List of works - Michiel Stock

A Comparative Study of Pairwise Learning Methods Based on Kernel Ridge Regression

scientific article published on 12 June 2018

A Two-Step Learning Approach for Solving Full and Almost Full Cold Start Problems in Dyadic Prediction

article by Tapio Pahikkala et al published 2014 in Lecture Notes in Computer Science

A decoy-free approach to the identification of peptides

scientific article published on 6 March 2015

Algebraic shortcuts for leave-one-out cross-validation in supervised network inference

scientific article published on 16 October 2018

Cold-Start Problems in Data-Driven Prediction of Drug-Drug Interaction Effects

scientific article published on 2 May 2021

Data-driven recipe completion using machine learning methods

scholarly article by Marlies De Clercq et al published March 2016 in Trends in Food Science and Technology

Disentangling the Information in Species Interaction Networks

scientific article published on 2 June 2021

Efficient regularized least-squares algorithms for conditional ranking on relational data

article by Tapio Pahikkala et al published 7 June 2013 in Machine Learning

Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models

Exploration and prediction of interactions between methanotrophs and heterotrophs

scientific article published on 4 September 2013

Gloxinia-An Open-Source Sensing Platform to Monitor the Dynamic Responses of Plants

scientific article published on 28 May 2020

Guiding Mineralization Co-Culture Discovery Using Bayesian Optimization

scientific article published on 21 November 2019

Identification of Functionally Related Enzymes by Learning-to-Rank Methods

scientific article published on November 2014

Identification of Phage Receptor-Binding Protein Sequences with Hidden Markov Models and an Extreme Gradient Boosting Classifier

scientific article published in 2022

Impedimetric biofilm characterization with microelectrode arrays using equivalent electrical circuit features and ensemble classifiers

scientific article published in January 2024

Linear filtering reveals false negatives in species interaction data

scientific article

Link Prediction in Stagewise Graphs

scientific article published in July 2024

Machine learning techniques to characterize functional traits of plankton from image data

scientific article published in 2022

On the pivotal role of water potential to model plant physiological processes

scientific article published on 18 January 2022

Optimal transportation theory for species interaction networks ⬇️

journal article from 'Ecology and Evolution' published in 2021

Pairwise learning for predicting pollination interactions based on traits and phylogeny

scientific article published in 2021

PhaLP: A Database for the Study of Phage Lytic Proteins and Their Evolution

scientific article published on 28 June 2021

Predicting Pharmaceutical Particle Size Distributions Using Kernel Mean Embedding

scientific article published on 16 March 2020

Predicting bacteriophage hosts based on sequences of annotated receptor-binding proteins

scholarly article

Prediction of Klebsiella phage-host specificity at the strain level

scientific article published on 22 May 2024

Predictive design of sigma factor-specific promoters

scientific article published on 16 November 2020

X-ray microtomography and linear discriminant analysis enable detection of embolism-related acoustic emissions

scientific article published on 17 December 2019

miSTAR: miRNA target prediction through modeling quantitative and qualitative miRNA binding site information in a stacked model structure.

scientific article published on 15 December 2016

List of works by Michiel Stock