Logan Cummins

Orcid: 0000-0002-3875-4137

According to our database1, Logan Cummins authored at least 12 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

2021
2022
2023
2024
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4
5
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4
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Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Multivariate Data Augmentation for Predictive Maintenance using Diffusion.
CoRR, 2024

AAD-LLM: Adaptive Anomaly Detection Using Large Language Models.
CoRR, 2024

Explainable Anomaly Detection: Counterfactual driven What-If Analysis.
CoRR, 2024

Explainable Predictive Maintenance: A Survey of Current Methods, Challenges and Opportunities.
IEEE Access, 2024

Generating Synthetic Time Series Data for Cyber-Physical Systems.
Proceedings of the 10th IEEE World Forum on Internet of Things, 2024

A Survey of Transformer Enabled Time Series Synthesis.
Proceedings of the 10th IEEE International Conference on Collaboration and Internet Computing, 2024

2023
Scalability, Explainability and Performance of Data-Driven Algorithms in Predicting the Remaining Useful Life: A Comprehensive Review.
IEEE Access, 2023

Generative Local Interpretable Model-Agnostic Explanations.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2021
A Survey of HMM-based Algorithms in Machinery Fault Prediction.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Deep Learning Approaches to Remaining Useful Life Prediction: A Survey.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Similarity Based Methods for Faulty Pattern Detection in Predictive Maintenance.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021


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