Articles with public access mandates - Michiel StockLearn more
Not available anywhere: 5
A decoy-free approach to the identification of peptides
G Gonnelli, M Stock, J Verwaeren, D Maddelein, B De Baets, L Martens, ...
Journal of proteome research 14 (4), 1792-1798, 2015
Mandates: Research Foundation (Flanders)
Pairwise learning for predicting pollination interactions based on traits and phylogeny
M Stock, N Piot, S Vanbesien, J Meys, G Smagghe, B De Baets
Ecological Modelling 451, 109508, 2021
Mandates: Research Foundation (Flanders)
Information content in pollination network reveals missing interactions
M Stock, N Piot, S Vanbesien, B Vaissière, C Coiffait-Gombault, ...
Ecological Modelling 431, 109161, 2020
Mandates: Research Foundation (Flanders)
Guiding mineralization co-culture discovery using Bayesian optimization
AJ Daly, M Stock, JM Baetens, B De Baets
Environmental Science & Technology 53 (24), 14459-14469, 2019
Mandates: Research Foundation (Flanders)
ProD: A Tool for Predictive Design of Tailored Promoters in Escherichia coli
F Mey, J Clauwaert, M Van Brempt, M Stock, J Maertens, W Waegeman, ...
Prokaryotic Gene Regulation: Methods and Protocols, 51-59, 2022
Mandates: Research Foundation (Flanders), European Commission
Available somewhere: 39
A community effort to assess and improve drug sensitivity prediction algorithms
JC Costello, LM Heiser, E Georgii, M Gönen, MP Menden, NJ Wang, ...
Nature biotechnology 32 (12), 1202-1212, 2014
Mandates: US National Institutes of Health, Howard Hughes Medical Institute, Academy …
Exploration and prediction of interactions between methanotrophs and heterotrophs
M Stock, S Hoefman, FM Kerckhof, N Boon, P De Vos, B De Baets, ...
Research in microbiology 164 (10), 1045-1054, 2013
Mandates: Research Foundation (Flanders)
Predicting bacteriophage hosts based on sequences of annotated receptor-binding proteins
D Boeckaerts, M Stock, B Criel, H Gerstmans, B De Baets, Y Briers
Scientific reports 11 (1), 1467, 2021
Mandates: Research Foundation (Flanders)
Crowdsourced mapping of unexplored target space of kinase inhibitors
A Cichońska, B Ravikumar, RJ Allaway, F Wan, S Park, O Isayev, S Li, ...
Nature communications 12 (1), 3307, 2021
Mandates: US National Science Foundation, US National Institutes of Health, Genome …
Optimising predictive models to prioritise viral discovery in zoonotic reservoirs
DJ Becker, GF Albery, AR Sjodin, T Poisot, LM Bergner, B Chen, ...
The Lancet Microbe 3 (8), e625-e637, 2022
Mandates: US National Science Foundation, Research Foundation (Flanders), Wellcome Trust
Machine learning techniques to characterize functional traits of plankton from image data
EC Orenstein, SD Ayata, F Maps, ÉC Becker, F Benedetti, T Biard, ...
Limnology and oceanography 67 (8), 1647-1669, 2022
Mandates: US National Science Foundation, Gordon and Betty Moore Foundation, Research …
Efficient regularized least-squares algorithms for conditional ranking on relational data
T Pahikkala, A Airola, M Stock, B De Baets, W Waegeman
Machine Learning 93, 321-356, 2013
Mandates: Research Foundation (Flanders)
Equivalent electrical circuits and their use across electrochemical impedance spectroscopy application domains
M Van Haeverbeke, M Stock, B De Baets
Ieee Access 10, 51363-51379, 2022
Mandates: Research Foundation (Flanders)
Predictive design of sigma factor-specific promoters
M Van Brempt, J Clauwaert, F Mey, M Stock, J Maertens, W Waegeman, ...
Nature communications 11 (1), 5822, 2020
Mandates: European Commission
A kernel-based framework for learning graded relations from data
W Waegeman, T Pahikkala, A Airola, T Salakoski, M Stock, B De Baets
IEEE Transactions on Fuzzy Systems 20 (6), 1090-1101, 2012
Mandates: Research Foundation (Flanders)
Digital phagograms: predicting phage infectivity through a multilayer machine learning approach
C Lood, D Boeckaerts, M Stock, B De Baets, R Lavigne, V van Noort, ...
Current Opinion in Virology 52, 174-181, 2022
Mandates: Research Foundation (Flanders)
A comparative study of pairwise learning methods based on kernel ridge regression
M Stock, T Pahikkala, A Airola, B De Baets, W Waegeman
Neural computation 30 (8), 2245-2283, 2018
Mandates: Research Foundation (Flanders), Academy of Finland
PhaLP: a database for the study of phage lytic proteins and their evolution
B Criel, S Taelman, W Van Criekinge, M Stock, Y Briers
Viruses 13 (7), 1240, 2021
Mandates: Research Foundation (Flanders)
On the pivotal role of water potential to model plant physiological processes
T De Swaef, O Pieters, S Appeltans, I Borra-Serrano, W Coudron, ...
in silico Plants 4 (1), diab038, 2022
Mandates: National Fund for Scientific Research, Belgium, Research Foundation …
Cold-start problems in data-driven prediction of drug–drug interaction effects
P Dewulf, M Stock, B De Baets
Pharmaceuticals 14 (5), 429, 2021
Mandates: Research Foundation (Flanders)
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