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Emil Rijcken
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Topic modeling for interpretable text classification from EHRs
E Rijcken, U Kaymak, F Scheepers, P Mosteiro, K Zervanou, M Spruit
Frontiers in big Data 5, 846930, 2022
182022
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting
T Borger, P Mosteiro, H Kaya, E Rijcken, AA Salah, F Scheepers, M Spruit
Expert Systems with Applications 199, 116720, 2022
172022
Machine learning for violence risk assessment using Dutch clinical notes
P Mosteiro, E Rijcken, K Zervanou, U Kaymak, F Scheepers, M Spruit
arXiv preprint arXiv:2204.13535, 2022
142022
A comparative study of fuzzy topic models and LDA in terms of interpretability
E Rijcken, F Scheepers, P Mosteiro, K Zervanou, M Spruit, U Kaymak
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2021
102021
Making sense of violence risk predictions using clinical notes
P Mosteiro, E Rijcken, K Zervanou, U Kaymak, F Scheepers, M Spruit
Health Information Science: 9th International Conference, HIS 2020 …, 2020
82020
Towards interpreting topic models with ChatGPT
E Rijcken, F Scheepers, K Zervanou, M Spruit, P Mosteiro, U Kaymak
The 20th World Congress of the International Fuzzy Systems Association, 2023
52023
Exploring embedding spaces for more coherent topic modeling in electronic health records
E Rijcken, K Zervanou, M Spruit, P Mosteiro, F Scheepers, U Kaymak
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
32022
FuzzyTM: a software package for fuzzy topic modeling
E Rijcken, P Mosteiro, K Zervanou, M Spruit, F Scheepers, U Kaymak
2022 IEEE international conference on fuzzy systems (FUZZ-IEEE), 1-8, 2022
22022
Analyzing patient feedback data with topic modeling
J Arendsen, E Rijcken, K Zervanou, K Rietjens, F Vlems, U Kaymak
International Conference on Information Processing and Management of …, 2022
22022
A performance evaluation of topic models based on fuzzy latent semantic analysis
E Rijcken, K Zervanou, P Mosteiro, M Spruit, F Scheepers, U Kaymak
12022
Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Mental Health Care-A Systematic Literature Review
E Rijcken, K Zervanou, P Mosteiro, F Scheepers, M Spruit, U Kaymak
2024
Effect of calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling
E Rijcken, K Zervanou, M Spruit, F Scheepers, U Kaymak
2023 IEEE International Conference on Fuzzy Systems (FUZZ), 1-6, 2023
2023
Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Psychiatry-A Systematic Literature Review
E Rijcken, K Zervanou, P Mosteiro, F Scheepers, M Spruit, U Kaymak
2022
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