline baggage at-risk of being mishandled
van Leeuwen, H. (Recipient), Zhang, Y. (Recipient), Zervanou, K. (Recipient), Mullick, S. (Recipient), Kaymak, U. (Recipient) & de Ruijter, T. (Recipient), 2020
Prize: Prize (including medals and awards)