Grants per year
Personal profile
Education/Academic qualification
Industrial Engineering, PhD, Georgia Institute of Technology
… → 1999
Applied Mathematics, BS, University of Ljubljana
… → 1994
Research interests keywords
- Machine learning and artificial intelligence - text analytics, deep learning, optimization
- Transportation
- Finance
- Bioinformatics
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Collaborations and top research areas from the last five years
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Neonatal Facial Coding for Pain Recognition Monitoring System (PRAMS)
Klabjan, D. (PD/PI)
Ann & Robert H. Lurie Children's Hospital of Chicago, National Science Foundation
9/15/23 → 8/31/27
Project: Research project
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Agile Manufacturing Systems
Klabjan, D. (PD/PI)
Semiconductor Research Corporation
6/1/19 → 12/31/22
Project: Research project
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Unsupervised Data Extraction from Graphs and Data Plots
Klabjan, D. (PD/PI)
Semiconductor Research Corporation
12/1/17 → 3/31/20
Project: Research project
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OSCM: An Operating System for Cyberphysical Manufacturing
Cao, J. (PD/PI), Ehmann, K. (Co-Investigator) & Klabjan, D. (Co-Investigator)
University of Illinois at Urbana-Champaign, Department of the Army
8/30/16 → 12/31/18
Project: Research project
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Predoctoral Training Program in Biomedical Data Driven Discovery (BD3)
Klabjan, D. (PD/PI), Starren, J. (PD/PI) & Klabjan, D. (Co-PD/PI)
9/10/15 → 8/31/21
Project: Research project
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Unsupervised Video Summarization via Iterative Training and Simplified GAN
Li, H., Klabjan, D. & Utke, J., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 263-279 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15479 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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An Ensemble Method of Deep Reinforcement Learning for Automated Cryptocurrency Trading
Wang, S. & Klabjan, D., 2024, 2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024. Institute of Electrical and Electronics Engineers Inc., p. 461-463 3 p. (2024 IEEE International Conference on Blockchain and Cryptocurrency, ICBC 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
A Primal-Dual Algorithm for Hybrid Federated Learning
Overman, T., Blum, G. & Klabjan, D., Mar 25 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 13, p. 14482-14489 8 p.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Scopus citations -
Corrigendum to “An inverse classification framework with limited budget and maximum number of perturbed samples” (Expert Systems With Applications (2023) 212, (S0957417422017791), (10.1016/j.eswa.2022.118761))
Koo, J., Klabjan, D. & Utke, J., Nov 15 2024, In: Expert Systems with Applications. 254, 124629.Research output: Contribution to journal › Comment/debate › peer-review
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Diminishing Batch Normalization
Ma, Y. & Klabjan, D., May 1 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 5, p. 6544-6557 14 p.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations