Pieter Dewulf

The hyperdimensional transform : a holographic representation of functions

Pieter Dewulf (UGent) , Michiel Stock (UGent) and Bernard De Baets (UGent)

(2025) IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING. 19(1). p.3-18

Journal Article
A1
open access

Hyperdimensional computing : a fast, robust, and interpretable paradigm for biological data

Michiel Stock (UGent) , Wim Van Criekinge (UGent) , Dimitri Boeckaerts (UGent) , Steff Taelman (UGent) , Maxime Van Haeverbeke (UGent) , Pieter Dewulf (UGent) and Bernard De Baets (UGent)

(2024) PLOS COMPUTATIONAL BIOLOGY. 20(9).

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Journal Article
A2
open access

Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Edward De Brouwer, Thijs Becker, Lorin Werthen-Brabants (UGent) , Pieter Dewulf (UGent) , Dimitrios Iliadis (UGent) , Cathérine Dekeyser (UGent) , Guy Laureys (UGent) , Bart Van Wijmeersch, Veronica Popescu, Tom Dhaene (UGent) , et al.

(2024) PLOS DIGITAL HEALTH. 3(7).

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Journal Article
A1
open access

Link prediction in stagewise graphs

Pieter Dewulf (UGent) , Michiel Stock (UGent) and Bernard De Baets (UGent)

(2024) IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. 36(7). p.3252-3264

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PhD Thesis

Exploiting data compositionality using tensor products and hyperdimensional computing

Pieter Dewulf (UGent)

(2023)

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Miscellaneous

Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Edward De Brouwer, Thijs Becker, Lorin Werthen-Brabants (UGent) , Pieter Dewulf (UGent) , Dimitrios Iliadis (UGent) , Cathérine Dekeyser (UGent) , Guy Laureys (UGent) , Bart Van Wijmeersch, Veronica Popescu, Tom Dhaene (UGent) , et al.

(2022) MedRXiv.

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Journal Article
A1
open access

Cold-start problems in data-driven prediction of drug-drug interaction effects

Pieter Dewulf (UGent) , Michiel Stock (UGent) and Bernard De Baets (UGent)

(2021) PHARMACEUTICALS. 14(5).

Academic Bibliography

Pieter Dewulf

The hyperdimensional transform : a holographic representation of functions

Hyperdimensional computing : a fast, robust, and interpretable paradigm for biological data

Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Link prediction in stagewise graphs

Exploiting data compositionality using tensor products and hyperdimensional computing

Machine-learning-based prediction of disability progression in multiple sclerosis : an observational, international, multi-center study

Cold-start problems in data-driven prediction of drug-drug interaction effects

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