Logan Cummins

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Pattern Detection

Competence Development

Chronic Hepatitis

Subsequence Matching

Top Venues

Publications

Logan Cummins, Alexander Sommers, Somayeh Bakhtiari Ramezani, Sudip Mittal, Joseph Jabour, Maria Seale, Shahram Rahimi
Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities. CoRR (2024)
Logan Cummins, Alexander Sommers, Somayeh Bakhtiari Ramezani, Sudip Mittal, Joseph Jabour, Maria Seale, Shahram Rahimi
Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities. IEEE Access 12 (2024)
Alexander Sommers, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold
A Survey of Transformer Enabled Time Series Synthesis. CoRR (2024)
Alexander Sommers, Somayeh Bakhtiari Ramezani, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour
Generating Synthetic Time Series Data for Cyber-Physical Systems. CoRR (2024)
Logan Cummins, Brad Killen, Somayeh Bakhtiari Ramezani, Shahram Rahimi, Maria Seale, Sudip Mittal
A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries. FLAIRS (2023)
Mohammad Nagahisarchoghaei, Mirhossein Mousavi Karimi, Shahram Rahimi, Logan Cummins, Ghodsieh Ghanbari
Generative Local Interpretable Model-Agnostic Explanations. FLAIRS (2023)
Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Amin Amirlatifi, Shahram Rahimi, Maria Seale, Linkan Bian
Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review. IEEE Access 11 (2023)
Logan Cummins, Brad Killen, Kirby Thomas, Paul Barrett, Shahram Rahimi, Maria Seale
Deep Learning Approaches to Remaining Useful Life Prediction: A Survey. SSCI (2021)
Somayeh Bakhtiari Ramezani, Brad Killen, Logan Cummins, Shahram Rahimi, Amin Amirlatifi, Maria Seale
A Survey of HMM-based Algorithms in Machinery Fault Prediction. SSCI (2021)
Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Shahram Rahimi, Maria Seale
Similarity Based Methods for Faulty Pattern Detection in Predictive Maintenance. CSCI (2021)