Kristin P. Bennett

10.0k total citations · 2 hit papers
138 papers, 6.3k citations indexed

About

Kristin P. Bennett is a scholar working on Artificial Intelligence, Molecular Biology and Computer Vision and Pattern Recognition. According to data from OpenAlex, Kristin P. Bennett has authored 138 papers receiving a total of 6.3k indexed citations (citations by other indexed papers that have themselves been cited), including 44 papers in Artificial Intelligence, 32 papers in Molecular Biology and 22 papers in Computer Vision and Pattern Recognition. Recurrent topics in Kristin P. Bennett's work include Face and Expression Recognition (16 papers), Tuberculosis Research and Epidemiology (14 papers) and Computational Drug Discovery Methods (12 papers). Kristin P. Bennett is often cited by papers focused on Face and Expression Recognition (16 papers), Tuberculosis Research and Epidemiology (14 papers) and Computational Drug Discovery Methods (12 papers). Kristin P. Bennett collaborates with scholars based in United States, United Kingdom and France. Kristin P. Bennett's co-authors include Ayhan Demiriz, O. L. Mangasarian, Colin Campbell, Jinbo Bi, Curt M. Breneman, John Shawe‐Taylor, Mark J. Embrechts, Minghu Song, Patricia Bradley and Scott Vandenberg and has published in prestigious journals such as Bioinformatics, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Kristin P. Bennett

130 papers receiving 5.9k citations

Hit Papers

align trajectories sort by overperformance

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Semi-Supervised Support Vector Machines

1998 557 citations Kristin P. Bennett, Ayhan Demiriz Neural Information Processing Systems profile →
Robust linear programming discrimination of two linearly inseparable sets

1992 499 citations Kristin P. Bennett et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Kristin P. Bennett United States	41	2.8k	1.7k	851	701	632	138	6.3k
Michel Verleysen Belgium	44	4.1k 1.5×	2.5k 1.5×	594 0.7×	413 0.6×	522 0.8×	287	8.7k
Dale Schuurmans Canada	35	4.2k 1.5×	1.9k 1.1×	437 0.5×	458 0.7×	373 0.6×	172	7.7k
Neil D. Lawrence United Kingdom	49	3.8k 1.3×	1.8k 1.1×	1.2k 1.4×	722 1.0×	1.2k 1.9×	172	8.4k
Yu Zhang China	41	4.1k 1.4×	1.9k 1.1×	326 0.4×	372 0.5×	344 0.5×	287	7.6k
Shigeo Abe Japan	31	3.0k 1.0×	2.1k 1.3×	425 0.5×	365 0.5×	1.1k 1.7×	198	7.4k
Paolo Frasconi Italy	33	4.2k 1.5×	1.6k 0.9×	1.4k 1.7×	493 0.7×	946 1.5×	130	10.0k
Jacek M. Żurada United States	36	3.7k 1.3×	1.7k 1.0×	311 0.4×	470 0.7×	1000 1.6×	208	7.4k
Andrew K. C. Wong Canada	32	2.9k 1.0×	2.7k 1.6×	956 1.1×	569 0.8×	421 0.7×	161	7.8k
Shitong Wang China	44	3.9k 1.4×	2.4k 1.4×	459 0.5×	353 0.5×	503 0.8×	406	6.9k
P. M. Durai Raj Vincent India	28	4.0k 1.4×	2.7k 1.6×	677 0.8×	264 0.4×	557 0.9×	92	10.0k

Countries citing papers authored by Kristin P. Bennett

Since Specialization

Citations

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

Fields of papers citing papers by Kristin P. Bennett

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kristin P. Bennett. 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 Kristin P. Bennett. The network helps show where Kristin P. Bennett may publish in the future.

Co-authorship network of co-authors of Kristin P. Bennett

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Bennett, Kristin P., et al.. (2025). Encoding Matters: Impact of Categorical Variable Encoding on Performance and Bias. 603–608.

Erickson, John, et al.. (2024). DeFi Survival Analysis: Insights Into the Emerging Decentralized Financial Ecosystem. 3(1). 1–23. 1 indexed citations

Seneviratne, Oshani, Amar K. Das, Sabbir M. Rashid, et al.. (2023). Semantically enabling clinical decision support recommendations. Journal of Biomedical Semantics. 14(1). 8–8. 3 indexed citations

Gruen, Daniel M., et al.. (2021). Quantifying representativeness in randomized clinical trials using machine learning fairness metrics. JAMIA Open. 4(3). ooab077–ooab077. 16 indexed citations

Bennett, Kristin P., et al.. (2020). MOSAIC: a joint modeling methodology for combined circadian and non-circadian analysis of multi-omics data. Bioinformatics. 37(6). 767–774. 9 indexed citations

Gruen, Daniel M., et al.. (2020). Visualizing Inequities in Clinical Trials using ML Fairness Metrics.. AMIA. 1 indexed citations

Bennett, Kristin P., et al.. (2019). ECHO: an application for detection and analysis of oscillators identifies metabolic regulation on genome-wide circadian output. Bioinformatics. 36(3). 773–781. 33 indexed citations

Hendler, James, et al.. (2015). Understanding Emergency Department 72-Hour Revisits Among Medicaid Patients Using Electronic Healthcare Records. Big Data. 3(4). 238–248. 13 indexed citations

Salasznyk, Roman M., Robert F. Klees, Phaedra Agius, et al.. (2007). Mechanical Strain Enhances Extracellular Matrix-Induced Gene Focusing and Promotes Osteogenic Differentiation of Human Mesenchymal Stem Cells Through an Extracellular-Related Kinase-Dependent Pathway. Stem Cells and Development. 16(3). 467–480. 85 indexed citations

10.

Bennett, Kristin P. & Emilio Parrado-Hernández. (2006). The Interplay of Optimization and Machine Learning Research. Journal of Machine Learning Research. 7(46). 1265–1281. 98 indexed citations

11.

Salasznyk, Roman M., et al.. (2005). Comparing the Protein Expression Profiles of Human Mesenchymal Stem Cells and Human Osteoblasts Using Gene Ontologies. Stem Cells and Development. 14(4). 354–366. 51 indexed citations

12.

Salasznyk, Roman M., et al.. (2005). Focusing of Gene Expression as the Basis of Stem Cell Differentiation. Stem Cells and Development. 14(6). 608–620. 22 indexed citations

13.

Bennett, Kristin P.. (2003). An Optimization Perspective on Kernel Partial Least Squares Regression. 28(66). e202202407–e202202407. 61 indexed citations

14.

Bi, Jinbo & Kristin P. Bennett. (2003). Regression error characteristic curves. International Conference on Machine Learning. 43–50. 141 indexed citations

15.

Bennett, Kristin P., Patricia Bradley, & Ayhan Demiriz. (2000). Constrained K-Means Clustering. 8–7. 230 indexed citations

16.

Campbell, Colin & Kristin P. Bennett. (2000). A Linear Programming Approach to Novelty Detection. Neural Information Processing Systems. 13. 395–401. 138 indexed citations

17.

Wu, Donghui, Kristin P. Bennett, Nello Cristianini, & John Shawe‐Taylor. (1999). Large Margin Trees for Induction and Transduction. UCL Discovery (University College London). 474–483. 16 indexed citations

18.

Wu, Donghui, Kristin P. Bennett, Nello Cristianini, & John Shawe‐Taylor. (1999). Large Margin Decision Trees for Induction and Transduction. ePrints Soton (University of Southampton). 8 indexed citations

19.

Bennett, Kristin P. & Ayhan Demiriz. (1998). Semi-Supervised Support Vector Machines. Neural Information Processing Systems. 11. 368–374. 557 indexed citations breakdown →

20.

Bennett, Kristin P., Michael C. Ferris, & Yannis Ioannidis. (1991). A Genetic Algorithm for Database Query Optimization. Minds at UW (University of Wisconsin). 400–407. 72 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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