Jan Struyf
Impact in
- Artificial Intelligence top 2%
- Text and Document Classification Technologies
- Machine Learning and Data Classification
- Information Systems top 5%
- Data Mining Algorithms and Applications
- Spam and Phishing Detection
Papers in
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- Bayesian Modeling and Causal Inference 6
- Algorithms and Data Compression 4
- Logic, Reasoning, and Knowledge 4
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- Data Mining Algorithms and Applications 12
- Co-authors
- Sašo Džeroski (16 shared papers)Celine Vens (6 shared papers)Hendrik Blockeel (28 shared papers)Leander Schietgat (5 shared papers)Dragi Kocev (4 shared papers)David Page (1 shared paper)Seth Dobrin (1 shared paper)Jan Ramon (5 shared papers)
In The Last Decade
Jan Struyf
29 papers receiving 947 citations
Peers
Comparison fields: 5 of 116
- Artificial Intelligence 663
- Information Systems 231
- Computer Vision and Pattern Recognition 177
- Computational Theory and Mathematics 116
- Molecular Biology 329
Countries citing papers authored by Jan Struyf
This map shows the geographic impact of Jan Struyf'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 Jan Struyf with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jan Struyf more than expected).
Fields of papers citing papers by Jan Struyf
This network shows the impact of papers produced by Jan Struyf. 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 Jan Struyf. The network helps show where Jan Struyf may publish in the future.
Co-authors
The 25 scholars most cited alongside Jan Struyf, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 42 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2008 | 434 | |
| 2 | 2012 | 175 | |
| 3 | 2010 | 138 | |
| 4 | Hierarchical multi-classification | 2002 | 46 |
| 5 | 2005 | 37 | |
| 6 | 2008 | 33 | |
| 7 | Query transformations for improving the efficiency of ilp systems | 2003 | 24 |
| 8 | Learning Ground CP-Logic Theories by Leveraging Bayesian Network Learning Techniques | 2008 | 21 |
| 9 | 2010 | 19 | |
| 10 | Decision trees for hierarchical multilabel classification: A case study in functional genomics | 2006 | 13 |
| 11 | 2010 | 10 | |
| 12 | Predicting gene function in S. cerevisiae and A. thaliana using hierarchical multi-label decision tree ensembles | 2008 | 7 |
| 13 | Deriving biased classifiers for better ROC performance | 2001 | 5 |
| 14 | Learning Ground CP-logic Theories by means of Bayesian Network Techniques | 2008 | 5 |
| 15 | First-Order Bayes-Ball for CP-Logic | 2009 | 5 |
| 16 | Knowledge discovery in inductive databases : 5th International Workshop, KDID 2006, Berlin, Germany, September 18, 2006 : revised selected and invited papers | 2007 | 4 |
| 17 | 2004 | 3 | |
| 18 | Constrained clustering of gene expression profiles | 2005 | 3 |
| 19 | Query optimization: Combining query packs and the once-tranformation | 2003 | 2 |
| 20 | First order models for the predictive toxicology challenge | 2001 | 2 |
About Jan Struyf
Jan Struyf is a scholar working on Artificial Intelligence, Information Systems, Molecular Biology, Computer Networks and Communications and Computational Theory and Mathematics, having authored 42 papers that have together received 1.0k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (12 papers), Bayesian Modeling and Causal Inference (6 papers), Advanced Database Systems and Queries (5 papers), Machine Learning in Bioinformatics (5 papers), Gene expression and cancer classification (4 papers), Algorithms and Data Compression (4 papers), Data Management and Algorithms (4 papers) and Logic, Reasoning, and Knowledge (4 papers). The work is most often cited by research in Artificial Intelligence (663 citations), Information Systems (231 citations), Computer Vision and Pattern Recognition (177 citations), Computational Theory and Mathematics (116 citations) and Molecular Biology (329 citations). Jan Struyf has collaborated with scholars based in Belgium, Slovenia and Portugal. Frequent co-authors include Sašo Džeroski, Celine Vens, Hendrik Blockeel, Leander Schietgat, Dragi Kocev, David Page, Seth Dobrin, Jan Ramon, Wannes Meert and Maurice Bruynooghe. Their work appears in journals such as Machine Learning, Applied Physics Letters, Molecular BioSystems, Pattern Recognition and Ecological Modelling.
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.