Ali Irmak Ozdagli

According to our database, Ali Irmak Ozdagli authored at least 8 papers between 2017 and 2023.

Collaborative distances:

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

2023

Surrogate Modeling using Physics-guided Learning.

Ali Irmak Ozdagli, Péter Völgyesi, Xenofon D. Koutsoukos

Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 2023

2022

Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems.

Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos

Appl. Artif. Intell., December, 2022

2021

Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression.

Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

Inductive Conformal Out-of-distribution Detection based on Adversarial Autoencoders.

Feiyang Cai, Ali Irmak Ozdagli, Nicholas Potteiger, Xenofon D. Koutsoukos

Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021

2020

@PAD: adversarial training of power systems against denial-of-service attacks.

Ali Irmak Ozdagli, Carlos A. Barreto, Xenofon D. Koutsoukos

Proceedings of the 7th Annual Symposium on Hot Topics in the Science of Security, 2020

2019

Machine learning based novelty detection using modal analysis.

Ali Irmak Ozdagli, Xenofon D. Koutsoukos

Comput. Aided Civ. Infrastructure Eng., 2019

2017

Development and Verification of Distributed Real-Time Hybrid Simulation Methods.

Xin Li, Ali Irmak Ozdagli, Shirley J. Dyke, Xilin Lu, Richard E. Christenson

J. Comput. Civ. Eng., 2017

A Researcher-oriented Automated Data Ingestion Tool for rapid data Processing, Visualization and Preservation.

Thomas J. Hacker, Shirley Dyke, Ali Irmak Ozdagli, Gemez Marshall, Christopher Thompson, Brian Rohler, Chul Min Yeum

Adv. Eng. Softw., 2017