Journals:
Athar Khodabakhsh, Ismail Ari, Mustafa Bakir, Ali Ozer Ercan, “Multivariate Sensor Data Analysis for Oil Refineries and Multi-mode Identification of System Behavior in Real-time”. IEEE ACCESS, vol. 6, pp. 64389-64405, 2018.
Conference Papers:
2020
Athar Khodabakhsh, Sule Yildirim Yayilgan, Data Privacy in IoT Equipped Future Smart Homes. 3rd International Conference on Intelligent Technologies and Applications, INTAP 2020. Springer, Accepted.
Athar Khodabakhsh, Sule Yildirim Yayilgan, Mohamed Abomhara, Maren Istad, Nargis Hurzuk, Cyber-Risk Identification for a Digital Substation. The 15th International Conference on Availability, Reliability and Security (ARES 2020). ACM, 2020.
Athar Khodabakhsh, Sule Yildirim Yayilgan, Siv Hile Houmb, Nargis Hurzuk, Jorn Foros, Maren Istad, Cyber-Security Gaps in a Digital Substation: From Sensors to SCADA, 9th Mediterranean Conference on Embedded Computing (MECO). IEEE, 2020.
2019
Athar Khodabakhsh, Ismail Ari, Mustafa Bakir, Serhat Murat Alagoz, “Forecasting Multivariate Time-Series Data Using LSTM and Mini-batches”. The International Conference on Contemporary Issues in Data Science (CiDas19), Zanjan, Iran. In The 7th International Conference on Contemporary Issues in Data Science, pp. 121-129. Springer, Cham, 2019.
2018
Athar Khodabakhsh, Ismail Ari, Mustafa Bakir, Serhat Murat Alagoz, “Stream Analytics and Adaptive Windows for Operational Mode Identification of Time-Varying Industrial Systems”. 2018 IEEE International Congress on Big Data (BigData Congress). San Francisco, CA, USA, pp. 242-246, IEEE, 2018.
Athar Khodabakhsh, Ismail Ari, Mustafa Bakir, “Cloud-based Fault Detection and Classification for Oil & Gas Industry”. SIAM International Conference on Data Mining, In DM4OG 2017 Workshop on Data Mining for Oil and Gas. Houston, TX, USA, pp. 14-19, April 2017.
Mustafa Bakir, Mehmet Aydin, Burak Aydogan, Athar Khodabakhsh, Ismail Ari, Ali Ozer Ercan, “Real-time data reconciliation solutions for big data problems observed in oil refineries”. 2014 22nd Signal Processing and Communications Applications Conference (SIU). Trabzon, pp. 1612-1615, IEEE, 2014.