Randy Paffenroth - Publications, H-index & Citations

Randy Paffenroth

worcester polytechnic institute

20H指数

143论文数

4.5K被引数

收录论文 16

发表时间

Biophysical properties and phenotypes of cell clusters detached from Staphylococcus epidermidis biofilms after matrix-targeted disruption 表皮葡萄球菌生物膜基质靶向破坏后分离的细胞簇的生物物理特性与表型

Colloids and Surfaces B: Biointerfaces

IF5.6

2026-03-19

OAAI

Sydney R. Packard; Gabriel J. Bulacan; Thelge B. Peiris; Randy C. Paffenroth; Elizabeth J. Stewart

Data-Driven Discovery of Reaction Pathways for Modeling Catalytic Cracking of Hydrocarbons 用于模拟碳氢化合物催化裂化的反应途径的数据驱动发现

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2024-10-11

PREAI

Belden, Elizabeth R.; Brown, Avery; Paffenroth, Randy C.; Kazantzis, Nikolaos K.; Timko, Michael T.

Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance

MACHINE LEARNING AND KNOWLEDGE EXTRACTION

IF6

2023-07-31

OAAI

Lewandowski, Brian; Paffenroth, Randy

Dimensionally reduced machine learning model for predicting single component octanol-water partition coefficients

JOURNAL OF CHEMINFORMATICS

IF5.7

2023-01-19

OAAI

Kenney, David H.; Paffenroth, Randy C.; Timko, Michael T.; Teixeira, Andrew R.

Accuracy of predictions made by machine learned models for biocrude yields obtained from hydrothermal liquefaction of organic wastes

CHEMICAL ENGINEERING JOURNAL

IF13.2

2022-08-01

OAAI

Cheng, Feng; Belden, Elizabeth R.; Li, Wenjing; Shahabuddin, Muntasir; Paffenroth, Randy C.; Timko, Michael T.

Bounded manifold completion

PATTERN RECOGNITION

IF7.6

2021-03-01

OAAI

Gajamannage, Kelum; Paffenroth, Randy

Network Topology Mapping From Partial Virtual Coordinates and Graph Geodesics

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2019-12-01

OAAI

Jayasumana, Anura P.; Paffenroth, Randy; Mahindre, Gunjan; Ramasamy, Sridhar; Gajamannage, Kelum

Reinforcement Learning for Satellite Communications: From LEO to Deep Space Operations

IEEE COMMUNICATIONS MAGAZINE

IF8.2

2019-05-01

PREAI

Ferreira, Paulo Victor R.; Paffenroth, Randy; Wyglinski, Alexander M.; Hackett, Timothy M.; Bilen, Sven G.; Reinhart, Richard C.; Mortensen, Dale J.

A nonlinear dimensionality reduction framework using smooth geodesics

PATTERN RECOGNITION

IF7.6

2019-03-01

OAAI

Gajamannage, Kelum; Paffenroth, Randy; Bollt, Erik M.

Detecting task demand via an eye tracking machine learning system

DECISION SUPPORT SYSTEMS

IF6.8

2019-01-01

PREAI

Shojaeizadeh, Mina; Djamasbi, Soussan; Paffenroth, Randy C.; Trapp, Andrew C.

Random Forests for mapping and analysis of microkinetics models

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2018-07-01

PREAI

Partopour, Behnam; Paffenroth, Randy C.; Dixon, Anthony G.

Multiobjective Reinforcement Learning for Cognitive Satellite Communications Using Deep Neural Network Ensembles

IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

IF17.2

2018-05-01

107

PREAI

Rodrigues Ferreira, Paulo Victor; Paffenroth, Randy; Wyglinski, Alexander M.; Hackett, Timothy M.; Bilen, Sven G.; Reinhart, Richard C.; Mortensen, Dale J.

Interactive Multiple Model Filter for Land-Mobile Satellite Communications at Ka-Band

IEEE ACCESS

IF3.6

2017-01-01

OAAI

Ferreira, Paulo Victor Rodrigues; Paffenroth, Randy; Wyglinski, Alexander M.

Experimental recovery regions for robust PCA

SIGNAL PROCESSING

IF3.6

2016-12-01

PREAI

Bandara, Vidarshana W.; Scharf, Louis L.; Paffenroth, Randy C.; Jayasumana, Anura P.; Du Toit, Philip C.

Space-Time Signal Processing for Distributed Pattern Detection in Sensor Networks

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2013-02-01

PREAI

Paffenroth, Randy; du Toit, Philip; Nong, Ryan; Scharf, Louis; Jayasumana, Anura P.; Bandara, Vidarshana

Electromagnetic integral equations requiring small numbers of Krylov-subspace iterations

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2009-09-01

PREAI

Bruno, Oscar; Elling, Tim; Paffenroth, Randy; Turc, Catalin

研究方向