Grants per year
Personal profile
Education/Academic qualification
PHD, University of Maryland-College Park
… → 1997
BS, Bilkent University
… → 1993
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Elements: CausalBench: A Cyberinfrastructure for Causal-Learning Benchmarking for Efficacy, Reproducibility, and Scientific Collaboration
Liu, H. (CoI) & Candan, K. (PI)
National Science Foundation (NSF)
7/1/23 → 6/30/26
Project: Research project
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PIRE: Building Decarbonization via AI-empowered District Heat Pump Systems
Wu, T. (PI) & Candan, K. (CoI)
National Science Foundation (NSF)
1/1/23 → 12/31/25
Project: Research project
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PIPP Phase I: Predicting Emergence in Multidisciplinary Pandemic Tipping-points (PREEMPT)
Liu, H. (CoI) & Candan, K. (PI)
National Science Foundation (NSF)
8/1/22 → 1/31/25
Project: Research project
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SCC-IRG JST: PanCommunity: Leveraging Data and Models for Understanding and Improving Community Response in Pandemics
Candan, K. (PI) & Pedrielli, G. (CoI)
National Science Foundation (NSF)
10/1/21 → 9/30/24
Project: Research project
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Designing nature to enhance resilience of built infrastructure in western US landscapes
Xu, T. (CoI), Pavlic, T. (CoI), Mascaro, G. (CoI), Maciejewski, R. (CoI), Muenich, R. (CoI), Liu, H. (CoI), Wutich, A. (CoI), Sefair, J. (CoI) & Candan, K. (PI)
DOD-ARMY: Army Corps of Engineers (USACE)
9/24/21 → 9/28/24
Project: Research project
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MMA: metadata supported multi-variate attention for onset detection and prediction
Ravindranath, M., Candan, K. S., Sapino, M. L. & Appavu, B., 2024, (Accepted/In press) In: Data Mining and Knowledge Discovery.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
A critical review of cyber-physical security for building automation systems
Li, G., Ren, L., Fu, Y., Yang, Z., Adetola, V., Wen, J., Zhu, Q., Wu, T., Candan, K. S. & O'Neill, Z., Jan 2023, In: Annual Reviews in Control. 55, p. 237-254 18 p.Research output: Contribution to journal › Review article › peer-review
Open Access46 Scopus citations -
Blockchains for Cybersecurity and AI Systems
Boscovic, D., Candan, K. S., Jevtić, P., Lanchier, N., Pesic, S. & Salle, A. L., Jan 1 2023, Blockchains: Empowering Technologies and Industrial Applications. Wiley, p. 215-251 37 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
1 Scopus citations -
Causal Disentanglement for Implicit Recommendations with Network Information
Sheth, P., Guo, R., Cheng, L., Liu, H. & Candan, K. S., Apr 6 2023, In: ACM Transactions on Knowledge Discovery from Data. 17, 7, 94.Research output: Contribution to journal › Article › peer-review
13 Scopus citations -
CTT: Causally Informed Tensor Train Decomposition
Li, M. L., Candan, K. S. & Sapino, M. L., 2023, Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023. He, J., Palpanas, T., Hu, X., Cuzzocrea, A., Dou, D., Slezak, D., Wang, W., Gruca, A., Lin, J.C.-W. & Agrawal, R. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1180-1187 8 p. (Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
3 Scopus citations
Press/Media
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ChatGPT worries professors, excites them for future of AI
Kambhampati, S., Candan, K. & Michael, K.
1/27/23
1 item of Media coverage
Press/Media: Press / Media
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ChatGPT worries professors, excites them for future of AI
Kambhampati, S., Candan, K. & Michael, K.
1/20/23
1 item of Media coverage
Press/Media: Press / Media
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ChatGPT worries professors, excites them for future of AI
Kambhampati, S., Candan, K. & Michael, K.
1/1/23
1 item of Media coverage
Press/Media: Press / Media