Uzay Kaymak

Design Academy Eindhoven — Netherlands

Computer Science · Physical Sciences

41h-index7.0kcitations408works1.52yr avg
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Research Topics

Fuzzy Logic and Control Systems(80), Semantic Web and Ontologies(44), Fuzzy Systems and Optimization(44), Multi-Criteria Decision Making(39), Neural Networks and Applications(35)

Publications408 total

DistillFSS: Synthesizing Few-Shot Knowledge into a Lightweight Segmentation Model
arXiv (Cornell University)·2025Open Access
Morality in AI. A plea to embed morality in LLM architectures and frameworks
arXiv (Cornell University)·2025Open Access
Hybrid Spatio-Temporal CNN–LSTM/BiLSTM Models for Blocking Prediction in Elastic Optical Networks
Network·2025· 1 citedOpen Access
Prototype Trees to Develop an Interpretable Automated Pipeline for Nasal Cytology
2025
Interpretable Fuzzy Systems For Forward Osmosis Desalination
2025Open Access
An Analysis of Customizable Fuzzy Flow Capacity Pre-processing for Community Detection
2025
Validation of the advanced alert monitor in a Dutch hospital using local optimization and refinement of the outcome definition
International Journal of Medical Informatics·2025Open Access
Optimizing Takagi-Sugeno Fuzzy Models For Improving Leak Detection in Water Distribution Networks
2025Open Access
Machine learning vs. rule-based methods for document classification of electronic health records within mental health care—A systematic literature review
Natural Language Processing Journal·2025· 7 citedOpen Access
Matching-Based Few-Shot Semantic Segmentation Models are Interpretable by Design
SSRN Electronic Journal·2025Open Access
Our Fruitful Relationship with Sugeno Inference, from FUMOSO to pyFUME
Lecture notes in networks and systems·2025· 2 citedOpen Access
The DiaGame Study: Multimodal Data Collection in Free-Living Conditions Using Consumer-Level Wearable Devices and Apps in People with Diabetes
2024· 2 citedOpen Access
Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI)
IEEE Transactions on Artificial Intelligence·2024· 7 citedOpen Access
Predictive modeling of perioperative patient deterioration: combining unanticipated ICU admissions and mortality for improved risk prediction
Perioperative Medicine·2024Open Access
Applications of IFIS python library in interval-valued fuzzy inference problems
2024Open Access
An Interpretability-Driven Fuzzy Modeling Methodology for Personalized Meal Detection
2024Open Access
External validation of the Advanced Alert Monitor (AAM) in a Dutch Hospital.
2024Open Access
Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics
Natural Language Processing Journal·2024· 2 citedOpen Access
Python library for interval-valued fuzzy inference
SoftwareX·2024· 6 citedOpen Access
Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Mental Health Care - A Systematic Literature Review
2024· 4 citedOpen Access
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Frequent Co-authors

Flavius Frăsincar(14), João M. C. Sousa(7), Alexander Hogenboom(6), Franciska de Jong(6), Jan van den Berg(5), Frederik Hogenboom(4), M. Setnes(3), Robert Babuška(3), Ludo Waltman(3), Bas Heerschop(3), Viorel Milea(3), Yingqian Zhang(3), Alp Akçay(3), Susana M. Vieira(2), Malissa Bal(2), Frank Goossen(2), H.B. Verbruggen(2), Nees Jan van Eck(2), Walter M. van den Bergh(2), Simone Spolaor(2)