Nathaniel A. Woody

2.0k total citations · 1 hit paper
13 papers, 1.5k citations indexed

About

Nathaniel A. Woody is a scholar working on Analytical Chemistry, Industrial and Manufacturing Engineering and Artificial Intelligence. According to data from OpenAlex, Nathaniel A. Woody has authored 13 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 6 papers in Analytical Chemistry, 4 papers in Industrial and Manufacturing Engineering and 4 papers in Artificial Intelligence. Recurrent topics in Nathaniel A. Woody's work include Spectroscopy and Chemometric Analyses (6 papers), Computational Drug Discovery Methods (4 papers) and Water Quality Monitoring and Analysis (4 papers). Nathaniel A. Woody is often cited by papers focused on Spectroscopy and Chemometric Analyses (6 papers), Computational Drug Discovery Methods (4 papers) and Water Quality Monitoring and Analysis (4 papers). Nathaniel A. Woody collaborates with scholars based in United States, Netherlands and Spain. Nathaniel A. Woody's co-authors include Steven D. Brown, Robert N. Feudale, Anthony J. Myles, Yang Liu, Huwei Tan, Joan Ferré, Christopher Keefer, Christine C. Orozco, Li Di and David A. Tess and has published in prestigious journals such as Analytical Chemistry, Journal of Medicinal Chemistry and Analytica Chimica Acta.

In The Last Decade

Nathaniel A. Woody

13 papers receiving 1.5k citations

Hit Papers

An introduction to decision tree modeling 2004 2026 2011 2018 2004 250 500 750
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.

  1. An introduction to decision tree modeling
    2004 935 citations Anthony J. Myles, Robert N. Feudale et al. Journal of Chemometrics profile →

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Nathaniel A. Woody United States 8 440 254 222 211 158 13 1.5k
Anthony J. Myles United States 6 449 1.0× 257 1.0× 233 1.0× 209 1.0× 165 1.0× 6 1.5k
Robert N. Feudale United States 7 489 1.1× 254 1.0× 248 1.1× 225 1.1× 183 1.2× 8 1.5k
Bülent Üstün Netherlands 9 541 1.2× 148 0.6× 275 1.2× 195 0.9× 119 0.8× 13 1.2k
Huazhou Chen China 20 641 1.5× 257 1.0× 231 1.0× 318 1.5× 272 1.7× 82 1.5k
A.P. de Weijer Netherlands 14 454 1.0× 183 0.7× 170 0.8× 205 1.0× 154 1.0× 15 1.1k
Roy De Maesschalck Belgium 12 720 1.6× 349 1.4× 314 1.4× 305 1.4× 101 0.6× 15 2.4k
Clifford H. Spiegelman United States 25 524 1.2× 240 0.9× 173 0.8× 199 0.9× 174 1.1× 111 2.5k
L.M.C. Buydens Netherlands 26 954 2.2× 211 0.8× 382 1.7× 316 1.5× 224 1.4× 72 2.3k
Qingsong Xu China 14 608 1.4× 188 0.7× 258 1.2× 166 0.8× 145 0.9× 37 1.6k
Lili Xu China 18 222 0.5× 261 1.0× 75 0.3× 109 0.5× 123 0.8× 60 1.1k

Countries citing papers authored by Nathaniel A. Woody

Since Specialization
Citations

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

Fields of papers citing papers by Nathaniel A. Woody

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Nathaniel A. Woody. 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 Nathaniel A. Woody. The network helps show where Nathaniel A. Woody may publish in the future.

Co-authorship network of co-authors of Nathaniel A. Woody

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

All Works

13 of 13 papers shown
1.
Keefer, Christopher, George Chang, Li Di, et al.. (2023). The Comparison of Machine Learning and Mechanistic In Vitro–In Vivo Extrapolation Models for the Prediction of Human Intrinsic Clearance. Molecular Pharmaceutics. 20(11). 5616–5630. 13 indexed citations
2.
Ryu, Sangwoo, Nathaniel A. Woody, George Chang, Sumathy Mathialagan, & Manthena V. S. Varma. (2022). Identification of Organic Anion Transporter 2 Inhibitors: Screening, Structure-Based Analysis, and Clinical Drug Interaction Risk Assessment. Journal of Medicinal Chemistry. 65(21). 14578–14588. 4 indexed citations
3.
Tess, David A., Woodrow Burchett, George Chang, et al.. (2020). Evaluation of Prediction Accuracy for Volume of Distribution in Rat and Human Using In Vitro, In Vivo, PBPK and QSAR Methods. Journal of Pharmaceutical Sciences. 110(4). 1799–1823. 20 indexed citations
4.
Qiu, Yang, Dilip Rajagopalan, Susan C. Connor, et al.. (2008). Multivariate classification analysis of metabolomic data for candidate biomarker discovery in type 2 diabetes mellitus. Metabolomics. 4(4). 337–346. 22 indexed citations
5.
Woody, Nathaniel A. & Steven D. Brown. (2007). Selecting wavelet transform scales for multivariate classification. Journal of Chemometrics. 21(7-9). 357–363. 13 indexed citations
6.
Keefer, Christopher & Nathaniel A. Woody. (2006). Rejecting unclassifiable samples with decision forests. Chemometrics and Intelligent Laboratory Systems. 84(1-2). 40–45. 5 indexed citations
7.
Feudale, Robert N., Yang Liu, Nathaniel A. Woody, Huwei Tan, & Steven D. Brown. (2005). Wavelet orthogonal signal correction. Journal of Chemometrics. 19(1). 55–63. 14 indexed citations
8.
Woody, Nathaniel A.. (2004). Chemoinformatics: a textbook, Johann Gasteiger and Thomas Engel (eds), Wiley‐VCH, Weinheim, 2003, ISBN 3‐527‐30681‐1. Journal of Chemometrics. 18(6). 314–315. 3 indexed citations
9.
Woody, Nathaniel A., Robert N. Feudale, Anthony J. Myles, & Steven D. Brown. (2004). Transfer of Multivariate Calibrations between Four Near-Infrared Spectrometers Using Orthogonal Signal Correction. Analytical Chemistry. 76(9). 2595–2600. 50 indexed citations
10.
Myles, Anthony J., Robert N. Feudale, Yang Liu, Nathaniel A. Woody, & Steven D. Brown. (2004). An introduction to decision tree modeling. Journal of Chemometrics. 18(6). 275–285. 935 indexed citations breakdown →
11.
Woody, Nathaniel A. & Steven D. Brown. (2003). Hybrid Bayesian networks: making the hybrid Bayesian classifier robust to missing training data. Journal of Chemometrics. 17(5). 266–273. 1 indexed citations
12.
Woody, Nathaniel A. & Steven D. Brown. (2003). Partial least-squares modeling of continuous nodes in Bayesian networks. Analytica Chimica Acta. 490(1-2). 355–363. 2 indexed citations
13.
Feudale, Robert N., Nathaniel A. Woody, Huwei Tan, et al.. (2002). Transfer of multivariate calibration models: a review. Chemometrics and Intelligent Laboratory Systems. 64(2). 181–192. 422 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.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Anthony J. Myles Breakdown of academic impact, for papers by Robert N. Feudale Breakdown of academic impact, for papers by Bülent Üstün Breakdown of academic impact, for papers by Huazhou Chen Breakdown of academic impact, for papers by A.P. de Weijer Breakdown of academic impact, for papers by Roy De Maesschalck Breakdown of academic impact, for papers by Clifford H. Spiegelman Breakdown of academic impact, for papers by L.M.C. Buydens Breakdown of academic impact, for papers by Qingsong Xu Breakdown of academic impact, for papers by Lili Xu
Rankless by CCL
2026