Research Explorer

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Researcher

Pieter Dewulf

Publications & Research Data

Awards & Distinctions

8 Results

2025

The hyperdimensional transform : a holographic representation of functions

Pieter DewulfMichiel StockBernard De Baets

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

The hyperdimensional transform for distributional modeling, regression and classification

Pieter DewulfBernard De BaetsMichiel Stock

A1 Journal Article in NEURAL COMPUTING & APPLICATIONS

2024

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

Michiel StockWim Van CriekingeDimitri BoeckaertsSteff TaelmanMaxime Van HaeverbekePieter DewulfBernard De Baets

A1 Journal Article in PLOS COMPUTATIONAL BIOLOGY

Link prediction in stagewise graphs

Pieter DewulfMichiel StockBernard De Baets

A1 Journal Article in IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

Edward De BrouwerThijs BeckerLorin Werthen-BrabantsPieter DewulfDimitrios IliadisCathérine DekeyserGuy LaureysBart Van WijmeerschVeronica PopescuTom Dhaene et al.

A2 Journal Article in PLOS DIGITAL HEALTH

2023

Exploiting data compositionality using tensor products and hyperdimensional computing

Pieter DewulfBernard De BaetsMichiel Stock

2022

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

Edward De BrouwerThijs BeckerLorin Werthen-BrabantsPieter DewulfDimitrios IliadisCathérine DekeyserGuy LaureysBart Van WijmeerschVeronica PopescuTom Dhaene et al.

2021

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

Pieter DewulfMichiel StockBernard De Baets

A1 Journal Article in PHARMACEUTICALS