User profiles for R. Wuyts

Roel Wuyts

imec Manager & Professor KU Leuven
Verified email at imec.be
Cited by 3522

Traits: A mechanism for fine-grained reuse

S Ducasse, O Nierstrasz, N Schärli, R Wuyts… - ACM Transactions on …, 2006 - dl.acm.org
… Schärli, Google Switzerland, Freigutstrasse 12, CH-8002 Z ürich, Switzerland; email:
schaerli@google.com; R. Wuyts, Lab for Software Composition and Decomposition, Département d’…

[BOOK][B] Data science in healthcare: Benefits, challenges and opportunities

…, J Thoms, A Vasiljevs, W Verachtert, R Wuyts - 2019 - Springer
The advent of digital medical data has brought an exponential increase in information available
for each patient, allowing for novel knowledge generation methods to emerge. Tapping …

[PDF][PDF] Repurposing high-throughput image assays enables biological activity prediction for drug discovery

…, I Velter, A Vapirev, S Singh, AE Carpenter, R Wuyts… - Cell chemical …, 2018 - cell.com
In both academia and the pharmaceutical industry, large-scale assays for drug discovery are
expensive and often impractical, particularly for the increasingly important physiologically …

Declarative reasoning about the structure of object-oriented systems

R Wuyts - … . Technology of Object-Oriented Languages. TOOLS …, 1998 - ieeexplore.ieee.org
The structure of object-oriented systems typically forms a complicated tangled web of
interdependent classes. Understanding this implicit and hidden structure poses severe problems to …

An extension to fuzzy cognitive maps for classification and prediction

HJ Song, CY Miao, R Wuyts, ZQ Shen… - … on Fuzzy Systems, 2010 - ieeexplore.ieee.org
… k IF-THEN rule is denoted by k R that associates with N input linguistic terms … R . The
output of a node in consequent layer indicates the defuzzified value of the linguistic term. In FRI-…

[HTML][HTML] The Einstein effect provides global evidence for scientific source credibility effects and the influence of religiosity

…, BT Rutjens, H Turpin, F Uzarevic, R Wuyts… - Nature Human …, 2022 - nature.com
… We used the R package BayesFactor 76 to estimate and test the multilevel Bayesian
regression models 113,114 . The multilevel Bayesian modelling approach allows us to …

[PDF][PDF] A logic meta-programming approach to support the co-evolution of object-oriented design and implementation

R Wuyts - 2001 - scg.unibe.ch
This dissertation provides a framework to synchronise design and implementation by
expressing design as a logic meta program over implementation. In this first chapter we …

Components for embedded software: the PECOS approach

…, M Winter, O Nierstrasz, S Ducasse, R Wuyts… - Proceedings of the …, 2002 - dl.acm.org
Software is more and more becoming the major cost factor for embedded devices. Already
today, software accounts for more than 50 percent of the development costs of such a device. …

Scaling machine learning for target prediction in drug discovery using Apache Spark

…, A Gedich, M Steijaert, H Ceulemans, R Wuyts… - Future Generation …, 2017 - Elsevier
… Roel Wuyts is a principal scientist at IMEC and part-time professor in the Distrinet group at
the KULeuven. His main research interest currently lies in the runtime management layer for …

[HTML][HTML] Identifying and evaluating barriers for the implementation of machine learning in the intensive care unit

…, TJ Ashby, I Chakroun, T Koninckx, R Wuyts - Communications …, 2022 - nature.com
Background Despite apparent promise and the availability of numerous examples in the
literature, machine learning models are rarely used in practice in ICU units. This mismatch …