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Pablo Mosteiro
ORCID
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 13
Top Topics
Variational Bayesian Inference
Machine Learning
Topic Modeling
Mental Health
Top Venues
CoRR
SMC
Inf.
Frontiers Big Data
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Publications
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Pablo Mosteiro
,
Emil Rijcken
,
Kalliopi Zervanou
,
Uzay Kaymak
,
Floortje Scheepers
,
Marco Spruit
Making sense of violence risk predictions using clinical notes.
CoRR
(2022)
Injy Sarhan
,
Pablo Mosteiro
,
Marco Spruit
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation.
CoRR
(2022)
Emil Rijcken
,
Uzay Kaymak
,
Floortje Scheepers
,
Pablo Mosteiro
,
Kalliopi Zervanou
,
Marco Spruit
Topic Modeling for Interpretable Text Classification From EHRs.
Frontiers Big Data
5 (2022)
Injy Sarhan
,
Pablo Mosteiro
,
Marco Spruit
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation.
SemEval@NAACL
(2022)
Emil Rijcken
,
Pablo Mosteiro
,
Kalliopi Zervanou
,
Marco Spruit
,
Floortje Scheepers
,
Uzay Kaymak
FuzzyTM: a Software Package for Fuzzy Topic Modeling.
FUZZ-IEEE
(2022)
Emil Rijcken
,
Kalliopi Zervanou
,
Marco Spruit
,
Pablo Mosteiro
,
Floortje Scheepers
,
Uzay Kaymak
Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records.
SMC
(2022)
Pablo Mosteiro
,
Jesse Kuiper
,
Judith Masthoff
,
Floortje Scheepers
,
Marco Spruit
Bias Discovery in Machine Learning Models for Mental Health.
Inf.
13 (5) (2022)
Pablo Mosteiro
,
Jesse Kuiper
,
Judith Masthoff
,
Floortje Scheepers
,
Marco Spruit
Bias Discovery in Machine Learning Models for Mental Health.
CoRR
(2022)
Thomas Borger
,
Pablo Mosteiro
,
Heysem Kaya
,
Emil Rijcken
,
Albert Ali Salah
,
Floortje Scheepers
,
Marco Spruit
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
CoRR
(2022)
Thomas Borger
,
Pablo Mosteiro
,
Heysem Kaya
,
Emil Rijcken
,
Albert Ali Salah
,
Floortje Scheepers
,
Marco Spruit
Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting.
Expert Syst. Appl.
199 (2022)
Pablo Mosteiro
,
Emil Rijcken
,
Kalliopi Zervanou
,
Uzay Kaymak
,
Floortje Scheepers
,
Marco Spruit
Machine Learning for Violence Risk Assessment Using Dutch Clinical Notes.
CoRR
(2022)
Emil Rijcken
,
Floortje Scheepers
,
Pablo Mosteiro
,
Kalliopi Zervanou
,
Marco Spruit
,
Uzay Kaymak
A Comparative Study of Fuzzy Topic Models and LDA in terms of Interpretability.
SSCI
(2021)
Pablo Mosteiro
,
Emil Rijcken
,
Kalliopi Zervanou
,
Uzay Kaymak
,
Floortje Scheepers
,
Marco Spruit
Making Sense of Violence Risk Predictions Using Clinical Notes.
HIS
(2020)