Stijn Vanderlooy

474 total citations
12 papers, 218 citations indexed

About

Stijn Vanderlooy is a scholar working on Artificial Intelligence, Information Systems and Health Information Management. According to data from OpenAlex, Stijn Vanderlooy has authored 12 papers receiving a total of 218 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Artificial Intelligence, 4 papers in Information Systems and 2 papers in Health Information Management. Recurrent topics in Stijn Vanderlooy's work include Imbalanced Data Classification Techniques (7 papers), Machine Learning and Data Classification (4 papers) and Data Mining Algorithms and Applications (4 papers). Stijn Vanderlooy is often cited by papers focused on Imbalanced Data Classification Techniques (7 papers), Machine Learning and Data Classification (4 papers) and Data Mining Algorithms and Applications (4 papers). Stijn Vanderlooy collaborates with scholars based in Netherlands, Germany and New Zealand. Stijn Vanderlooy's co-authors include Eyke Hüllermeier, I.G. Sprinkhuizen-Kuyper, Evgueni Smirnov, H.J. van den Herik, Benjamin Torben-Nielsen, Eric Postma, Ilkka Havukkala and Georgi Nalbantov and has published in prestigious journals such as Pattern Recognition, IEEE Transactions on Fuzzy Systems and Machine Learning.

In The Last Decade

Stijn Vanderlooy

11 papers receiving 206 citations

Peers

Countries citing papers authored by Stijn Vanderlooy

Since Specialization

Citations

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

Fields of papers citing papers by Stijn Vanderlooy

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stijn Vanderlooy

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

All Works

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12 of 12 papers shown

#	Work	Indexed citations
1	Combining Predictions in Pairwise Classication: An Optimal Adaptive Voting Strategy and Its Relation to Weighted Voting Draft of a paper to appear in Pattern Recognition 2009 ·(unknown), Stijn Vanderlooy	0
2	Why Fuzzy Decision Trees are Good Rankers 2009 ·IEEE Transactions on Fuzzy Systems ·Eyke Hüllermeier, Stijn Vanderlooy	39
3	The ROC isometrics approach to construct reliable classifiers 2009 ·Intelligent Data Analysis ·Stijn Vanderlooy, I.G. Sprinkhuizen-Kuyper, Evgueni Smirnov, H.J. van den Herik	12
4	Ranking and reliable classification 2009 ·Data Archiving and Networked Services (DANS) ·Stijn Vanderlooy	2
5	Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting 2009 ·Pattern Recognition ·Eyke Hüllermeier, Stijn Vanderlooy	98
6	Non-parametric Algorithmic Generation of Neuronal Morphologies 2008 ·Neuroinformatics ·Benjamin Torben-Nielsen, Stijn Vanderlooy, Eric Postma	9
7	A critical analysis of variants of the AUC 2008 ·Machine Learning ·Stijn Vanderlooy, Eyke Hüllermeier	40
8	On the Reliable Identification of Plant Sequences Containing a Polyadenylation Site 2007 ·Journal of Computational Biology ·Ilkka Havukkala, Stijn Vanderlooy	3
9	An Overview of Algorithmic Randomness and its Application to Reliable Instance Classification 2007 ·Radboud Repository (Radboud University) ·Stijn Vanderlooy, I.G. Sprinkhuizen-Kuyper	4
10	Meta-Typicalness Approach to Reliable Classification 2006 ·Radboud Repository (Radboud University) ·Evgueni Smirnov, Stijn Vanderlooy, I.G. Sprinkhuizen-Kuyper	3
11	Version Space Support Vector Machines 2006 ·Radboud Repository (Radboud University) ·Evgueni Smirnov, I.G. Sprinkhuizen-Kuyper, Georgi Nalbantov, Stijn Vanderlooy	3
12	An Analysis of Reliable Classifiers through ROC Isometrics 2006 ·Radboud Repository (Radboud University) ·Stijn Vanderlooy, I.G. Sprinkhuizen-Kuyper, (unknown)	5

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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