Floortje Scheepers

15 papers B 2C 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Machine learning vs. rule-based methods for document classification of electronic health records within mental health care - A systematic literature review.
Nat. Lang. Process. J.
Emil Rijcken, Kalliopi Zervanou, Pablo Mosteiro, Floortje Scheepers, Marco Spruit, Uzay Kaymak
2024 — conf
Fairness in AI-Based Mental Health: Clinician Perspectives and Bias Mitigation.
AIES (1)
Gizem Sogancioglu, Pablo Mosteiro, Albert Ali Salah, Floortje Scheepers, Heysem Kaya
2024 J jnl
Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics.
Nat. Lang. Process. J.
Emil Rijcken, Kalliopi Zervanou, Pablo Mosteiro, Floortje Scheepers, Marco Spruit, Uzay Kaymak
2023 — conf
Effect of Calculating Pointwise Mutual Information using a Fuzzy Sliding Window in Topic Modeling.
FUZZ
Emil Rijcken, Kalliopi Zervanou, Marco Spruit, Floortje Scheepers, Uzay Kaymak
2022 J jnl
Bias Discovery in Machine Learning Models for Mental Health.
CoRR
Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit
2022 J jnl
Bias Discovery in Machine Learning Models for Mental Health.
Inf.
Pablo Mosteiro, Jesse Kuiper, Judith Masthoff, Floortje Scheepers, Marco Spruit
2022 B conf
Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records.
SMC
Emil Rijcken, Kalliopi Zervanou, Marco Spruit, Pablo Mosteiro, Floortje Scheepers, Uzay Kaymak
2022 J jnl
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
CoRR
Thomas Borger, Pablo Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje Scheepers, Marco Spruit
2022 J jnl
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
Expert Syst. Appl.
Thomas Borger, Pablo Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje Scheepers, Marco Spruit
2022 B conf
FuzzyTM: a Software Package for Fuzzy Topic Modeling.
FUZZ-IEEE
Emil Rijcken, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit, Floortje Scheepers, Uzay Kaymak
2022 J jnl
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes.
CoRR
Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit
2022 J jnl
Making sense of violence risk predictions using clinical notes.
CoRR
Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit
2022 J jnl
Topic Modeling for Interpretable Text Classification From EHRs.
Frontiers Big Data
Emil Rijcken, Uzay Kaymak, Floortje Scheepers, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit
2021 — conf
A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability.
SSCI
Emil Rijcken, Floortje Scheepers, Pablo Mosteiro, Kalliopi Zervanou, Marco Spruit, Uzay Kaymak
2020 C conf
Making Sense of Violence Risk Predictions Using Clinical Notes.
HIS
Pablo Mosteiro, Emil Rijcken, Kalliopi Zervanou, Uzay Kaymak, Floortje Scheepers, Marco Spruit