List of works - Willem Waegeman

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

scientific article published on 12 June 2018

A Comparison of Embedding Aggregation Strategies in Drug-Target Interaction Prediction

scientific article published on 25 September 2023

A discussion on the accuracy-complexity relationship in modelling fish habitat preference using genetic Takagi-Sugeno fuzzy systems

A transitivity analysis of bipartite rankings in pairwise multi-class classification

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

scientific article published on 16 October 2018

An experimental comparison of cross-validation techniques for estimating the area under the ROC curve

article

Classifying carpets based on laser scanner data

Conditional Ranking on Relational Data

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

ERA ranking representability: The missing link between ordinal regression and multi-class classification

Effect of model formulation on the optimization of a genetic Takagi–Sugeno fuzzy system for fish habitat suitability evaluation

scientific article published in 2011

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

Habitat prediction and knowledge extraction for spawning European grayling (Thymallus thymallus L.) using a broad range of species distribution models

Hyperparameter optimization of two-branch neural networks in multi-target prediction

scientific article published in November 2024

Kernel-based learning methods for preference aggregation

Learning Single-Cell Distances from Cytometry Data

scientific article published on 17 May 2019

Learning Valued Relations from Data

Learning intransitive reciprocal relations with kernel methods

Learning partial ordinal class memberships with kernel-based proportional odds models

Linear filtering reveals false negatives in species interaction data

scientific article

Modelling Fish Habitat Preference with a Genetic Algorithm-Optimized Takagi-Sugeno Model Based on Pairwise Comparisons

On the ERA ranking representability of pairwise bipartite ranking functions

On the scalability of ordered multi-class ROC analysis

Randomized Lasso Links Microbial Taxa with Aquatic Functional Groups Inferred from Flow Cytometry

scientific article published on 10 September 2019

Supervised learning algorithms for multi-class classification problems with partial class memberships

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 Willem Waegeman