Research output per year
Research output per year
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Dive into the research topics where Kasim Candan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An interdisciplinary perspective of the built-environment microbiome
McAlister, J. S., Blum, M. J., Bromberg, Y., Fefferman, N. H., He, Q., Lofgren, E., Miller, D. L., Schreiner, C., Selcuk Candan, K., Szabo-Rogers, H. & Michael Reed, J., Jan 1 2025, In: FEMS microbiology ecology. 101, 1, fiae166.Research output: Contribution to journal › Article › peer-review
Open Access -
(Vision Paper) A Vision for Spatio-Causal Situation Awareness, Forecasting, and Planning
Azad, F. T., Candan, K. S., Kapkiç, A., Li, M. L., Liu, H., Mandal, P., Sheth, P., Arslan, B., Chowell-Puente, G., Sabo, J., Muenich, R., Redondo Anton, J. & Sapino, M. L., Jul 1 2024, In: ACM Transactions on Spatial Algorithms and Systems. 10, 2, 14.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A feature extraction framework with entropy on graphs for cross-dataset building fault detection
Huang, J., Patharkar, A., Wu, T., Wen, J., O'Neill, Z. & Selcuk Candan, K., 2024, 2024 IEEE 20th International Conference on Automation Science and Engineering, CASE 2024. IEEE Computer Society, p. 2067-2072 6 p. (IEEE International Conference on Automation Science and Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An entropy-based causality framework for cross-level faults diagnosis and isolation in building HVAC systems
Huang, J., Ghalamsiah, N., Patharkar, A., Pradhan, O., Chu, M., Wu, T., Wen, J., O'Neill, Z. & Selcuk Candan, K., Aug 15 2024, In: Energy and Buildings. 317, 114378.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Causally Informed Factorization Machines
Li, M. L., Candan, K. S. & Sapino, M. L., 2024, Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024. Ding, W., Lu, C.-T., Wang, F., Di, L., Wu, K., Huan, J., Nambiar, R., Li, J., Ilievski, F., Baeza-Yates, R. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 448-455 8 p. (Proceedings - 2024 IEEE International Conference on Big Data, BigData 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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NSF Engines Southwest Sustainability Innovation Engine SWSIE
Nielsen, D. (CoI), Neithalath, N. (CoI), White, D. (CoI), Solis, P. (CoI), Flory, J. (CoI), Johnson, B. (CoI), Keeler, L. (CoI), Mathews, M. (CoI), Ariaratnam, S. (CoI), Barclay, S. (CoI), Dirks, G. (CoI), Goodnick, S. (CoI), Rittmann, B. (CoI), Guston, D. (CoI), Westerhoff, P. (CoI), Pataki, D. (CoI), Candan, K. (CoI), Garcia, M. (CoI), Miller, C. (CoI), Santanam, R. (CoI), Vivoni, E. (CoI), Anderies, M. (CoI), Rice, S. (CoI), Guardaro, M. (CoI), Green, M. (CoI) & Schlosser, P. (PI)
National Science Foundation (NSF)
3/1/24 → 2/28/26
Project: Research project
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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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Center for Assured and Scalable Data Engineering (CASCADE)-Administrative
Candan, K. (PI)
INDUSTRY: Various Consortium Members
7/1/17 → 6/30/25
Project: Research project