Alexander Sommers

15 papers B 4Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
A Hybrid Expert System for Estimation of the Manufacturability of a Notional Design.
Appl. Comput. Intell. Soft Comput.
Alexander Sommers, Shahram Rahimi, Tonya McCall, Emily Wall, Althea C. Henslee, Larry Dalton, Paul D. Babin, Nathan Watson, Gehendra Sharma, Milan D. Parmar
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
2020 B conf
A Study of Emergency Department Patient Admittance Predictors.
IJCNN
Harish Kumar Manchukonda, Shahram Rahimi, Alexander Sommers, Sean Bozorgzad, Junfeng Ma
2020 B conf
Machine Learning Algorithms in Quantum Computing: A Survey.
IJCNN
Somayeh Bakhtiari Ramezani, Alexander Sommers, Harish Kumar Manchukonda, Shahram Rahimi, Amin Amirlatifi