Somayeh Bakhtiari Ramezani

According to our database, Somayeh Bakhtiari Ramezani authored at least 11 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Generating Synthetic Time Series Data for Cyber-Physical Systems.

Alexander Sommers, Somayeh Bakhtiari Ramezani, Logan Cummins, Sudip Mittal, Shahram Rahimi, Maria Seale, Joseph Jabour

CoRR, 2024

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

Logan Cummins, Alexander Sommers, Somayeh Bakhtiari Ramezani, Sudip Mittal, Joseph Jabour, Maria Seale, Shahram Rahimi

IEEE Access, 2024

2023

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

Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Amin Amirlatifi, Shahram Rahimi, Maria Seale, Linkan Bian

IEEE Access, 2023

Deep Representation Learning: Fundamentals, Technologies, Applications, and Open Challenges.

Amirreza Payandeh, Kourosh Teimouri Baghaei, Pooya Fayyazsanavi, Somayeh Bakhtiari Ramezani, Zhiqian Chen, Shahram Rahimi

IEEE Access, 2023

A Comparative Study of Continual, Lifelong, and Online Supervised Learning Libraries.

Logan Cummins, Brad Killen, Somayeh Bakhtiari Ramezani, Shahram Rahimi, Maria Seale, Sudip Mittal

Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023

2022

Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges.

Kourosh Teimouri Baghaei, Amirreza Payandeh, Pooya Fayyazsanavi, Shahram Rahimi, Zhiqian Chen, Somayeh Bakhtiari Ramezani

CoRR, 2022

2021

A novel compartmental model to capture the nonlinear trend of COVID-19.

Somayeh Bakhtiari Ramezani, Amin Amirlatifi, Shahram Rahimi

Comput. Biol. Medicine, 2021

A Survey of HMM-based Algorithms in Machinery Fault Prediction.

Somayeh Bakhtiari Ramezani, Brad Killen, Logan Cummins, Shahram Rahimi, Amin Amirlatifi, Maria Seale

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Similarity Based Methods for Faulty Pattern Detection in Predictive Maintenance.

Somayeh Bakhtiari Ramezani, Logan Cummins, Brad Killen, Richard Carley, Shahram Rahimi, Maria Seale

Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021

2020

Machine Learning Algorithms in Quantum Computing: A Survey.

Somayeh Bakhtiari Ramezani, Alexander Sommers, Harish Kumar Manchukonda, Shahram Rahimi, Amin Amirlatifi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2012

Predictive Self-Healing of Web Services Using Health Score.

Mohsen Sharifi, Somayeh Bakhtiari Ramezani, Amin Amirlatifi

J. Web Eng., 2012