Sofie Van Hoecke

4.6k total citations · 1 hit paper
150 papers, 3.1k citations indexed

About

Sofie Van Hoecke is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Computer Networks and Communications. According to data from OpenAlex, Sofie Van Hoecke has authored 150 papers receiving a total of 3.1k indexed citations (citations by other indexed papers that have themselves been cited), including 37 papers in Artificial Intelligence, 34 papers in Computer Vision and Pattern Recognition and 22 papers in Computer Networks and Communications. Recurrent topics in Sofie Van Hoecke's work include Service-Oriented Architecture and Web Services (17 papers), Anomaly Detection Techniques and Applications (15 papers) and Time Series Analysis and Forecasting (14 papers). Sofie Van Hoecke is often cited by papers focused on Service-Oriented Architecture and Web Services (17 papers), Anomaly Detection Techniques and Applications (15 papers) and Time Series Analysis and Forecasting (14 papers). Sofie Van Hoecke collaborates with scholars based in Belgium, Netherlands and South Korea. Sofie Van Hoecke's co-authors include Olivier Janssens, Rik Van de Walle, Mia Loccufier, Steven Verstockt, Viktor Slavkovikj, Kurt Stockman, Bram Vervisch, Filip De Turck, Johan Decruyenaere and Kristof Steurbaut and has published in prestigious journals such as PLoS ONE, Scientific Reports and Applied Energy.

In The Last Decade

Sofie Van Hoecke

141 papers receiving 3.0k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Convolutional Neural Network Based Fault Detection for Rotating Machinery

2016 966 citations Olivier Janssens, Steven Verstockt et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Sofie Van Hoecke Belgium	22	1.2k	797	506	443	309	150	3.1k
J. Geoffrey Chase New Zealand	54	678 0.6×	576 0.7×	392 0.8×	308 0.7×	408 1.3×	921	13.4k
Jiann-Shing Shieh Taiwan	33	758 0.6×	366 0.5×	196 0.4×	404 0.9×	278 0.9×	173	4.3k
Xinde Li China	26	324 0.3×	337 0.4×	108 0.2×	310 0.7×	641 2.1×	200	2.3k
D.A. Linkens United Kingdom	33	1.2k 1.0×	504 0.6×	283 0.6×	1.4k 3.1×	136 0.4×	295	4.3k
Farhat Fnaiech Tunisia	28	2.6k 2.2×	1.2k 1.4×	538 1.1×	494 1.1×	416 1.3×	206	4.6k
Mahdi Mahfouf United Kingdom	25	536 0.5×	596 0.7×	265 0.5×	604 1.4×	65 0.2×	217	2.4k
Lun Zhang China	27	380 0.3×	794 1.0×	146 0.3×	102 0.2×	494 1.6×	154	2.5k
David A. Clifton United Kingdom	42	416 0.4×	360 0.5×	63 0.1×	2.2k 4.9×	568 1.8×	250	7.7k
João M. C. Sousa Portugal	32	811 0.7×	255 0.3×	41 0.1×	1.2k 2.7×	322 1.0×	222	4.0k
Achmad Widodo Indonesia	20	2.2k 1.9×	1.2k 1.5×	676 1.3×	390 0.9×	107 0.3×	106	3.4k

Countries citing papers authored by Sofie Van Hoecke

Since Specialization

Citations

This map shows the geographic impact of Sofie Van Hoecke's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Sofie Van Hoecke with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sofie Van Hoecke more than expected).

Fields of papers citing papers by Sofie Van Hoecke

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sofie Van Hoecke. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Sofie Van Hoecke. The network helps show where Sofie Van Hoecke may publish in the future.

Co-authorship network of co-authors of Sofie Van Hoecke

This figure shows the co-authorship network connecting the top 25 collaborators of Sofie Van Hoecke. A scholar is included among the top collaborators of Sofie Van Hoecke based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Sofie Van Hoecke. Sofie Van Hoecke is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Steenwinckel, Bram, et al.. (2025). Explainable knowledge graph embeddings for industrial process monitoring & control. Information Fusion. 123. 103242–103242. 2 indexed citations

Waele, Jan J. De, et al.. (2024). Designing a Pharmacokinetic Machine Learning Model for Optimizing Beta-Lactam Antimicrobial Dosing in Critically Ill Patients. Ghent University Academic Bibliography (Ghent University). 311–317.

Hoecke, Sofie Van, et al.. (2024). Feedback-Driven Pattern Matching in Time Series Data. IEEE Access. 13. 1764–1777. 1 indexed citations

Hoecke, Sofie Van, et al.. (2024). Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities. Ghent University Academic Bibliography (Ghent University). 597–602. 1 indexed citations

Demuynck, Kris, et al.. (2023). Ecologically valid speech collection in behavioral research: The Ghent Semi-spontaneous Speech Paradigm (GSSP). Behavior Research Methods. 56(6). 5693–5708. 1 indexed citations

Hoecke, Sofie Van, et al.. (2023). Variable Length Motif Discovery in Time Series Data. IEEE Access. 11. 73754–73766. 2 indexed citations

Mohammed, Mohammed Aliy, Janarthanan Krishnamoorthy, Sofie Van Hoecke, et al.. (2023). Tryp: a dataset of microscopy images of unstained thick blood smears for trypanosome detection. Scientific Data. 10(1). 716–716. 4 indexed citations

Dhaese, Sofie, Jerina Boelens, Alain Verstraete, et al.. (2023). Pathogen-based target attainment of optimized continuous infusion dosing regimens of piperacillin-tazobactam and meropenem in surgical ICU patients: a prospective single center observational study. Annals of Intensive Care. 13(1). 35–35. 3 indexed citations

Vaes, Guido, et al.. (2023). A microservice architecture for leak localization in water distribution networks using hybrid AI. Journal of Hydroinformatics. 25(3). 851–866. 1 indexed citations

10.

Bonte, Pieter, et al.. (2022). Hierarchical pattern matching for anomaly detection in time series. Computer Communications. 193. 75–81. 3 indexed citations

11.

Kim, Mi Jung, et al.. (2019). Towards diagnosis of rotator cuff tears in 3-D MRI using 3-D convolutional neural networks. Ghent University Academic Bibliography (Ghent University). 2 indexed citations

12.

Janssens, Olivier, et al.. (2018). Web applicable computer-aided diagnosis of glaucoma using deep learning. Ghent University Academic Bibliography (Ghent University). 1–5. 2 indexed citations

13.

Steenwinckel, Bram, Pieter Heyvaert, Olivier Janssens, et al.. (2018). Towards adaptive anomaly detection and root cause analysis by automated extraction of knowledge from risk analyses. Ghent University Academic Bibliography (Ghent University). 2213. 17–31. 8 indexed citations

14.

Steenwinckel, Bram, Pieter Heyvaert, Olivier Janssens, et al.. (2018). Automated extraction of rules and knowledge from risk analyses : a ventilation unit demo. Ghent University Academic Bibliography (Ghent University). 2180. 2 indexed citations

15.

DeSmet, Ann, Sara Bastiaensens, Katrien Van Cleemput, et al.. (2017). The efficacy of the Friendly Attac serious digital game to promote prosocial bystander behavior in cyberbullying among young adolescents: A cluster-randomized controlled trial. Computers in Human Behavior. 78. 336–347. 81 indexed citations

16.

Hoecke, Sofie Van, Ruben Verborgh, Davy Van Deursen, & Rik Van de Walle. (2014). SAMuS: Service-Oriented Architecture for Multisensor Surveillance in Smart Homes. The Scientific World JOURNAL. 2014. 1–9. 5 indexed citations

17.

Verstockt, Steven, et al.. (2011). Future Directions for Video Fire Detection. Fire Safety Science. 10. 529–542. 1 indexed citations

18.

Hoecke, Sofie Van, et al.. (2007). Secure and dynamic client environment for interactive eHomeCare. Ghent University Academic Bibliography (Ghent University). 3 indexed citations

19.

Hoecke, Sofie Van, et al.. (2006). An agent-based platform for efficient telemonitoring data processing (invited paper). Ghent University Academic Bibliography (Ghent University). 1 indexed citations

20.

Hoecke, Sofie Van, et al.. (2004). Secure brokering of web services. Ghent University Academic Bibliography (Ghent University). 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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