Sofie Van Hoecke

About Sofie Van Hoecke

Sofie Van Hoecke, With an exceptional h-index of 29 and a recent h-index of 22 (since 2020), a distinguished researcher at Universiteit Gent, specializes in the field of Hybrid AI for predictive maintenance and healthcare.

His recent articles reflect a diverse array of research interests and contributions to the field:

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring

A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks

Conformal Predictive Systems Under Covariate Shift

Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors

Unlocking the potential of smartphone and ambient sensors for ADL detection

Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects

Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

Sofie Van Hoecke Information

University

Position

Associate professor

Citations(all)

4074

Citations(since 2020)

3009

Cited By

2171

hIndex(all)

29

hIndex(since 2020)

22

i10Index(all)

70

i10Index(since 2020)

50

Email

University Profile Page

Google Scholar

Sofie Van Hoecke Skills & Research Interests

Hybrid AI for predictive maintenance and healthcare

Top articles of Sofie Van Hoecke

Title

Journal

Author(s)

Publication Date

Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring

arXiv preprint arXiv:2401.13518

Jonas Van Der Donckt

Nicolas Vandenbussche

Jeroen Van Der Donckt

Stephanie Chen

Marija Stojchevska

...

2024/1/24

A novel day-ahead regional and probabilistic wind power forecasting framework using deep CNNs and conformalized regression forests

Applied Energy

Jef Jonkers

Diego Nieves Avendano

Glenn Van Wallendael

Sofie Van Hoecke

2024/5/1

Patients with chronic cluster headache may show reduced activity energy expenditure on ambulatory wrist actigraphy recordings during daytime attacks

Brain and Behavior

Nicolas Vandenbussche

Jonas Van Der Donckt

Mathias De Brouwer

Bram Steenwinckel

Marija Stojchevska

...

2024/1

Conformal Predictive Systems Under Covariate Shift

arXiv preprint arXiv:2404.15018

Jef Jonkers

Glenn Van Wallendael

Luc Duchateau

Sofie Van Hoecke

2024/4/23

Acoustic and prosodic speech features reflect physiological stress but not isolated negative affect: a multi-paradigm study on psychosocial stressors

Scientific Reports

Mitchel Kappen

Gert Vanhollebeke

Jonas Van Der Donckt

Sofie Van Hoecke

Marie-Anne Vanderhasselt

2024/3/6

Unlocking the potential of smartphone and ambient sensors for ADL detection

Scientific Reports

Marija Stojchevska

Mathias De Brouwer

Martijn Courteaux

Bram Steenwinckel

Sofie Van Hoecke

...

2024/3/5

Conformal Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects

arXiv preprint arXiv:2402.04906

Jef Jonkers

Jarne Verhaeghe

Glenn Van Wallendael

Luc Duchateau

Sofie Van Hoecke

2024/2/7

Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

Water Supply

Ganjour Mazaev

Michael Weyns

Filip Vancoillie

Guido Vaes

Femke Ongenae

...

2023/1/1

Tryp: a dataset of microscopy images of unstained thick blood smears for trypanosome detection

Scientific Data

Esla Timothy Anzaku

Mohammed Aliy Mohammed

Utku Ozbulak

Jongbum Won

Hyesoo Hong

...

2023/10/18

Generalizable calibrated machine learning models for real-time atrial fibrillation risk prediction in ICU patients

International Journal of Medical Informatics

Jarne Verhaeghe

Thomas De Corte

Christopher M Sauer

Tom Hendriks

Olivier WM Thijssens

...

2023/7/1

Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients: a prospective single center …

Annals of Intensive Care

Thomas De Corte

Jarne Verhaeghe

Sofie Dhaese

Sarah Van Vooren

Jerina Boelens

...

2023/4/29

Tree visualization of patient information for explainability of AI outputs

Sandeep Ramachandra

David Vander Mijnsbrugge

Pieter-Jan Lammertyn

Stijn Dupulthys

Femke Ongenae

...

2023

Context-aware query derivation for IoT data streams with DIVIDE enabling privacy by design

Semantic Web

Mathias De Brouwer

Bram Steenwinckel

Ziye Fang

Marija Stojchevska

Pieter Bonte

...

2023/1/1

Benchmarking Whole Knowledge Graph Embedding Techniques

International Journal of Software Engineering and Knowledge Engineering

Pieter Bonte

Sander Vanden Hautte

Filip De Turck

Sofie Van Hoecke

Femke Ongenae

2023/10/4

Data Analytics for Health and Connected Care: Ontology, Knowledge Graph and Applications

Bram Steenwinckel

Mathias De Brouwer

Marija Stojchevska

Jeroen Van Der Donckt

Jelle Nelis

...

2022/12/12

Data point selection for line chart visualization: Methodological assessment and evidence-based guidelines

arXiv preprint arXiv:2304.00900

Jonas Van Der Donckt

Jeroen Van Der Donckt

Michael Rademaker

Sofie Van Hoecke

2023/4/3

A comprehensive evaluation of an artificial intelligence based digital pathology to monitor large-scale deworming programs against soil-transmitted helminths: a study protocol

medRxiv

Peter K Ward

Sara Roose

Mio Ayana

Lindsay A Broadfield

Peter Dahlberg

...

2023

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Gabriel Romero Tapia

María Jesús de la Fuente Aparicio

Vicenç Puig

2018

Comparator model for detecting changes in the ease of breathing of COPD patients

Thomas Kok

Willemijn Groenendaal

S Blanco-Almazan

Lien Lijnen

Christophe Smeets

...

2023

TALK: Tracking Activities by Linking Knowledge

Engineering Applications of Artificial Intelligence

Bram Steenwinckel

Mathias De Brouwer

Marija Stojchevska

Filip De Turck

Sofie Van Hoecke

...

2023/6/1

See List of Professors in Sofie Van Hoecke University(Universiteit Gent)

Co-Authors

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