Hendrik Blockeel

7.5k total citations · 1 hit paper
172 papers, 2.9k citations indexed

About

Hendrik Blockeel is a scholar working on Artificial Intelligence, Information Systems and Computational Theory and Mathematics. According to data from OpenAlex, Hendrik Blockeel has authored 172 papers receiving a total of 2.9k indexed citations (citations by other indexed papers that have themselves been cited), including 104 papers in Artificial Intelligence, 56 papers in Information Systems and 30 papers in Computational Theory and Mathematics. Recurrent topics in Hendrik Blockeel's work include Data Mining Algorithms and Applications (49 papers), Bayesian Modeling and Causal Inference (36 papers) and Machine Learning and Data Classification (21 papers). Hendrik Blockeel is often cited by papers focused on Data Mining Algorithms and Applications (49 papers), Bayesian Modeling and Causal Inference (36 papers) and Machine Learning and Data Classification (21 papers). Hendrik Blockeel collaborates with scholars based in Belgium, Netherlands and United Kingdom. Hendrik Blockeel's co-authors include Raymond Kosala, Sašo Džeroski, Jan Struyf, Celine Vens, Leander Schietgat, Jan Ramon, Siegfried Nijssen, Maurice Bruynooghe, Daan Fierens and Luc De Raedt and has published in prestigious journals such as SHILAP Revista de lepidopterología, Applied Physics Letters and Scientific Reports.

In The Last Decade

Hendrik Blockeel

147 papers receiving 2.6k citations

Hit Papers

Web mining research 2000 2026 2008 2017 2000 250 500 750

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Hendrik Blockeel Belgium 22 1.7k 1.2k 441 378 370 172 2.9k
Donato Malerba Italy 31 1.6k 1.0× 723 0.6× 242 0.5× 271 0.7× 429 1.2× 196 3.2k
David W. Cheung Hong Kong 28 1.7k 1.0× 1.6k 1.3× 298 0.7× 747 2.0× 449 1.2× 85 3.7k
Ioannis Katakis Greece 13 2.2k 1.3× 842 0.7× 434 1.0× 132 0.3× 772 2.1× 36 2.9k
Johannes Fürnkranz Germany 29 2.7k 1.6× 1.0k 0.9× 320 0.7× 413 1.1× 683 1.8× 149 3.5k
Zhexue Huang China 9 1.6k 0.9× 648 0.5× 126 0.3× 243 0.6× 509 1.4× 15 2.4k
Marko Grobelnik Slovenia 26 1.6k 0.9× 861 0.7× 333 0.8× 95 0.3× 362 1.0× 126 2.4k
George Forman United States 21 1.9k 1.1× 1.2k 1.0× 280 0.6× 123 0.3× 724 2.0× 42 3.8k
Eduardo R. Hruschka Brazil 27 2.4k 1.4× 708 0.6× 143 0.3× 216 0.6× 643 1.7× 80 3.2k
Parham Moradi Iran 28 1.9k 1.2× 1.1k 0.9× 397 0.9× 322 0.9× 941 2.5× 108 3.2k
Jeff Z. Pan United Kingdom 28 2.2k 1.3× 907 0.8× 231 0.5× 206 0.5× 244 0.7× 210 2.7k

Countries citing papers authored by Hendrik Blockeel

Since Specialization
Citations

This map shows the geographic impact of Hendrik Blockeel'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 Hendrik Blockeel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hendrik Blockeel more than expected).

Fields of papers citing papers by Hendrik Blockeel

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hendrik Blockeel. 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 Hendrik Blockeel. The network helps show where Hendrik Blockeel may publish in the future.

Co-authorship network of co-authors of Hendrik Blockeel

This figure shows the co-authorship network connecting the top 25 collaborators of Hendrik Blockeel. A scholar is included among the top collaborators of Hendrik Blockeel 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 Hendrik Blockeel. Hendrik Blockeel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
D’hulst, Reinhilde, et al.. (2023). Scenario generation of residential electricity consumption through sampling of historical data. Sustainable Energy Grids and Networks. 34. 100985–100985. 7 indexed citations
2.
Blockeel, Hendrik, et al.. (2014). Look before you leap: Some insights into learner evaluation with cross-validation. Lirias (KU Leuven). 3–20. 6 indexed citations
3.
Blockeel, Hendrik, et al.. (2013). Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2013, Prague, Czech Republic, September 23-27, 2013. Springer eBooks. 2 indexed citations
4.
Meert, Wannes, Guy Van den Broeck, Nima Taghipour, et al.. (2012). Lifted inference for probabilistic programming. Lirias (KU Leuven). 2 indexed citations
5.
Blockeel, Hendrik, et al.. (2010). On the importance of similarity measures for planning to learn. Lirias (KU Leuven). 69–74. 1 indexed citations
6.
Blockeel, Hendrik & Siegfried Nijssen. (2008). Induction of node label controlled graph grammar rules. Lirias (KU Leuven). 1–4. 5 indexed citations
7.
Güiza, Fabián, Hendrik Blockeel, Maurice Bruynooghe, et al.. (2008). Time-series analysis techniques combined with Gaussian Process Classifiers for prediction of clinical stability after coronary bypass surgery. Progress in Retinal and Eye Research. 21(6). 216–221. 3 indexed citations
8.
Meert, Wannes, Jan Struyf, & Hendrik Blockeel. (2008). Learning Ground CP-logic Theories by means of Bayesian Network Techniques. Lirias (KU Leuven). 5 indexed citations
9.
Blockeel, Hendrik, et al.. (2007). Mining Views: Database Views for Data Mining. Lirias (KU Leuven). 21–33. 4 indexed citations
10.
Struyf, Jan, et al.. (2007). First Order Alternating Decision Trees. Lirias (KU Leuven). 1 indexed citations
11.
Ramon, Jan, et al.. (2006). Learning an interpretable model from an ensemble in ILP. Lirias (KU Leuven). 210–212. 1 indexed citations
12.
Blockeel, Hendrik. (2006). Two novel methods for learning logic programs with annotated disjunctions. Lirias (KU Leuven). 31–33. 1 indexed citations
13.
Vanschoren, Joaquin & Hendrik Blockeel. (2006). Towards understanding learning behavior. Lirias (KU Leuven). 89–96. 5 indexed citations
14.
Schietgat, Leander, Hendrik Blockeel, Jan Struyf, Sašo Džeroski, & Amanda Clare. (2006). Decision trees for hierarchical multilabel classification: A case study in functional genomics. Lirias (KU Leuven). 423–424. 13 indexed citations
15.
Fierens, Daan, Jan Ramon, Hendrik Blockeel, & Maurice Bruynooghe. (2005). A comparison of approaches for learning first-order logical probability estimation trees. Lirias (KU Leuven). 11–16. 3 indexed citations
16.
Verbaeten, Sofie, et al.. (2003). Attribute-value and first order data mining within the STULONG project. Lirias (KU Leuven). 108–119.
17.
Costa, Vı́tor Santos, Ashwin Srinivasan, Rui Camacho, et al.. (2003). Query transformations for improving the efficiency of ilp systems. Journal of Machine Learning Research. 4(4). 465–491. 24 indexed citations
18.
Blockeel, Hendrik, et al.. (2003). Using neural networks for relational learning. Lirias (KU Leuven). 23–28. 6 indexed citations
19.
Driessens, Kurt & Hendrik Blockeel. (2001). Learning digger using hierarchical reinforcement learning for concurrent goals. Lirias (KU Leuven). 11–12. 5 indexed citations
20.
Blockeel, Hendrik & Jan Struyf. (2001). Efficient algorithms for decision tree cross-validation. Lirias (KU Leuven). 11–18. 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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