Floor Scheepers

Orcid: 0000-0002-1801-6153

Affiliations:
  • University Medical Centre Utrecht, Psychiatry, Netherlands


According to our database1, Floor Scheepers authored at least 14 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics.
Nat. Lang. Process. J., 2024

2023
Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023

2022
Bias Discovery in Machine Learning Models for Mental Health.
Inf., 2022

Topic Modeling for Interpretable Text Classification From EHRs.
Frontiers Big Data, 2022

Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
Expert Syst. Appl., 2022

Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes.
CoRR, 2022

Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

FuzzyTM: a Software Package for Fuzzy Topic Modeling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021
A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020
Making Sense of Violence Risk Predictions Using Clinical Notes.
Proceedings of the Health Information Science - 9th International Conference, 2020

2019
Supporting Reuse of EHR Data in Healthcare Organizations: The CARED Research Infrastructure Framework.
Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

Using Cluster Ensembles to Identify Psychiatric Patient Subgroups.
Proceedings of the Artificial Intelligence in Medicine, 2019

2018
DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text.
Telematics Informatics, 2018

2016
Transitioning to a Data Driven Mental Health Practice: Collaborative Expert Sessions for Knowledge and Hypothesis Finding.
Comput. Math. Methods Medicine, 2016


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