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Ali Irmak Ozdagli
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2020 – today
- 2023
- [c4]Ali Irmak Ozdagli, Péter Völgyesi, Xenofon D. Koutsoukos
:
Surrogate Modeling using Physics-guided Learning. CPS-IoT Week Workshops 2023: 130-135 - 2022
- [j4]Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos:
Variational Autoencoder for Classification and Regression for Out-of-Distribution Detection in Learning-Enabled Cyber-Physical Systems. Appl. Artif. Intell. 36(1) (2022) - 2021
- [c3]Feiyang Cai, Ali Irmak Ozdagli, Nicholas Potteiger, Xenofon D. Koutsoukos:
Inductive Conformal Out-of-distribution Detection based on Adversarial Autoencoders. COINS 2021: 1-6 - [c2]Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos:
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. ICPS 2021: 104-111 - [i1]Feiyang Cai, Ali Irmak Ozdagli, Xenofon D. Koutsoukos:
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression. CoRR abs/2104.06613 (2021) - 2020
- [c1]Ali Irmak Ozdagli, Carlos A. Barreto, Xenofon D. Koutsoukos:
@PAD: adversarial training of power systems against denial-of-service attacks. HotSoS 2020: 2:1-2:9
2010 – 2019
- 2019
- [j3]Ali Irmak Ozdagli, Xenofon D. Koutsoukos:
Machine learning based novelty detection using modal analysis. Comput. Aided Civ. Infrastructure Eng. 34(12): 1119-1140 (2019) - 2017
- [j2]Thomas J. Hacker, Shirley Dyke, Ali Irmak Ozdagli, Gemez Marshall, Christopher Thompson, Brian Rohler, Chul Min Yeum
:
A Researcher-oriented Automated Data Ingestion Tool for rapid data Processing, Visualization and Preservation. Adv. Eng. Softw. 114: 134-143 (2017) - [j1]Xin Li, Ali Irmak Ozdagli, Shirley J. Dyke, Xilin Lu, Richard E. Christenson:
Development and Verification of Distributed Real-Time Hybrid Simulation Methods. J. Comput. Civ. Eng. 31(4) (2017)
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