Somayeh Bakhtiari Ramezani

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 11

Top Topics

Predictive Accuracy

Learning Algorithm

Learning Spaces

Comparative Study

Top Venues

Comput. Biol. Medicine

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, 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)
Amirreza Payandeh, Kourosh Teimouri Baghaei, Pooya Fayyazsanavi, Somayeh Bakhtiari Ramezani, Zhiqian Chen, Shahram Rahimi
Deep Representation Learning: Fundamentals, Technologies, Applications, and Open Challenges. IEEE Access 11 (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)
Kourosh Teimouri Baghaei, Amirreza Payandeh, Pooya Fayyazsanavi, Shahram Rahimi, Zhiqian Chen, Somayeh Bakhtiari Ramezani
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges. CoRR (2022)
Somayeh Bakhtiari Ramezani, Amin Amirlatifi, Shahram Rahimi
A novel compartmental model to capture the nonlinear trend of COVID-19. Comput. Biol. Medicine 134 (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)
Somayeh Bakhtiari Ramezani, Alexander Sommers, Harish Kumar Manchukonda, Shahram Rahimi, Amin Amirlatifi
Machine Learning Algorithms in Quantum Computing: A Survey. IJCNN (2020)
Mohsen Sharifi, Somayeh Bakhtiari Ramezani, Amin Amirlatifi
Predictive Self-Healing of Web Services Using Health Score. J. Web Eng. 11 (1) (2012)