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R

Randy Paffenroth

worcester polytechnic institute

20H-index
143Paper Count
4.5KCitation Count
Published Papers 16
Publication Date
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Biophysical properties and phenotypes of cell clusters detached from Staphylococcus epidermidis biofilms after matrix-targeted disruption
errColloids and Surfaces B: Biointerfaces
IF5.6
err2026-03-19
err0
errOAAI
errSydney R. Packard; Gabriel J. Bulacan; Thelge B. Peiris; Randy C. Paffenroth; Elizabeth J. Stewart
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Data-Driven Discovery of Reaction Pathways for Modeling Catalytic Cracking of Hydrocarbons
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-10-11
err0
PREAI
errBelden, Elizabeth R.; Brown, Avery; Paffenroth, Randy C.; Kazantzis, Nikolaos K.; Timko, Michael T.
errShare
errSave
Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance
errMACHINE LEARNING AND KNOWLEDGE EXTRACTION
IF6
err2023-07-31
err0
errOAAI
errLewandowski, Brian; Paffenroth, Randy
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errSave
Dimensionally reduced machine learning model for predicting single component octanol-water partition coefficients
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2023-01-19
err8
errOAAI
errKenney, David H.; Paffenroth, Randy C.; Timko, Michael T.; Teixeira, Andrew R.
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Accuracy of predictions made by machine learned models for biocrude yields obtained from hydrothermal liquefaction of organic wastes
errCHEMICAL ENGINEERING JOURNAL
IF13.2
err2022-08-01
err33
errOAAI
errCheng, Feng; Belden, Elizabeth R.; Li, Wenjing; Shahabuddin, Muntasir; Paffenroth, Randy C.; Timko, Michael T.
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errSave
Bounded manifold completion
errPATTERN RECOGNITION
IF7.6
err2021-03-01
err5
errOAAI
errGajamannage, Kelum; Paffenroth, Randy
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errSave
Network Topology Mapping From Partial Virtual Coordinates and Graph Geodesics
errIEEE-ACM TRANSACTIONS ON NETWORKING
IF3.6
err2019-12-01
err13
errOAAI
errJayasumana, Anura P.; Paffenroth, Randy; Mahindre, Gunjan; Ramasamy, Sridhar; Gajamannage, Kelum
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errSave
Reinforcement Learning for Satellite Communications: From LEO to Deep Space Operations
errIEEE COMMUNICATIONS MAGAZINE
IF8.2
err2019-05-01
err56
PREAI
errFerreira, Paulo Victor R.; Paffenroth, Randy; Wyglinski, Alexander M.; Hackett, Timothy M.; Bilen, Sven G.; Reinhart, Richard C.; Mortensen, Dale J.
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errSave
A nonlinear dimensionality reduction framework using smooth geodesics
errPATTERN RECOGNITION
IF7.6
err2019-03-01
err16
errOAAI
errGajamannage, Kelum; Paffenroth, Randy; Bollt, Erik M.
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errSave
Detecting task demand via an eye tracking machine learning system
errDECISION SUPPORT SYSTEMS
IF6.8
err2019-01-01
err52
PREAI
errShojaeizadeh, Mina; Djamasbi, Soussan; Paffenroth, Randy C.; Trapp, Andrew C.
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errSave
Random Forests for mapping and analysis of microkinetics models
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2018-07-01
err43
PREAI
errPartopour, Behnam; Paffenroth, Randy C.; Dixon, Anthony G.
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errSave
Multiobjective Reinforcement Learning for Cognitive Satellite Communications Using Deep Neural Network Ensembles
errIEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF17.2
err2018-05-01
err107
PREAI
errRodrigues Ferreira, Paulo Victor; Paffenroth, Randy; Wyglinski, Alexander M.; Hackett, Timothy M.; Bilen, Sven G.; Reinhart, Richard C.; Mortensen, Dale J.
errShare
errSave
Interactive Multiple Model Filter for Land-Mobile Satellite Communications at Ka-Band
errIEEE ACCESS
IF3.6
err2017-01-01
err8
errOAAI
errFerreira, Paulo Victor Rodrigues; Paffenroth, Randy; Wyglinski, Alexander M.
errShare
errSave
Experimental recovery regions for robust PCA
errSIGNAL PROCESSING
IF3.6
err2016-12-01
err1
PREAI
errBandara, Vidarshana W.; Scharf, Louis L.; Paffenroth, Randy C.; Jayasumana, Anura P.; Du Toit, Philip C.
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errSave
Space-Time Signal Processing for Distributed Pattern Detection in Sensor Networks
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2013-02-01
err37
PREAI
errPaffenroth, Randy; du Toit, Philip; Nong, Ryan; Scharf, Louis; Jayasumana, Anura P.; Bandara, Vidarshana
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errSave
Electromagnetic integral equations requiring small numbers of Krylov-subspace iterations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2009-09-01
err47
PREAI
errBruno, Oscar; Elling, Tim; Paffenroth, Randy; Turc, Catalin
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Louis L. Scharf
H-index: 50 · Papers: 425
A
Anthony G. Dixon
H-index: 48 · Papers: 167
N
Nikolaos Kazantzis
H-index: 48 · Papers: 337
M
Michaël T. Timko
H-index: 44 · Papers: 157
E
Erik M. Bollt
H-index: 40 · Papers: 282
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