Randy Paffenroth

4.5k total citations · 2 hit papers
80 papers, 3.0k citations indexed

About

Randy Paffenroth is a scholar working on Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition. According to data from OpenAlex, Randy Paffenroth has authored 80 papers receiving a total of 3.0k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Artificial Intelligence, 17 papers in Computer Networks and Communications and 14 papers in Computer Vision and Pattern Recognition. Recurrent topics in Randy Paffenroth's work include Anomaly Detection Techniques and Applications (10 papers), Target Tracking and Data Fusion in Sensor Networks (8 papers) and Advanced Chemical Sensor Technologies (8 papers). Randy Paffenroth is often cited by papers focused on Anomaly Detection Techniques and Applications (10 papers), Target Tracking and Data Fusion in Sensor Networks (8 papers) and Advanced Chemical Sensor Technologies (8 papers). Randy Paffenroth collaborates with scholars based in United States, Canada and Spain. Randy Paffenroth's co-authors include Chong Zhou, Eusebius J. Doedel, Björn Sandstede, Fabio Dercole, Bart E. Oldeman, Yuri A. Kuznetsov, Alan Champneys, Alexander M. Wyglinski, Donald J. Dichmann and Dale J. Mortensen and has published in prestigious journals such as SHILAP Revista de lepidopterología, The Journal of Physical Chemistry B and Journal of Computational Physics.

In The Last Decade

Randy Paffenroth

66 papers receiving 2.9k citations

Hit Papers

AUTO-07p: Continuation and bifurcation software for ordin... 2007 2026 2013 2019 2007 2017 400 800 1.2k
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. AUTO-07p: Continuation and bifurcation software for ordinary differential equations
    2007 1.2k citations Randy Paffenroth et al. profile →
  2. Anomaly Detection with Robust Deep Autoencoders
    2017 848 citations Randy Paffenroth et al. profile →

Peers

Randy Paffenroth
Bill Moran Australia
Luís A. Aguirre Brazil
Zhong Liu China
Hanping Hu China
David Bau United States
Bruce Hendrickson United States
Yong Wang China
Felipe Cucker Hong Kong
Jun Zhang China
Erik M. Bollt United States
Bill Moran Australia
Randy Paffenroth
Citations per year, relative to Randy Paffenroth Randy Paffenroth (= 1×) peers Bill Moran

Countries citing papers authored by Randy Paffenroth

Since Specialization
Citations

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

Fields of papers citing papers by Randy Paffenroth

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Randy Paffenroth

This figure shows the co-authorship network connecting the top 25 collaborators of Randy Paffenroth. A scholar is included among the top collaborators of Randy Paffenroth 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 Randy Paffenroth. Randy Paffenroth 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.
Paffenroth, Randy, et al.. (2024). Image Denoising Using the Geodesics' Gramian of the Manifold Underlying Patch-Space. Statistics Optimization & Information Computing. 12(6). 1775–1794.
2.
Paffenroth, Randy, et al.. (2024). Dynamical System Autoencoders. 1496–1503.
3.
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Paffenroth, Randy, et al.. (2023). Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance. SHILAP Revista de lepidopterología. 5(3). 868–890. 2 indexed citations
5.
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Paffenroth, Randy, et al.. (2023). Dimensionally reduced machine learning model for predicting single component octanol–water partition coefficients. Journal of Cheminformatics. 15(1). 9–9. 14 indexed citations
7.
Paffenroth, Randy, et al.. (2023). Conditioned Cycles in Sparse Data Domains: Applications to Electromagnetics. 132. 1324–1331. 1 indexed citations
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Paffenroth, Randy, et al.. (2022). Reconstruction of fragmented trajectories of collective motion using Hadamard deep autoencoders. Pattern Recognition. 131. 108891–108891. 5 indexed citations
10.
Sun, Ning, et al.. (2020). Machine Learning Pathway for Harnessing Knowledge and Data in Material Processing. International Journal of Metalcasting. 15(2). 398–410. 15 indexed citations
11.
Tlachac, ML, et al.. (2020). Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection. 302–307. 6 indexed citations
12.
Paffenroth, Randy, et al.. (2019). Parameter Continuation Methods for the Optimization of Deep Neural Networks. abs 1612 4010. 1637–1643. 2 indexed citations
13.
Paffenroth, Randy, et al.. (2018). Uniform Kirchhoff graphs. Linear Algebra and its Applications. 566. 1–16.
14.
Paffenroth, Randy, et al.. (2018). Matrices over finite fields and their Kirchhoff graphs. Linear Algebra and its Applications. 547. 128–147. 1 indexed citations
15.
Paffenroth, Randy, et al.. (2017). Probabilistic inference of Internet node geolocation with anomaly detection. 1–6. 3 indexed citations
16.
Paffenroth, Randy, et al.. (2017). Interactive Multiple Model Filter for Land-Mobile Satellite Communications at Ka-Band. IEEE Access. 5. 15414–15427. 12 indexed citations
17.
Calderon, Christopher P., Michael A. Thompson, Jason M. Casolari, Randy Paffenroth, & W. E. Moerner. (2013). Quantifying Transient 3D Dynamical Phenomena of Single mRNA Particles in Live Yeast Cell Measurements. The Journal of Physical Chemistry B. 117(49). 15701–15713. 14 indexed citations
18.
Lundberg, Scott, Randy Paffenroth, & Jason Yosinski. (2010). Analysis of CBRN sensor fusion methods. 1–8. 2 indexed citations
19.
Lundberg, Scott, Randy Paffenroth, & Jason Yosinski. (2010). Algorithms for distributed chemical sensor fusion. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 7698. 769806–769806. 2 indexed citations
20.
Hoffman, Kathleen, Robert S. Manning, & Randy Paffenroth. (2002). Calculation of the Stability Index in Parameter-Dependent Calculus of Variations Problems: Buckling of a Twisted Elastic Strut. SIAM Journal on Applied Dynamical Systems. 1(1). 115–145. 16 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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