Sign in
Michiel Stock
ORCID
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 16
Top Topics
Multi Variate
Kernel Ridge Regression
Pairwise
Relational Models
Top Venues
CoRR
Comput. Electron. Agric.
Mach. Learn.
Bioinform.
</>
Publications
</>
Pieter Dewulf
,
Michiel Stock
,
Bernard De Baets
The Hyperdimensional Transform: a Holographic Representation of Functions.
CoRR
(2023)
Maxime Van Haeverbeke
,
Bernard De Baets
,
Michiel Stock
Evaluating the potential of Distribution of Relaxation Times analysis for plant agriculture.
Comput. Electron. Agric.
213 (2023)
Pieter Dewulf
,
Bernard De Baets
,
Michiel Stock
The Hyperdimensional Transform for Distributional Modelling, Regression and Classification.
CoRR
(2023)
Kirsten Van Huffel
,
Michiel Stock
,
Bernard De Baets
BioCCP.jl: collecting coupons in combinatorial biotechnology.
Bioinform.
38 (4) (2022)
Maxime Van Haeverbeke
,
Michiel Stock
,
Bernard De Baets
Equivalent Electrical Circuits and Their Use Across Electrochemical Impedance Spectroscopy Application Domains.
IEEE Access
10 (2022)
Michiel Stock
,
Bac Nguyen
,
Wouter Courtens
,
Hilbran Verstraete
,
Eric W. M. Stienen
,
Bernard De Baets
Otolith identification using a deep hierarchical classification model.
Comput. Electron. Agric.
180 (2021)
Michiel Stock
,
Laura Hoebeke
,
Bernard De Baets
Disentangling the Information in Species Interaction Networks.
Entropy
23 (6) (2021)
Maxime Van Haeverbeke
,
Michiel Stock
,
Bernard De Baets
Practical Equivalent Electrical Circuit Identification for Electrochemical Impedance Spectroscopy Analysis With Gene Expression Programming.
IEEE Trans. Instrum. Meas.
70 (2021)
Olivier Pieters
,
Tom De Swaef
,
Peter Lootens
,
Michiel Stock
,
Isabel Roldán-Ruiz
,
Francis Wyffels
Gloxinia - An Open-Source Sensing Platform to Monitor the Dynamic Responses of Plants.
Sensors
20 (11) (2020)
Olivier Pieters
,
Tom De Swaef
,
Peter Lootens
,
Michiel Stock
,
Isabel Roldán-Ruiz
,
Francis Wyffels
Limitations of snapshot hyperspectral cameras to monitor plant response dynamics in stress-free conditions.
Comput. Electron. Agric.
179 (2020)
Michiel Stock
,
Tapio Pahikkala
,
Antti Airola
,
Willem Waegeman
,
Bernard De Baets
Algebraic shortcuts for leave-one-out cross-validation in supervised network inference.
Briefings Bioinform.
21 (1) (2020)
Michiel Stock
,
Tapio Pahikkala
,
Antti Airola
,
Bernard De Baets
,
Willem Waegeman
A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression.
CoRR
(2018)
Michiel Stock
,
Tapio Pahikkala
,
Antti Airola
,
Bernard De Baets
,
Willem Waegeman
A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression.
Neural Comput.
30 (8) (2018)
Michiel Stock
,
Krzysztof Dembczynski
,
Bernard De Baets
,
Willem Waegeman
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models.
Data Min. Knowl. Discov.
30 (5) (2016)
Michiel Stock
,
Krzysztof Dembczynski
,
Bernard De Baets
,
Willem Waegeman
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models.
CoRR
(2016)
Michiel Stock
,
Tapio Pahikkala
,
Antti Airola
,
Bernard De Baets
,
Willem Waegeman
Efficient Pairwise Learning Using Kernel Ridge Regression: an Exact Two-Step Method.
CoRR
(2016)
Michiel Stock
,
Thomas Fober
,
Eyke Hüllermeier
,
Serghei Glinca
,
Gerhard Klebe
,
Tapio Pahikkala
,
Antti Airola
,
Bernard De Baets
,
Willem Waegeman
Identification of Functionally Related Enzymes by Learning-to-Rank Methods.
IEEE ACM Trans. Comput. Biol. Bioinform.
11 (6) (2014)
Tapio Pahikkala
,
Michiel Stock
,
Antti Airola
,
Tero Aittokallio
,
Bernard De Baets
,
Willem Waegeman
A Two-Step Learning Approach for Solving Full and Almost Full Cold Start Problems in Dyadic Prediction.
ECML/PKDD (2)
(2014)
Tapio Pahikkala
,
Michiel Stock
,
Antti Airola
,
Tero Aittokallio
,
Bernard De Baets
,
Willem Waegeman
A two-step learning approach for solving full and almost full cold start problems in dyadic prediction.
CoRR
(2014)
Michiel Stock
,
Thomas Fober
,
Eyke Hüllermeier
,
Serghei Glinca
,
Gerhard Klebe
,
Tapio Pahikkala
,
Antti Airola
,
Bernard De Baets
,
Willem Waegeman
Identification of functionally related enzymes by learning-to-rank methods.
CoRR
(2014)
Tapio Pahikkala
,
Antti Airola
,
Michiel Stock
,
Bernard De Baets
,
Willem Waegeman
Efficient regularized least-squares algorithms for conditional ranking on relational data.
Mach. Learn.
93 (2-3) (2013)
Willem Waegeman
,
Tapio Pahikkala
,
Antti Airola
,
Tapio Salakoski
,
Michiel Stock
,
Bernard De Baets
A Kernel-Based Framework for Learning Graded Relations From Data.
IEEE Trans. Fuzzy Syst.
20 (6) (2012)
Tapio Pahikkala
,
Antti Airola
,
Michiel Stock
,
Bernard De Baets
,
Willem Waegeman
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data
CoRR
(2012)
Willem Waegeman
,
Tapio Pahikkala
,
Antti Airola
,
Tapio Salakoski
,
Michiel Stock
,
Bernard De Baets
A kernel-based framework for learning graded relations from data
CoRR
(2011)