Hendrik Blockeel

7.5k citations
172 papers · 2.9k indexed · 1 hit paper · h-index 22
Topics
Data Mining Algorithms and Applications (49 papers)Bayesian Modeling and Causal Inference (36 papers)Machine Learning and Data Classification (21 papers)
Journals
SHILAP Revista de lepidopterologíaApplied Physics LettersScientific Reports

In The Last Decade

Hendrik Blockeel

147 papers receiving 2.6k citations

Hit Papers

Web mining research20002026200820172000250500750

Peers

Hendrik Blockeel
Comparison fields: 5 of 159
  • Artificial Intelligence 1.7k
  • Information Systems 1.2k
  • Molecular Biology 441
  • Computational Theory and Mathematics 378
  • Computer Vision and Pattern Recognition 370
Replace Donato Malerba with:
Donato Malerba Italy
Zhexue Huang China
Johannes Fürnkranz Germany
Eduardo R. Hruschka Brazil
Ioannis Katakis Greece
Mark Last Israel
Vijay V. Raghavan United States
George Forman United States
A.C.M. Fong New Zealand
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Citations per field
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Citations per year

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
#WorkIndexed citations
1 7
2 24
3
Dynamic early stopping for Naive Bayes
1
4
Look before you leap: Some insights into learner evaluation with cross-validation
6
5
Contextual variable elimination with overlapping contexts
0
6 3
7
A method to extend existing document clustering procedures in order to include relational information
2
8
Graphs, hypergraphs and inductive logic programming
2
9
Prediction of molecular substructures from mass spectograms
0
10
Model-assisted approaches for relational reinforcement learning: Some challenges for the SRL community
4
11
Applying predictive clustering trees to the inductive logic programming 2005 challenge data
1
12
A comparison of approaches for learning first-order logical probability estimation trees
3
13
Probabilistic logical models for Mendel's experiments: An exercise
2
14
Using neural networks for relational learning
6
15
Centralized model evaluation for collaborative data mining
3
16
Opponent modeling by analysing play
9
17
Collaborative data mining needs centralised model evaluation
6
18
First order models for the predictive toxicology challenge
2
19 18
20 1

About Hendrik Blockeel

Hendrik Blockeel is a scholar working on Artificial Intelligence, Information Systems and Computational Theory and Mathematics, having authored 172 papers that have together received 2.9k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (49 papers), Bayesian Modeling and Causal Inference (36 papers) and Machine Learning and Data Classification (21 papers). The work is most often cited by research in Information Systems (1.2k citations), Artificial Intelligence (1.7k citations) and Signal Processing (364 citations). Hendrik Blockeel has collaborated with scholars based in Belgium, Netherlands and United Kingdom. Frequent 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. Their work appears in journals such as SHILAP Revista de lepidopterología, Applied Physics Letters and Scientific Reports.

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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