Ella Bingham

3.2k total citations · 2 hit papers
30 papers, 2.1k citations indexed

About

Ella Bingham is a scholar working on Artificial Intelligence, Signal Processing and Molecular Biology. According to data from OpenAlex, Ella Bingham has authored 30 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Artificial Intelligence, 14 papers in Signal Processing and 7 papers in Molecular Biology. Recurrent topics in Ella Bingham's work include Blind Source Separation Techniques (12 papers), Neural Networks and Applications (9 papers) and Bayesian Methods and Mixture Models (4 papers). Ella Bingham is often cited by papers focused on Blind Source Separation Techniques (12 papers), Neural Networks and Applications (9 papers) and Bayesian Methods and Mixture Models (4 papers). Ella Bingham collaborates with scholars based in Finland, United Kingdom and Greece. Ella Bingham's co-authors include Heikki Mannila, Aapo Hyvärinen, Ata Kabán, Mikael Fortelius, Kari Lintulaakso, Nils Chr. Stenseth, Lee Hsiang Liow, Mark Girolami, Krista Lagus and Teemu Hirsimäki and has published in prestigious journals such as Proceedings of the National Academy of Sciences, American Journal of Public Health and European Journal of Operational Research.

In The Last Decade

Ella Bingham

28 papers receiving 1.9k citations

Hit Papers

Random projection in dimensionality reduction 2000 2026 2008 2017 2001 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
Ella Bingham Finland 13 887 699 492 308 189 30 2.1k
Seong G. Kong South Korea 34 328 0.4× 479 0.7× 2.0k 4.1× 326 1.1× 189 1.0× 108 3.7k
H. Bourlard Switzerland 26 1.8k 2.0× 2.1k 3.0× 695 1.4× 248 0.8× 38 0.2× 65 3.2k
Scott Rickard Ireland 18 1.9k 2.1× 344 0.5× 414 0.8× 1.1k 3.6× 122 0.6× 93 2.8k
Roberto Togneri Australia 25 1.3k 1.4× 1.1k 1.6× 1.5k 3.1× 536 1.7× 37 0.2× 176 3.2k
Özgür Çetin United States 12 780 0.9× 919 1.3× 549 1.1× 192 0.6× 23 0.1× 27 2.0k
Nash Borges United States 6 593 0.7× 669 1.0× 527 1.1× 186 0.6× 23 0.1× 9 1.7k
Joe Frankel United Kingdom 18 1.1k 1.2× 1.3k 1.9× 571 1.2× 184 0.6× 23 0.1× 38 2.5k
Jeffrey A. Bilmes United States 22 794 0.9× 1.3k 1.9× 652 1.3× 77 0.3× 44 0.2× 63 3.2k
Shinichi Nakajima Japan 17 217 0.2× 1.0k 1.5× 580 1.2× 147 0.5× 41 0.2× 105 2.0k
Xuemin Chi China 7 575 0.6× 638 0.9× 551 1.1× 182 0.6× 23 0.1× 14 1.8k

Countries citing papers authored by Ella Bingham

Since Specialization
Citations

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

Fields of papers citing papers by Ella Bingham

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ella Bingham

This figure shows the co-authorship network connecting the top 25 collaborators of Ella Bingham. A scholar is included among the top collaborators of Ella Bingham 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 Ella Bingham. Ella Bingham 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.
Varga, Tamás, et al.. (2017). Rapid Phenotyping of Root Systems of Brachypodium Plants Using X-ray Computed Tomography: a Comparative Study of Soil Types and Segmentation Tools. AGUFM. 2017. 1 indexed citations
2.
Bingham, Ella, et al.. (2010). Linkage Disequilibrium between Chromosomes in the Human Genome: Test Statistics and Rapid Computation. Työväentutkimus Vuosikirja. 1 indexed citations
3.
Bingham, Ella, et al.. (2009). Enhancing the stability and efficiency of spectral ordering with partial supervision and feature selection. Knowledge and Information Systems. 23(2). 243–265. 11 indexed citations
5.
Liow, Lee Hsiang, Mikael Fortelius, Ella Bingham, et al.. (2008). Higher origination and extinction rates in larger mammals. Proceedings of the National Academy of Sciences. 105(16). 6097–6102. 127 indexed citations
6.
Bingham, Ella & Heikki Mannila. (2008). Complexity control in a mixture model by the Hardy–Weinberg equilibrium. Computational Statistics & Data Analysis. 53(5). 1711–1719. 2 indexed citations
7.
Kabán, Ata & Ella Bingham. (2008). Factorisation and denoising of 0–1 data: A variational approach. Neurocomputing. 71(10-12). 2291–2308. 21 indexed citations
8.
Bingham, Ella, et al.. (2006). Segmentation and dimensionality reduction. 372–383. 26 indexed citations
9.
Bingham, Ella, Ata Kabán, & Mark Girolami. (2003). Topic Identification in Dynamical Text by Complexity Pursuit. Neural Processing Letters. 17(1). 69–83. 31 indexed citations
10.
Bingham, Ella, et al.. (2002). ICA and SOM in text document analysis. 2 indexed citations
11.
Bingham, Ella, et al.. (2002). ICA and SOM in text document analysis. 361–362. 24 indexed citations
12.
Seppänen, Jouni K., Jaakko Hollmén, Ella Bingham, & Heikki Mannila. (2002). Nonnegative Matrix Factorization on Gene Expression Data. 1 indexed citations
13.
Bingham, Ella & Heikki Mannila. (2001). Random projection in dimensionality reduction. 245–250. 779 indexed citations breakdown →
14.
Bingham, Ella. (2001). Reinforcement learning in neurofuzzy traffic signal control. European Journal of Operational Research. 131(2). 232–241. 119 indexed citations
15.
Bingham, Ella, Ata Kabán, & Mark Girolami. (2001). Finding Topics in Dynamical Text: Application to Chat Line Discussions. 7 indexed citations
16.
Bingham, Ella. (2000). A Fast Fixed-Point Algorithm for Independent Component Analysis of Complex Valued Signals. International Journal of Neural Systems. 10(1). 1–8. 277 indexed citations
17.
Bingham, Ella & Aapo Hyvärinen. (2000). A FAST FIXED-POINT ALGORITHM FOR INDEPENDENT COMPONENT ANALYSIS OF COMPLEX VALUED SIGNALS. International Journal of Neural Systems. 10(1). 1–8. 548 indexed citations breakdown →
18.
Bingham, Ella & Aapo Hyvärinen. (2000). ICA of complex valued signals: a fast and robust deflationary algorithm. 357–362 vol.3. 21 indexed citations
19.
Bingham, Ella. (1983). The 'Right-to-Know' movement.. American Journal of Public Health. 73(11). 1302–1302. 11 indexed citations
20.
Bingham, Ella, et al.. (1979). NIOSH/OSHA joint current intelligence bulletin No. 26. NIAX catalyst ESN--a mixture of dimethylaminopropionitrile and bis [2-(dimethylamino)ethyl] ether.. PubMed. 40(3). A36–42. 2 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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