David Ellison

744 total citations
14 papers, 516 citations indexed

About

David Ellison is a scholar working on Artificial Intelligence, Molecular Biology and Biomedical Engineering. According to data from OpenAlex, David Ellison has authored 14 papers receiving a total of 516 indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Artificial Intelligence, 4 papers in Molecular Biology and 4 papers in Biomedical Engineering. Recurrent topics in David Ellison's work include Data Stream Mining Techniques (4 papers), 3D Printing in Biomedical Research (4 papers) and Cellular Mechanics and Interactions (3 papers). David Ellison is often cited by papers focused on Data Stream Mining Techniques (4 papers), 3D Printing in Biomedical Research (4 papers) and Cellular Mechanics and Interactions (3 papers). David Ellison collaborates with scholars based in United States, Spain and United Kingdom. David Ellison's co-authors include Lee D. Baker, Andre Levchenko, Pat Dugard, David A. McClellan, Kshitiz Gupta, Deok‐Ho Kim, Christopher L. Smith, Arnab Kundu, Kahp-Yang Suh and Andrew J. Ewald and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Expert Systems with Applications and Lab on a Chip.

In The Last Decade

David Ellison

14 papers receiving 498 citations

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
David Ellison United States	8	182	136	81	79	71	14	516
Matteo Barbieri Italy	11	88 0.5×	135 1.0×	16 0.2×	27 0.3×	52 0.7×	33	941
Wen‐Yi Chang Taiwan	18	149 0.8×	258 1.9×	63 0.8×	309 3.9×	10 0.1×	48	1.2k
Hua Peng China	19	27 0.1×	430 3.2×	15 0.2×	50 0.6×	22 0.3×	73	1.1k
Masahiro Saito Japan	13	37 0.2×	108 0.8×	20 0.2×	16 0.2×	25 0.4×	49	478
Mario Pagano Italy	15	43 0.2×	105 0.8×	18 0.2×	5 0.1×	39 0.5×	49	860
Sungsu Lee South Korea	17	97 0.5×	329 2.4×	55 0.7×	34 0.4×	30 0.4×	113	1.0k
Fubin Wang China	17	219 1.2×	327 2.4×	14 0.2×	24 0.3×	190 2.7×	50	979
Xiaoyu Qu China	19	18 0.1×	224 1.6×	28 0.3×	20 0.3×	18 0.3×	59	810
Steffen Vogler Germany	9	101 0.6×	93 0.7×	14 0.2×	31 0.4×	62 0.9×	16	335
Xianpeng Liu China	18	120 0.7×	523 3.8×	69 0.9×	8 0.1×	74 1.0×	45	1.1k

Countries citing papers authored by David Ellison

Since Specialization

Citations

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

Fields of papers citing papers by David Ellison

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of David Ellison

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

All Works

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14 of 14 papers shown

Guitart, Jordi, et al.. (2022). Scanflow-K8s: Agent-based Framework for Autonomic Management and Supervision of ML Workflows in Kubernetes Clusters. QRU Quaderns de Recerca en Urbanisme. 376–385. 6 indexed citations

Guitart, Jordi, et al.. (2022). Scanflow: A multi-graph framework for Machine Learning workflow management, supervision, and debugging. Expert Systems with Applications. 202. 117232–117232. 5 indexed citations

Guitart, Jordi, et al.. (2022). Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation. 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC). 32–37. 5 indexed citations

Guitart, Jordi, et al.. (2021). Scanflow. QRU Quaderns de Recerca en Urbanisme. 1–2. 5 indexed citations

Kang, Tae-Yun, et al.. (2019). 3D Analysis of Multi-cellular Responses to Chemoattractant Gradients. Journal of Visualized Experiments. 4 indexed citations

Gupta, Kshitiz, David Ellison, Yasir Suhail, et al.. (2019). Dynamic secretome of bone marrow-derived stromal cells reveals a cardioprotective biochemical cocktail. Proceedings of the National Academy of Sciences. 116(28). 14374–14383. 25 indexed citations

Ellison, David, Andrew Mugler, Matthew Brennan, et al.. (2016). Cell–cell communication enhances the capacity of cell ensembles to sense shallow gradients during morphogenesis. Proceedings of the National Academy of Sciences. 113(6). E679–88. 113 indexed citations

Gupta, Kshitiz, Junaid Afzal, Yasir Suhail, et al.. (2015). Control of the interface between heterotypic cell populations reveals the mechanism of intercellular transfer of signaling proteins. Integrative Biology. 7(3). 364–372. 7 indexed citations

Gupta, Kshitiz, Deok‐Ho Kim, David Ellison, et al.. (2010). Lab-on-a-chip devices as an emerging platform for stem cell biology. Lab on a Chip. 10(16). 2019–2019. 103 indexed citations

10.

McClellan, David A. & David Ellison. (2010). Assessing and improving the accuracy of detecting protein adaptation with the TreeSAAP analytical software. International Journal of Bioinformatics Research and Applications. 6(2). 120–120. 38 indexed citations

11.

Ellison, David, et al.. (2009). Computational model and microfluidic platform for the investigation of paracrine and autocrine signaling in mouse embryonic stem cells. Molecular BioSystems. 5(9). 1004–1012. 28 indexed citations

12.

Baker, Lee D. & David Ellison. (2008). The wisdom of crowds — ensembles and modules in environmental modelling. Geoderma. 147(1-2). 1–7. 34 indexed citations

13.

Baker, Lee D. & David Ellison. (2008). Optimisation of pedotransfer functions using an artificial neural network ensemble method. Geoderma. 144(1-2). 212–224. 85 indexed citations

14.

Ellison, David, et al.. (1997). Software cost estimation using an Albus perceptron (CMAC). Information and Software Technology. 39(1). 55–60. 58 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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