Herbert K. H. Lee

2.4k total citations
47 papers, 1.5k citations indexed

About

Herbert K. H. Lee is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Statistics and Probability. According to data from OpenAlex, Herbert K. H. Lee has authored 47 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 31 papers in Artificial Intelligence, 17 papers in Computational Theory and Mathematics and 9 papers in Statistics and Probability. Recurrent topics in Herbert K. H. Lee's work include Gaussian Processes and Bayesian Inference (22 papers), Advanced Multi-Objective Optimization Algorithms (17 papers) and Probabilistic and Robust Engineering Design (7 papers). Herbert K. H. Lee is often cited by papers focused on Gaussian Processes and Bayesian Inference (22 papers), Advanced Multi-Objective Optimization Algorithms (17 papers) and Probabilistic and Robust Engineering Design (7 papers). Herbert K. H. Lee collaborates with scholars based in United States, Brazil and United Kingdom. Herbert K. H. Lee's co-authors include Robert B. Gramacy, Marco A. R. Ferreira, Genetha A. Gray, Dave Higdon, William G. Macready, Matthew A. Taddy, Stefan M. Wild, Pritam Ranjan, Sébastien Le Digabel and David Higdon and has published in prestigious journals such as Journal of the American Statistical Association, Technometrics and Machine Learning.

In The Last Decade

Herbert K. H. Lee

42 papers receiving 1.4k citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Herbert K. H. Lee United States 19 655 608 353 328 184 47 1.5k
Hugh Chipman Canada 22 801 1.2× 440 0.7× 551 1.6× 279 0.9× 712 3.9× 48 2.5k
Rui Paulo United States 8 300 0.5× 244 0.4× 202 0.6× 358 1.1× 400 2.2× 12 1.3k
Isabella Verdinelli United States 18 495 0.8× 568 0.9× 779 2.2× 470 1.4× 768 4.2× 38 2.3k
James Gattiker United States 12 247 0.4× 284 0.5× 162 0.5× 394 1.2× 59 0.3× 26 1.1k
Serafı́n Moral Spain 28 1.7k 2.5× 520 0.9× 843 2.4× 155 0.5× 399 2.2× 112 2.2k
Donald Ylvisaker United States 17 476 0.7× 990 1.6× 931 2.6× 788 2.4× 777 4.2× 32 2.6k
Heung Wong Hong Kong 25 291 0.4× 257 0.4× 234 0.7× 65 0.2× 239 1.3× 125 1.9k
Fábio Gagliardi Cozman Brazil 21 1.3k 2.0× 302 0.5× 329 0.9× 79 0.2× 113 0.6× 180 2.1k
Luca Martino Spain 28 1.0k 1.5× 99 0.2× 128 0.4× 236 0.7× 463 2.5× 107 2.1k

Countries citing papers authored by Herbert K. H. Lee

Since Specialization
Citations

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

Fields of papers citing papers by Herbert K. H. Lee

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Herbert K. H. Lee. 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 Herbert K. H. Lee. The network helps show where Herbert K. H. Lee may publish in the future.

Co-authorship network of co-authors of Herbert K. H. Lee

This figure shows the co-authorship network connecting the top 25 collaborators of Herbert K. H. Lee. A scholar is included among the top collaborators of Herbert K. H. Lee 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 Herbert K. H. Lee. Herbert K. H. Lee 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.
Lee, Herbert K. H., et al.. (2024). Equivalence testing for multiple groups. Stat. 13(1).
2.
Meng, Rui, Braden Soper, Herbert K. H. Lee, et al.. (2021). Nonstationary multivariate Gaussian processes for electronic health records. Journal of Biomedical Informatics. 117. 103698–103698. 8 indexed citations
3.
Lee, Herbert K. H., et al.. (2021). Bayesian Optimization Via Barrier Functions. Journal of Computational and Graphical Statistics. 31(1). 74–83. 19 indexed citations
4.
Lee, Herbert K. H., et al.. (2017). Real-Time Detection of In-flight Aircraft Damage. Journal of Classification. 34(3). 494–513. 1 indexed citations
5.
Gramacy, Robert B., Genetha A. Gray, Sébastien Le Digabel, et al.. (2014). Modeling an Augmented Lagrangian for Improved Blackbox Constrained Optimization. PolyPublie (École Polytechnique de Montréal). 7 indexed citations
6.
Lee, Herbert K. H., et al.. (2014). Variable selection via a multi-stage strategy. Journal of Applied Statistics. 42(4). 762–774. 2 indexed citations
7.
Lee, Herbert K. H., et al.. (2014). Sequential design for achieving estimated accuracy of global sensitivities. Applied Stochastic Models in Business and Industry. 31(6). 782–800. 3 indexed citations
8.
Lee, Herbert K. H., et al.. (2014). Finding and Choosing among Multiple Optima. Applied Mathematics. 5(2). 300–317. 2 indexed citations
9.
Lee, Herbert K. H., et al.. (2014). Sequential process convolution Gaussian process models via particle learning. Statistics and Its Interface. 7(4). 465–475. 2 indexed citations
10.
Sansó, Bruno, et al.. (2012). Modeling and Anomalous Cluster Detection for Point Processes Using Process Convolutions. Journal of Computational and Graphical Statistics. 23(1). 129–150. 1 indexed citations
11.
Holsclaw, Tracy, Bruno Sansó, Herbert K. H. Lee, et al.. (2012). Gaussian Process Modeling of Derivative Curves. Technometrics. 55(1). 57–67. 29 indexed citations
12.
Lee, Herbert K. H., Matthew A. Taddy, & Genetha A. Gray. (2010). Selection of a Representative Sample. Journal of Classification. 27(1). 41–53. 6 indexed citations
13.
Taddy, Matthew A., Herbert K. H. Lee, Genetha A. Gray, & Joshua Griffin. (2009). Bayesian Guided Pattern Search for Robust Local Optimization. Technometrics. 51(4). 389–401. 45 indexed citations
14.
Gramacy, Robert B. & Herbert K. H. Lee. (2008). Adaptive design of supercomputer experiments. arXiv (Cornell University). 12 indexed citations
15.
Gramacy, Robert B. & Herbert K. H. Lee. (2008). Bayesian Treed Gaussian Process Models With an Application to Computer Modeling. Journal of the American Statistical Association. 103(483). 1119–1130. 396 indexed citations
16.
Lee, Herbert K. H.. (2007). Default Priors for Neural Network Classification. Journal of Classification. 24(1). 53–70. 4 indexed citations
17.
Ferreira, Marco A. R., David Higdon, Herbert K. H. Lee, & Mike West. (2006). Multi-scale and hidden resolution time series models. Bayesian Analysis. 1(4). 23 indexed citations
18.
Lee, Herbert K. H. & Merlise A. Clyde. (2004). Lossless Online Bayesian Bagging. Journal of Machine Learning Research. 5. 143–151. 21 indexed citations
19.
Lee, Herbert K. H., et al.. (2002). Markov Random Field Models for High-Dimensional Parameters in Simulations of Fluid Flow in Porous Media. Technometrics. 44(3). 230–241. 60 indexed citations
20.
Lee, Herbert K. H.. (2001). Model Selection for Neural Network Classification. Journal of Classification. 18(2). 227–243. 24 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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