Research Explorer

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Researcher

Robin Vandaele

Awards & Distinctions

10 Results

2023

Topological data analysis of thoracic radiographic images shows improved radiomics-based lung tumor histology prediction

Robin VandaelePritam MukherjeeHeather Marie SelbyRajesh Pravin ShahOlivier Gevaert

A2 Journal Article in PATTERNS

2022

The curse revisited : when are distances informative for the ground truth in noisy high-dimensional data?

Robin VandaeleBo KangTijl De BieYvan Saeys

Topologically regularized data embeddings

Robin VandaeleBo KangJefrey LijffijtTijl De BieYvan Saeys

2021

Graph approximations to geodesics on metric graphs

Robin VandaeleYvan SaeysTijl De Bie

Stable topological signatures for metric trees through graph approximations

Robin VandaeleBastian RieckYvan SaeysTijl De Bie

A1 Journal Article in PATTERN RECOGNITION LETTERS

2020

Mining topological structure in graphs through forest representations

Robin VandaeleYvan SaeysTijl De Bie

A1 Journal Article in JOURNAL OF MACHINE LEARNING RESEARCH

Topological image modification for object detection and topological image processing of skin lesions

Robin VandaeleGuillaume Adrien NervoOlivier Gevaert

A1 Journal Article in SCIENTIFIC REPORTS

Topological inference in graphs and images

Robin VandaeleTijl De BieYvan Saeys

2019

Local topological data analysis to uncover the global structure of data approaching graph-structured topologies

Robin VandaeleTijl De BieYvan Saeys

The boundary coefficient : a vertex measure for visualizing and finding structure in weighted graphs

Robin VandaeleYvan SaeysTijl De Bie