Grants per year
Personal profile
Education/Academic qualification
PHD, University of Maryland-College Park
… → 1997
BS, Bilkent University
… → 1993
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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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Blockchain Applied Research Lab (BARC)
Candan, K. (CoI), Grando, A. (CoI), Bazzi, R. (CoI) & Boscovic, D. (PI)
5/18/20 → 5/30/25
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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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
3 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 Access31 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
11 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
2 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