KERMIT -- Research Unit Knowledge-based Systems

Journal papers

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2024 (9)
2023 (2)
2022 (10)
2021 (10)
2020 (6)
2019 (3)
2018 (2)
2017 (2)
2016 (2)
2015 (1)
2014 (2)
2013 (2)
2012 (1)

(3) X-ray microtomography and linear discriminant analysis enable extraction of embolism-related acoustic emissions
N.J.F. De Baerdemaker, M. Stock, J. Van Den Bulcke, B. De Baets, L. Van Hoorebeke and K. Steppe
(2019) PLANT METHODS. 15, 153.

(2) Guiding mineralization co-culture discovery using Bayesian optimization
A.J. Daly, M. Stock, J.M. Baetens and B. De Baets
(2019) ENVIRONMENTAL SCIENCE AND TECHNOLOGY. 53, 14459-14469.

(1) EcologicalNetworks.jl: analysing ecological networks of species interactions
T. Poisot, Z. Bélisle, L. Hoebeke, M. Stock and P. Szefer
(2019) ECOGRAPHY. 42, 1850-1861.

Date	Title
19/01/2019	EOS-prize 2018 goes to Sarah Vanbesien
26/10/2018	Michiel Stock wins public prize TEDxGhent PhD contest
08/03/2018	Best Poster Presentation Award for Michiel Stock
02/10/2017	Michiel Stock reaches the Flemish PhD Cup Final
12/12/2016	Gold medal for student entry at the iGEM competition in Boston
18/08/2014	2015 IEEE CIS Outstanding TFS Paper Award

Name	Title	Date
S. Taelman	Beyond correlations: a causal perspective on host-microbiome interactions	29/08/2024
P. Dewulf	Exploiting data compositionality using tensor products and hyperdimensional computing	13/12/2023
D. Boeckaerts	Predicting and understanding phage-host interactions with machine learning tools based on phage receptor-binding proteins	19/10/2023
M. Van Haeverbeke	Advances in impedimetric modelling of electrochemical systems in engineering and the life sciences	07/07/2023
O. Pieters	Reservoir computing with plants	08/02/2022

Name	Title	Date
H. B. Karaaslan	Leveraging probabilistic programming in causal inference for precision medicine	2022 - 2024
M. Fatjanov	The potential of hyperdimensional computing for protein sequence representation	2022 - 2023
Y. Bae	Drug-drug interaction prediction for side effects, diseases, and cell lines using three-step kernel ridge regression	2021 - 2022
S. Van Parys	BIOBOTS: a new type of multicellularity	2021 - 2022
S. Van Hoye	Evolution and design of metabolic networks using quality-diversity optimization algorithms	2021 - 2022
J. De Landsheere	Data-driven prediction of pharmaceutical granules' size	2021 - 2022
W. Decrop	Computational prediction of bacteria-phage interactions of Escherichia coli through omics data analysis and machine learning	2021 - 2022
D. Snoeck	A data-based view for brewing	2021 - 2022
B. Spanoghe	Probabilistic programming for Bayesian modeling and its applications in biology	2021 - 2022
W. Van Belle	Automating the design of biological robots using MAP-Elites	2021 - 2022
Q. Q. Li	Applications of differentiable dynamic programming in biology	2020 - 2021
T. Vanneste	Predicting interactions between bacteria and their prophages based on genomic sequence data	2019 - 2020
T. Ntumba	Prediction of water quality parameters of Flemish surface waters using machine learning techniques	2019 - 2020
J. Vermout	A data-driven approach to the design of new cocktail recipes	2019 - 2020
A. Deloose	Acoustic monitoring of bats with self-organizing maps	2018 - 2019
S. Taelman	A dual computational approach to map domain architecture in phage lytic proteins	2018 - 2019
L. Hoebeke	Automated recognition of people and identification of animal species in camera trap images	2017 - 2018

Michiel STOCK

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