Research Explorer

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Researcher

Thomas Mortier

Awards & Distinctions

11 Results

2025

Evaluation of out-of-distribution detection methods for data shifts in single-cell transcriptomics

Lauren TheunissenThomas MortierYvan SaeysWillem Waegeman

A1 Journal Article in BRIEFINGS IN BIOINFORMATICS

2024

A framework for tracing timber following the Ukraine invasion

Thomas MortierJakub TruszkowskiMarigold NormanMarkus BonerBogdan BuligaCaspar ChaterHenry JenningsJade SaundersRosie SibleyAlexandre Antonelli et al.

A1 Journal Article in NATURE PLANTS

Uncertainty-aware single-cell annotation with a hierarchical reject option

Lauren TheunissenThomas MortierYvan SaeysWillem Waegeman

A1 Journal Article in BIOINFORMATICS

2023

Efﬁcient algorithms for set-valued prediction in classiﬁcation

Thomas MortierWillem WaegemanKrzysztof Dembczyński

On the calibration of probabilistic classifier sets

Thomas MortierViktor BengsEyke HüllermeierStijn LucaWillem Waegeman

2022

Set-valued prediction in hierarchical classification with constrained representation complexity

Thomas MortierEyke HüllermeierKrzysztof DembczynskiWillem Waegeman

2021

Bacterial species identification using MALDI-TOF mass spectrometry and machine learning techniques : a large-scale benchmarking study

Thomas MortierAnneleen WiemePeter VandammeWillem Waegeman

A1 Journal Article in COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL

Efficient set-valued prediction in multi-class classification

Thomas MortierMarek WydmuchKrzysztof DembczynskiEyke HuellermeierWillem Waegeman

A1 Journal Article in DATA MINING AND KNOWLEDGE DISCOVERY

2019

A protocol for automated timber species identification using metabolome profiling

Victor DeklerckThomas MortierNathalie GoedersRB CodyWillem WaegemanE EspinozaJoris Van AckerJan Van den BulckeH Beeckman

A1 Journal Article in WOOD SCIENCE AND TECHNOLOGY

Set-Valued Prediction in Multi-Class Classification

Thomas MortierMarek WydmuchKrzysztof DembczyńskiEyke HüllermeierWillem Waegeman

2018

Deep F-measure maximization in multi-label classification : a comparative study

Stijn DecubberThomas MortierKrzysztof DembczyńskiWillem Waegeman