Bart Bakker

734 total citations
15 papers, 465 citations indexed

About

Bart Bakker is a scholar working on Artificial Intelligence, Signal Processing and Management Science and Operations Research. According to data from OpenAlex, Bart Bakker has authored 15 papers receiving a total of 465 indexed citations (citations by other indexed papers that have themselves been cited), including 11 papers in Artificial Intelligence, 2 papers in Signal Processing and 2 papers in Management Science and Operations Research. Recurrent topics in Bart Bakker's work include Neural Networks and Applications (5 papers), Gaussian Processes and Bayesian Inference (3 papers) and Bayesian Methods and Mixture Models (2 papers). Bart Bakker is often cited by papers focused on Neural Networks and Applications (5 papers), Gaussian Processes and Bayesian Inference (3 papers) and Bayesian Methods and Mixture Models (2 papers). Bart Bakker collaborates with scholars based in Netherlands, United States and Germany. Bart Bakker's co-authors include Tom Heskes, Avery D. Faigenbaum, Mario Bellucci, Heinrich Schulz, Dmitry V. Dylov, Irina Fedulova, Bert Kappen, Jan P. Neijt, Sebastiaan Overeem and Kevin H. Kensler and has published in prestigious journals such as PLoS ONE, Annals of the New York Academy of Sciences and IEEE Access.

In The Last Decade

Bart Bakker

15 papers receiving 421 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Bart Bakker Netherlands 8 199 141 72 51 44 15 465
Haoyang Liu China 12 97 0.5× 57 0.4× 61 0.8× 39 0.8× 10 0.2× 39 349
Asim Khan Australia 11 28 0.1× 55 0.4× 33 0.5× 30 0.6× 138 3.1× 29 475
Daniel Dinu France 10 83 0.4× 136 1.0× 63 0.9× 89 1.7× 2 0.0× 35 357
Allan Pinto Brazil 12 68 0.3× 63 0.4× 54 0.8× 484 9.5× 12 0.3× 31 767
Zhiguan Huang China 12 27 0.1× 120 0.9× 94 1.3× 123 2.4× 30 0.7× 34 562
John Hugg United States 4 47 0.2× 24 0.2× 13 0.2× 21 0.4× 6 0.1× 6 597
Cong Yan China 13 118 0.6× 17 0.1× 219 3.0× 17 0.3× 6 0.1× 66 522
Muhammad Amir As’ari Malaysia 11 32 0.2× 84 0.6× 52 0.7× 202 4.0× 48 1.1× 44 324
Fok‐Ching Chong Taiwan 13 40 0.2× 38 0.3× 95 1.3× 64 1.3× 89 2.0× 48 598

Countries citing papers authored by Bart Bakker

Since Specialization
Citations

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

Fields of papers citing papers by Bart Bakker

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Bart Bakker

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

All Works

15 of 15 papers shown
1.
Bakker, Bart, et al.. (2021). Anomaly Detection in Medical Imaging With Deep Perceptual Autoencoders. IEEE Access. 9. 118571–118583. 80 indexed citations
2.
Baker, Gabrielle M., Michael E. Pyle, Kevin H. Kensler, et al.. (2020). Deep learning assessment of breast terminal duct lobular unit involution: Towards automated prediction of breast cancer risk. PLoS ONE. 15(4). e0231653–e0231653. 33 indexed citations
3.
Leufkens, Tim, et al.. (2017). Phenotypes of sleeplessness: stressing the need for psychodiagnostics in the assessment of insomnia. Psychology Health & Medicine. 22(8). 902–910. 9 indexed citations
4.
5.
Bakker, Bart & Tom Heskes. (2007). Learning and approximate inference in dynamic hierarchical models. Computational Statistics & Data Analysis. 52(2). 821–839. 3 indexed citations
6.
Faigenbaum, Avery D., et al.. (2005). Acute Effects of Different Warm-up Protocols on Fitness Performance in Children. The Journal of Strength and Conditioning Research. 19(2). 376–376. 173 indexed citations
7.
Aubert, Xavier, et al.. (2005). Modeling spontaneous speech variability in professional dictation. Speech Communication. 48(5). 493–515. 2 indexed citations
8.
Faigenbaum, Avery D., et al.. (2005). ACUTE EFFECTS OF DIFFERENT WARM-UP PROTOCOLS ON FITNESS PERFORMANCE IN CHILDREN. The Journal of Strength and Conditioning Research. 19(2). 376–381. 44 indexed citations
9.
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
10.
Bakker, Bart & Tom Heskes. (2003). Clustering ensembles of neural network models. Neural Networks. 16(2). 261–269. 82 indexed citations
11.
Heskes, Tom, et al.. (2003). Optimising newspaper sales using neural-Bayesian technology. Neural Computing and Applications. 12(3-4). 212–219. 3 indexed citations
12.
Heskes, Tom, Bart Bakker, & Bert Kappen. (2002). Approximate algorithms for neural-Bayesian approaches. Theoretical Computer Science. 287(1). 219–238. 1 indexed citations
13.
Bakker, Bart & Tom Heskes. (1999). Model clustering by deterministic annealing.. Radboud Repository (Radboud University). 87–92. 7 indexed citations
14.
Medendorp, W. Pieter, Bart Bakker, J.A.M. Van Gisbergen, & C.C.A.M. Gielen. (1999). Human Gaze Stabilization for Voluntary Off‐Centric Head Rotations. Annals of the New York Academy of Sciences. 871(1). 426–429. 2 indexed citations
15.
Bakker, Bart. (1999). A neural-Bayesian approach to survival analysis. Radboud Repository (Radboud University). 1999. 832–837. 6 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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