Robert K. L. Kennedy

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Highly Imbalanced

Top Venues

Publications

Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee
Synthesizing class labels for highly imbalanced credit card fraud detection data. J. Big Data 11 (1) (2024)
Robert K. L. Kennedy, Zahra Salekshahrezaee, Flavio Villanustre, Taghi M. Khoshgoftaar
Iterative cleaning and learning of big highly-imbalanced fraud data using unsupervised learning. J. Big Data 10 (1) (2023)
Robert K. L. Kennedy, Zahra Salekshahrezaee, Taghi M. Khoshgoftaar
Unsupervised Anomaly Detection of Class Imbalanced Cognition Data Using an Iterative Cleaning Method. IRI (2023)
Justin M. Johnson, Robert K. L. Kennedy, Taghi M. Khoshgoftaar
Learning from Highly Imbalanced Big Data with Label Noise. Int. J. Artif. Intell. Tools 32 (5) (2023)
Robert K. L. Kennedy, Taghi M. Khoshgoftaar
A Novel Approach to Synthesize Class Labels in Highly Imbalanced Large Data. CogMI (2023)
Robert K. L. Kennedy, Zahra Salekshahrezaee, Taghi M. Khoshgoftaar
A Novel Approach for Unsupervised Learning of Highly-Imbalanced Data. CogMI (2022)
Robert K. L. Kennedy, Taghi M. Khoshgoftaar
An Examination of Neural Networks on Cluster Computers. BigDataService (2021)
Robert K. L. Kennedy, Justin M. Johnson, Taghi M. Khoshgoftaar
The Effects of Class Label Noise on Highly-Imbalanced Big Data. ICTAI (2021)
Robert K. L. Kennedy, Taghi M. Khoshgoftaar
Accelerated Deep Learning on HPCC Systems. ICMLA (2020)
Robert K. L. Kennedy, Taghi M. Khoshgoftaar, Flavio Villanustre, Timothy Humphrey
A parallel and distributed stochastic gradient descent implementation using commodity clusters. J. Big Data 6 (2019)