Bert Kappen

1.2k total citations
31 papers, 624 citations indexed

About

Bert Kappen is a scholar working on Artificial Intelligence, Control and Systems Engineering and Signal Processing. According to data from OpenAlex, Bert Kappen has authored 31 papers receiving a total of 624 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Artificial Intelligence, 8 papers in Control and Systems Engineering and 8 papers in Signal Processing. Recurrent topics in Bert Kappen's work include Neural Networks and Applications (8 papers), Speech and Audio Processing (6 papers) and Bayesian Modeling and Causal Inference (6 papers). Bert Kappen is often cited by papers focused on Neural Networks and Applications (8 papers), Speech and Audio Processing (6 papers) and Bayesian Modeling and Causal Inference (6 papers). Bert Kappen collaborates with scholars based in Netherlands, United Kingdom and United States. Bert Kappen's co-authors include Ali Taylan Cemgil, Tom Heskes, Peter Desain, Wim Wiegerinck, Henkjan Honing, Stan Gielen, Eddy T. P. Slijpen, M.A.R. Leisink, David Barber and Vicenç Gómez and has published in prestigious journals such as Physical Review A, Annals of the Rheumatic Diseases and Statistics in Medicine.

In The Last Decade

Bert Kappen

31 papers receiving 560 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Bert Kappen Netherlands	14	275	261	248	150	70	31	624
Françoise Fogelman Soulié France	11	102 0.4×	292 1.1×	283 1.1×	84 0.6×	39 0.6×	22	663
Mikio L. Braun Germany	9	95 0.3×	314 1.2×	130 0.5×	95 0.6×	13 0.2×	16	597
Purdy Ho United States	5	242 0.9×	235 0.9×	620 2.5×	26 0.2×	28 0.4×	8	831
LinChih-Jen	7	60 0.2×	287 1.1×	191 0.8×	25 0.2×	22 0.3×	10	518
Jiantao Jiao United States	13	57 0.2×	411 1.6×	72 0.3×	40 0.3×	49 0.7×	54	711
Jean-François Paiement United States	8	103 0.4×	120 0.5×	209 0.8×	41 0.3×	16 0.2×	13	449
John S. Bridle United Kingdom	14	402 1.5×	595 2.3×	140 0.6×	34 0.2×	25 0.4×	32	773
Amarnag Subramanya United States	15	159 0.6×	713 2.7×	218 0.9×	42 0.3×	14 0.2×	30	907
Mladen Kolar United States	13	44 0.2×	236 0.9×	48 0.2×	47 0.3×	37 0.5×	61	542
Pierre-François Marteau France	10	239 0.9×	232 0.9×	69 0.3×	11 0.1×	40 0.6×	32	444

Countries citing papers authored by Bert Kappen

Since Specialization

Citations

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

Fields of papers citing papers by Bert Kappen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Bert Kappen

This figure shows the co-authorship network connecting the top 25 collaborators of Bert Kappen. A scholar is included among the top collaborators of Bert Kappen 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 Bert Kappen. Bert Kappen 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

Kappen, Bert. (2015). SP0043 Learning and Reasoning in Health Informatics. Annals of the Rheumatic Diseases. 74. 12–12. 1 indexed citations

Welling, Max, Yee Whye Teh, & Bert Kappen. (2012). Hybrid Variational/Gibbs Collapsed Inference in Topic Models. arXiv (Cornell University). 587–594. 7 indexed citations

Azar, Mohammad Gheshlaghi, Vicenç Gómez, & Bert Kappen. (2011). Dynamic Policy Programming with Function Approximation. Journal of Machine Learning Research. 15. 119–127. 16 indexed citations

Wiegerinck, Wim, et al.. (2011). Stochastic optimal control of state constrained systems. International Journal of Control. 84(3). 597–615. 10 indexed citations

Wiegerinck, Wim, et al.. (2010). Risk sensitive path integral control. Uncertainty in Artificial Intelligence. 615–622. 36 indexed citations

Mooij, Joris M., et al.. (2007). Loop corrected belief propagation.. Data Archiving and Networked Services (DANS). 331–338. 11 indexed citations

Bakker, Bart, Tom Heskes, Jan P. Neijt, & Bert Kappen. (2004). Improving Cox survival analysis with a neural‐Bayesian approach. Statistics in Medicine. 23(19). 2989–3012. 17 indexed citations

Cemgil, Ali Taylan & Bert Kappen. (2003). Monte Carlo Methods for Tempo Tracking and Rhythm Quantization. Journal of Artificial Intelligence Research. 18. 45–81. 69 indexed citations

Leisink, M.A.R. & Bert Kappen. (2003). Bound Propagation. Journal of Artificial Intelligence Research. 19. 139–154. 16 indexed citations

10.

Cemgil, Ali Taylan & Bert Kappen. (2002). Integrating tempo tracking and quantization using particle filtering. The Journal of the Abraham Lincoln Association. 2002. 419–422. 1 indexed citations

11.

Heskes, Tom, Bart Bakker, & Bert Kappen. (2002). Approximate algorithms for neural-Bayesian approaches. Theoretical Computer Science. 287(1). 219–238. 1 indexed citations

12.

Heskes, Tom & Bert Kappen. (2002). Neural networks learning in a changing environment. Data Archiving and Networked Services (DANS). i. 823–828. 6 indexed citations

13.

Cemgil, Ali Taylan & Bert Kappen. (2001). Tempo tracking and rhythm quantization by sequential Monte Carlo. Radboud Repository (Radboud University). 14. 1361–1368. 5 indexed citations

14.

Cemgil, Ali Taylan & Bert Kappen. (2001). Bayesian real-time adaptation for interactive performance systems. Radboud Repository (Radboud University). 2001. 147–150. 1 indexed citations

15.

Cemgil, Ali Taylan, Peter Desain, & Bert Kappen. (2000). Rhythm Quantization for Transcription. Computer Music Journal. 24(2). 60–76. 40 indexed citations

16.

Kappen, Bert & Stan Gielen. (1998). Neural Networks: Best Practice in Europe. University of Twente Research Information. 1–226. 7 indexed citations

17.

Kappen, Bert, et al.. (1995). Neural networks : artificial intelligence and industrial applications : proceedings of the Third Annual SNN Symposium on Neural Networks, Nijmegen, The Netherlands, 14-15 September 1995. Springer eBooks. 2 indexed citations

18.

Heskes, Tom, Eddy T. P. Slijpen, & Bert Kappen. (1993). Cooling schedules for learning in neural networks. Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics. 47(6). 4457–4464. 10 indexed citations

19.

Heskes, Tom, Eddy T. P. Slijpen, & Bert Kappen. (1992). Learning in neural networks with local minima. Physical Review A. 46(8). 5221–5231. 27 indexed citations

20.

Heskes, Tom & Bert Kappen. (1991). Learning processes in neural networks. Physical Review A. 44(4). 2718–2726. 75 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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