Marco Spruit

85 papers A* 1A 1B 7C 1Journal 47Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
COACH meets QUORUM: A Framework and Pipeline for Aligning User, Expert and Developer Perspectives in LLM-generated Health Counselling.
CoRR
Yee Man Ng, Bram van Dijk, Pieter Beynen, Otto Boekesteijn, Joris Jansen, Gerard van Oortmerssen, Max J. van Duijn, Marco Spruit
2026 J jnl
Design and evaluation of semantically-valid negative samples integration techniques for scalable semi-automated drug repurposing prediction pipelines in rare disease research.
BMC Bioinform.
Niccolò Bianchi, Armel E. J. L. Lefebvre, Katherine J. Wolstencroft, Marco Spruit
2026 J jnl
OpenExtract: Automated Data Extraction for Systematic Reviews in Health.
CoRR
Jim Achterberg, Bram van Dijk, Jing Meng, Saif ul Islam, Gregory Epiphaniou, Carsten Maple, Xuefei Ding, Theodoros N. Arvanitis, Simon Brouwer, Marcel R. Haas, Marco Spruit
2026 J jnl
XGenBoost: Synthesizing Small and Large Tabular Datasets with XGBoost.
CoRR
Jim Achterberg, Marcel R. Haas, Bram van Dijk, Marco Spruit
2025 J jnl
Fidelity-agnostic synthetic data generation improves utility while retaining privacy.
Patterns
Jim Achterberg, Marcel R. Haas, Bram van Dijk, Marco Spruit
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
2025 J jnl
Out of the Box, into the Clinic? Evaluating State-of-the-Art ASR for Clinical Applications for Older Adults.
CoRR
Bram van Dijk, Tiberon Kuiper, Sirin Aoulad si Ahmed, Armel Levebvre, Jake Johnson, Jan Duin, Simon Mooijaart, Marco Spruit
2025 J jnl
The Data Sharing Paradox of Synthetic Data in Healthcare.
CoRR
Jim Achterberg, Bram van Dijk, Saif ul Islam, Hafiz Muhammad Waseem, Parisis Gallos, Gregory Epiphaniou, Carsten Maple, Marcel R. Haas, Marco Spruit
2025 J jnl
Welzijn.AI: A Conversational AI System for Monitoring Mental Well-being and a Use Case for Responsible AI Development.
CoRR
Bram van Dijk, Armel Lefebvre, Marco Spruit
2024 — conf
A Novel Taxonomy for Navigating and Classifying Synthetic Data in Healthcare Applications.
EFMI-STC
Bram van Dijk, Saif ul Islam, Jim Achterberg, Hafiz Muhammad Waseem, Parisis Gallos, Gregory Epiphaniou, Carsten Maple, Marcel R. Haas, Marco Spruit
2024 J jnl
A Novel Taxonomy for Navigating and Classifying Synthetic Data in Healthcare Applications.
CoRR
Bram van Dijk, Saif ul Islam, Jim Achterberg, Hafiz Muhammad Waseem, Parisis Gallos, Gregory Epiphaniou, Carsten Maple, Marcel R. Haas, Marco Spruit
2024 J jnl
A Review of Challenges in Speech-based Conversational AI for Elderly Care.
CoRR
Willemijn Klaassen, Bram van Dijk, Marco Spruit
2024 — conf
Attend All Options at Once: Full Context Input for Multi-choice Reading Comprehension.
ECIR (1)
Runda Wang, Suzan Verberne, Marco Spruit
2024 J jnl
Correction: Extracting patient lifestyle characteristics from Dutch clinical text with BERT models.
BMC Medical Informatics Decis. Mak.
Hielke Muizelaar, Marcel R. Haas, Koert van Dortmont, Peter van der Putten, Marco Spruit
2024 — conf
Empowering Translational Health Data Science Capabilities in Population Health Management - A Case of Building a Data Competence Center.
I3E
Armel Lefebvre, Lisette de Schipper, Marcel R. Haas, Marco Spruit
2024 J jnl
Exploring the potential of federated learning in mental health research: a systematic literature review.
Appl. Intell.
Samar Samir Khalil, Noha S. Tawfik, Marco Spruit
2024 J jnl
Extracting patient lifestyle characteristics from Dutch clinical text with BERT models.
BMC Medical Informatics Decis. Mak.
Hielke Muizelaar, Marcel R. Haas, Koert van Dortmont, Peter van der Putten, Marco Spruit
2024 — conf
Federated Learning Analytics: Investigating the Privacy-Performance Trade-Off in Machine Learning for Educational Analytics.
AIED (2)
Max van Haastrecht, Matthieu J. S. Brinkhuis, Marco Spruit
2024 J jnl
Federated learning for privacy-preserving depression detection with multilingual language models in social media posts.
Patterns
Samar Samir Khalil, Noha S. Tawfik, Marco Spruit
2024 — conf
INSAFEDARE Project: Innovative Applications of Assessment and Assurance of Data and Synthetic Data for Regulatory Decision Support.
MIE
Parisis Gallos, Nicholas Matragkas, Saif ul Islam, Gregory Epiphaniou, Scott Hansen, Stuart Harrison, Marcel R. Haas, Giorgos Pappous, Simon Brouwer, Francesco Torlontano, Saadullah Farooq Abbasi, Omid Pournik, James Churm, John Mantas, Carlos Luis Parra Calderón, Dimitrios Petkousis, Patrick Weber, Benjamin Dzingina, Chokri Mraidha, Carsten Maple, Jim Achterberg, Marco Spruit, Evi Saratsioti, Younes Moustaghfir, Theodoros N. Arvanitis
2024 J jnl
Improving ED admissions forecasting by using generative AI: An approach based on DGAN.
Comput. Methods Programs Biomed.
Hugo Álvarez-Chaves, Marco Spruit, María D. R.-Moreno
2024 B conf
Modelling Pragmatic Inference in Children's Use of Perception Verbs with Language Models.
CogSci
Bram van Dijk, Max J. van Duijn, Li Kloostra, Marco Spruit, Barend Beekhuizen
2024 J jnl
Multimodal machine learning for language and speech markers identification in mental health.
BMC Medical Informatics Decis. Mak.
Georgios Drougkas, Erwin M. Bakker, Marco Spruit
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
2024 J jnl
Understanding validity criteria in technology-enhanced learning: A systematic literature review.
Comput. Educ.
Max van Haastrecht, Marcel R. Haas, Matthieu J. S. Brinkhuis, Marco Spruit
2023 J jnl
Adaptable Security Maturity Assessment and Standardization for Digital SMEs.
J. Comput. Inf. Syst.
Bilge Yigit Ozkan, Marco Spruit
2023 J jnl
Aligning the Goals of Learning Analytics with its Research Scholarship: An Open Peer Commentary Approach.
J. Learn. Anal.
Rebecca Ferguson, Hassan Khosravi, Vitomir Kovanovic, Olga Viberg, Ashish Aggarwal, Matthieu J. S. Brinkhuis, Simon Buckingham Shum, Lujie Karen Chen, Hendrik Drachsler, Valerie A. Guerrero, Michael Hanses, Caitlin Hayward, Ben Hicks, Ioana Jivet, Kirsty Kitto, René F. Kizilcec, Jason M. Lodge, Catherine A. Manly, Rebecca L. Matz, Michael Meaney, Xavier Ochoa, Brendan A. Schuetze, Marco Spruit, Max van Haastrecht, Anouschka van Leeuwen, Lars van Rijn, Yi-Shan Tsai, Joshua Weidlich, Kimberly Williamson, Veronica X. Yan
2023 B conf
ChiSCor: A Corpus of Freely-Told Fantasy Stories by Dutch Children for Computational Linguistics and Cognitive Science.
CoNLL
Bram van Dijk, Max J. van Duijn, Suzan Verberne, Marco Spruit
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
2023 A conf
Embracing Trustworthiness and Authenticity in the Validation of Learning Analytics Systems.
LAK
Max van Haastrecht, Matthieu J. S. Brinkhuis, Jessica Peichl, Bernd Remmele, Marco Spruit
2023 J jnl
Laboratory Forensics for Open Science Readiness: an Investigative Approach to Research Data Management.
Inf. Syst. Frontiers
Armel Lefebvre, Marco Spruit
2023 A* conf
Large Language Models: The Need for Nuance in Current Debates and a Pragmatic Perspective on Understanding.
EMNLP
Bram van Dijk, Tom Kouwenhoven, Marco Spruit, Max Johannes van Duijn
2023 — conf
Theory of Mind in Freely-Told Children's Narratives: A Classification Approach.
ACL (Findings)
Bram van Dijk, Marco Spruit, Max J. van Duijn
2023 B conf
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests.
CoNLL
Max J. van Duijn, Bram van Dijk, Tom Kouwenhoven, Werner de Valk, Marco Spruit, Peter van der Putten
2023 J jnl
VAST: a practical validation framework for e-assessment solutions.
Inf. Syst. E Bus. Manag.
Max van Haastrecht, Matthieu J. S. Brinkhuis, Saskia Wools, Marco Spruit
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
Exploring the Utility of Dutch Question Answering Datasets for Human Resource Contact Centres.
Inf.
Chaïm van Toledo, Marijn Schraagen, Friso van Dijk, Matthieu J. S. Brinkhuis, Marco Spruit
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
2022 — conf
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation.
SemEval@NAACL
Injy Sarhan, Pablo Mosteiro, Marco Spruit
2022 J jnl
UU-Tax at SemEval-2022 Task 3: Improving the generalizability of language models for taxonomy classification through data augmentation.
CoRR
Injy Sarhan, Pablo Mosteiro, 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
2021 B conf
A Threat-Based Cybersecurity Risk Assessment Approach Addressing SME Needs.
ARES
Max van Haastrecht, Injy Sarhan, Alireza Shojaifar, Louis Baumgartner, Wissam Mallouli, Marco Spruit
2021 J jnl
Automated Business Goal Extraction from E-mail Repositories to Bootstrap Business Understanding.
Future Internet
Marco Spruit, Marcin Kais, Vincent Jorn Menger
2021 J jnl
Dutch Named Entity Recognition and De-identification Methods for the Human Resource Domain.
CoRR
Chaïm van Toledo, Friso van Dijk, Marco Spruit
2021 J jnl
Open-CyKG: An Open Cyber Threat Intelligence Knowledge Graph.
Knowl. Based Syst.
Injy Sarhan, Marco Spruit
2021 — conf
Pillars of Privacy: Identifying Core Theory in a Network Analysis of Privacy Literature.
ECIS
Friso W. van Dijk, Marco Spruit, Chaïm van Toledo, Matthieu J. S. Brinkhuis
2021 J jnl
SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing.
Frontiers Res. Metrics Anal.
Max van Haastrecht, Injy Sarhan, Bilge Yigit Ozkan, Matthieu J. S. Brinkhuis, Marco Spruit
2021 J jnl
The Cybersecurity Focus Area Maturity (CYSFAM) Model.
J. Cybersecur. Priv.
Bilge Yigit Ozkan, Sonny van Lingen, Marco Spruit
2021 J jnl
The Effect of Countermeasure Readability on Security Intentions.
J. Cybersecur. Priv.
Tim K. Smit, Max van Haastrecht, Marco Spruit
2020 — conf
Addressing SME Characteristics for Designing Information Security Maturity Models.
HAISA
Bilge Yigit Ozkan, Marco Spruit
2020 J jnl
Assessing and Improving Cybersecurity Maturity for SMEs: Standardization aspects.
CoRR
Bilge Yigit Ozkan, Marco Spruit
2020 J jnl
Exploring research data management planning challenges in practice.
it Inf. Technol.
Armel Lefebvre, Baharak Bakhtiari, Marco Spruit
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
2020 — conf
Self-Service Data Science for Adverse Event Prediction in Electronic Healthcare Records.
RIIFORUM
Marco Spruit, Niels de Vries
2020 — conf
Self-service Data Science for Healthcare Professionals: A Data Preparation Approach.
HEALTHINF
Marco Spruit, Thomas Dedding, Daniel Vijlbrief
2020 J jnl
Text Mining Business Policy Documents: Applied Data Science in Finance.
Int. J. Bus. Intell. Res.
Marco Spruit, Drilon Ferati
2019 — conf
A Socio-Technical Perspective on reproducibility in Research Data Management.
MCIS
Armel Lefebvre, Marco Spruit
2019 — conf
Applied Data Science in Financial Industry - Natural Language Processing Techniques for Bank Policies.
RIIFORUM
Marco Spruit, Drilon Ferati
2019 — conf
Big Data Framework for Scalable and Efficient Biomedical Literature Mining in the Cloud.
NLPIR
Zhengru Shen, Xi Wang, Marco Spruit
2019 — conf
Designing Laboratory Forensics.
I3E
Armel Lefebvre, Marco Spruit
2019 — conf
LOCATE: A Web Application to Link Open-source Clinical Software with Literature.
HEALTHINF
Zhengru Shen, Marco Spruit
2019 — conf
Supporting Reuse of EHR Data in Healthcare Organizations: The CARED Research Infrastructure Framework.
HEALTHINF
Vincent Jorn Menger, Marco Spruit, Jonathan de Bruin, Thomas Kelder, Floor Scheepers
2019 — conf
The CRISP-DCW Method for Distributed Computing Workflows.
RIIFORUM
Marco Spruit, Stijn Meijers
2019 — conf
UU_TAILS at MEDIQA 2019: Learning Textual Entailment in the Medical Domain.
BioNLP@ACL
Noha S. Tawfik, Marco Spruit
2019 B conf
Using Cluster Ensembles to Identify Psychiatric Patient Subgroups.
AIME
Vincent Jorn Menger, Marco Spruit, Wouter van der Klift, Floor Scheepers
2018 — conf
A Questionnaire Model for Cybersecurity Maturity Assessment of Critical Infrastructures.
IOSec@RAID
Bilge Yigit Ozkan, Marco Spruit
2018 J jnl
Applied data science in patient-centric healthcare: Adaptive analytic systems for empowering physicians and patients.
Telematics Informatics
Marco Spruit, Miltiadis D. Lytras
2018 J jnl
Bridging the information gap of disaster responders by optimizing data selection using cost and quality.
Comput. Geosci.
Marc van den Homberg, Robert Monné, Marco Spruit
2018 J jnl
DEDUCE: A pattern matching method for automatic de-identification of Dutch medical text.
Telematics Informatics
Vincent Jorn Menger, Floor Scheepers, Lisette Maria van Wijk, Marco Spruit
2018 J jnl
Exploring Symmetrical and Asymmetrical Dirichlet Priors for Latent Dirichlet Allocation.
Int. J. Semantic Comput.
Shaheen Syed, Marco Spruit
2018 — conf
How Research Data Management can Contribute to Efficient and Reliable Science.
ECIS
Armel Lefebvre, Elizabeth Schermerhorn, Marco Spruit
2018 — conf
Selecting Priors for Latent Dirichlet Allocation.
ICSC
Shaheen Syed, Marco Spruit
2018 — conf
Speech Technology in Dutch Health Care: A Qualitative Study.
HEALTHINF
Ellen Luchies, Marco Spruit, Marjan Askari
2017 — conf
Consumer Engagement Characteristics in Mobile Advertising.
KDIR
Lonneke Brakenhoff, Marco Spruit
2016 — conf
Maturing Pay-as-you-go Data Quality Management: Towards Decision Support for Paying the Larger Bills.
DATA (Revised Selected Papers)
Jan van Dijk, Mortaza S. Bargh, Sunil Choenni, Marco Spruit
2016 J jnl
Organizational Characteristics Influencing SME Information Security Maturity.
J. Comput. Inf. Syst.
Frederik Mijnhardt, Thijs Baars, Marco Spruit
2013 J jnl
Mobile Business Intelligence: Key Considerations for Implementations Projects.
J. Comput. Inf. Syst.
Kim Verkooij, Marco Spruit
2011 — conf
Evaluating Information Security Effectiveness with Health Professionals.
BIOSTEC (Selected Papers)
Robin Krens, Marco Spruit, Nathalie Urbanus