Logan Cummins

18 papers B 2Misc 2Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
A Survey of Transformer Enabled Time Series Synthesis.
CIC
Alexander Sommers, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold
2024 J jnl
A Survey of Transformer Enabled Time Series Synthesis.
CoRR
Alexander Sommers, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold
2024 B conf
AAD-LLM: Adaptive Anomaly Detection Using Large Language Models.
IEEE Big Data
Alicia Russell-Gilbert, Alexander Sommers, Andrew Thompson, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold, Joshua Church
2024 J jnl
AAD-LLM: Adaptive Anomaly Detection Using Large Language Models.
CoRR
Alicia Russell-Gilbert, Alexander Sommers, Andrew Thompson, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold, Joshua Church
2024 — conf
Explainable Anomaly Detection: Counterfactual driven What-If Analysis.
CogMI
Logan Cummins, Alexander Sommers, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold
2024 J jnl
Explainable Anomaly Detection: Counterfactual driven What-If Analysis.
CoRR
Logan Cummins, Alexander Sommers, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold
2024 J jnl
Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities.
IEEE Access
Logan Cummins, Alexander Sommers, Somayeh Bakhtiari Ramezani, Sudip Mittal, Joseph Jabour, Maria Seale, Shahram Rahimi
2024 J jnl
Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities.
CoRR
Logan Cummins, Alexander Sommers, Somayeh Bakhtiari Ramezani, Sudip Mittal, Joseph Jabour, Maria Seale, Shahram Rahimi
2024 — conf
Generating Synthetic Time Series Data for Cyber-Physical Systems.
WF-IoT
Alexander Sommers, Somayeh Bakhtiari Ramezani, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour
2024 J jnl
Generating Synthetic Time Series Data for Cyber-Physical Systems.
CoRR
Alexander Sommers, Somayeh Bakhtiari Ramezani, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour
2024 B conf
Multivariate Data Augmentation for Predictive Maintenance using Diffusion.
IEEE Big Data
Andrew Thompson, Alexander Sommers, Alicia Russell-Gilbert, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold, Joshua Church
2024 J jnl
Multivariate Data Augmentation for Predictive Maintenance using Diffusion.
CoRR
Andrew Thompson, Alexander Sommers, Alicia Russell-Gilbert, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour, Thomas Arnold, Joshua Church
2023 Misc conf
A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries.
FLAIRS
Logan Cummins, Brad Killen, Somayeh Bakhtiari Ramezani, Shahram Rahimi, Maria Seale, Sudip Mittal
2023 Misc conf
Generative Local Interpretable Model-Agnostic Explanations.
FLAIRS
Mohammad Nagahisarchoghaei, Mirhossein Mousavi Karimi, Shahram Rahimi, Logan Cummins, Ghodsieh Ghanbari
2023 J jnl
Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review.
IEEE Access
Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Amin Amirlatifi, Shahram Rahimi, Maria Seale, Linkan Bian
2021 — conf
A Survey of HMM-based Algorithms in Machinery Fault Prediction.
SSCI
Somayeh Bakhtiari Ramezani, Brad Killen, Logan Cummins, Shahram Rahimi, Amin Amirlatifi, Maria Seale
2021 — conf
Deep Learning Approaches to Remaining Useful Life Prediction: A Survey.
SSCI
Logan Cummins, Brad Killen, Thomas Kirby, Paul Barrett, Shahram Rahimi, Maria Seale
2021 — conf
Similarity Based Methods for Faulty Pattern Detection in Predictive Maintenance.
CSCI
Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Shahram Rahimi, Maria Seale