Publications

Publications

2025-2019

  1. https://www.okanagancollege.ca/sites/default/files/2026-01/2026syscondatacolldrialgtrpreprdraft.pdf
  2. https://www.okanagancollege.ca/sites/default/files/2026-01/2026sysconeltstagingcleandbmsalgtrprprdraft.pdf
  3. https://www.okanagancollege.ca/sites/default/files/2026-01/2026sysconwayfindingconindooroutdopreprdraft.pdf
  4. Lembke, S., Khmelevsky, Y., & Cartier, L. (2025). 
    Developing industry-wide information management capabilities in British Columbia's tree fruit industry. International Journal of Entrepreneurship and Small Business, 54(2), 153-174. https://www.inderscienceonline.com/doi/abs/10.1504/IJESB.2025.143824
  5. Parihar, A., Sareen, D., Huitema, D., Cormier, K., Khmelevsky, Y., Hains, G., & Wong, A. (2024). 
    Algorithmic Trading Machine Learning Modelling and Forecasting Subsystems Integration and Data Transformation Process Automation for a Data Warehouse. Authorea Preprints. https://www.techrxiv.org/doi/full/10.36227/techrxiv.173337345.50530906.
  6. Elisa Pinheiro Ferrari, Albert Wong, and Youry Khmelevsky. 2024. 
    Cybersecurity Education within a Computing Science Program - A Literature Review. In Proceedings of the 26th Western Canadian Conference on Computing Education (WCCCE '24). Association for Computing Machinery, New York, NY, USA, Article 15, 1–5. https://doi.org/10.1145/3660650.3660666. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2024wcccecybersecurityincse.pdf
  7. Dakota Joiner; Mathias Clement; Keegan Pereira; Shek Tom Chan; Youry Khmelevsky; Albert Wong, 
    "PostgreSQL Data Warehouse Implementation and Performance Optimization For Energy Companies," 2024 IEEE International Systems Conference (SysCon), Montreal, QC, Canada, 2024, pp. 1-8, doi: 10.1109/SysCon61195.2024.10553614. Author's Accepted Manuscript (AAM):  https://www.okanagan.bc.ca/sites/default/files/2025-01/2024syscondwperfpostgresql.pdf
  8. Albert Wong, Lien Pham, Young Lee, Shek Chan, Razel Sadaya, Youry Khmelevsky, Mathias Clement, Florence Wing Yau Cheng, Joe Mahony, Michael Ferri, 
    "Translating Natural Language Queries to SQL Using the T5 Model," 2024 IEEE International Systems Conference (SysCon), Montreal, QC, Canada, 2024, pp. 1-7, doi: 10.1109/SysCon61195.2024.10553509. Author's Accepted Manuscript (AAM):  https://www.okanagan.bc.ca/sites/default/files/2025-01/2024syscontranslatingnlpmodels.pdf
  9. Ebadifard, N., Parihar, A., Khmelevsky, Y., Hains, G., Wong, A., & Zhang, F. (2023). 
    Data Extraction, Transformation, and Loading Process Automation for Algorithmic Trading Machine Learning Modelling and Performance Optimization. arXiv preprint arXiv:2312.12774. https://arxiv.org/pdf/2312.12414
  10. The Best Conference Paper Award: Wong, Albert, Steven Whang*, Emilio Sagre*, Niha Sachin*, Gustavo Dutra*, Yew-Wei Lim*, Gaétan Hains, Youry Khmelevsky, and Frank Zhang.
    "Short-Term Stock Price Forecasting using Exogenous Variables and Machine Learning Algorithms," 2023 3rd International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA), Denpasar, Bali, Indonesia, 2023, pp. 260-265, doi: 10.1109/ICICyTA60173.2023.10428814. Author's Accepted Manuscript (AAM): https://hal.u-pec.fr/hal-04201060/document
  11. Youry Khmelevsky, Albert Wong, Nassi Ebadifard*, Frank Zhang, Gurbir Bhangu*, and Gaetan Hains, 2023. 
    Pan-Institutional Applied Research within Undergraduate and Post-Degree Diploma Teaching
    Programs. In Proceedings of the 25th Western Canadian Conference on Computing Education (WCCCE
    ’23). Association for Computing Machinery, New York, NY, USA, Article 7, 1–7.
    https://doi.org/10.1145/3593342.3593353. Author's Accepted Manuscript (AAM):  
  12. A. Wong, J. Figini*, A. Raheem*, G. Hains, Y. Khmelevsky and P. C. Chu*
    “Forecasting of Stock Prices Using Machine Learning Models,” 2023 IEEE International Systems Conference (SysCon), Vancouver, BC, Canada, 2023, pp. 1-7, https://ieeexplore.ieee.org/abstract/document/10131091. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2023sysconforecastingstockpricesusingmlm.pdf
  13. D. Joiner*, A. Vezeau*, A. Wong, G. Hains and Y. Khmelevsky
    “Algorithmic Trading and Short-term Forecast for Financial Time Series with Machine Learning Models; State of the Art and Perspectives,” 2022 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE),
    Tainan, Taiwan, 2022, pp. 1-9, doi: 10.1109/RASSE54974.2022.9989592, Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2022rassealgortradingforecast.pdf
  14. Joiner D, Clement M, Chan ST, Pereira K, Wong A, Khmelevsky Y, Mahony J, Ferri M. 
    DW vs OLTP Performance Optimization in the Cloud on PostgreSQL (A Case Study). In2022 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE) 2022 Nov 7 (pp. 1-8). IEEE.doi: 10.1109/RASSE54974.2022.9989603, https://ieeexplore.ieee.org/abstract/document/9989603.  Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2022rassedwvsoltpperformancef.pdf
  15. Albert Wong, Puja Unni, Andre LKP Henrique, Tuan Anh Nguyen, Chunyin Chiu, Youry Khmelevsky, Joe Mahony 
    “Machine Learning Models Application in Daily Forecasting of Hourly Electricity Usage,” 2022 IEEE International Systems Conference (SysCon), Montreal, QC, Canada, 2022, pp. 1-5, doi:
    10.1109/SysCon53536.2022.9773835, https://ieeexplore.ieee.org/abstract/document/9773835. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2022sysconmlmapplicationdailyforecastinghourlyelusage.pdf
  16. A. Wong, C. Chiu*, A. Abdulgapul*, M. N. Beg*, Y. Khmelevsky and J. Mahony, 
    “Estimation of Hourly Utility Usage Using Machine Learning,” 2022 IEEE International Systems Conference (SysCon), Montreal, QC, Canada, 2022, pp. 1-5, doi: 10.1109/SysCon53536.2022.9773816 https://ieeexplore.ieee.org/abstract/document/9773816. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2022sysconestimationhourlyutilityusage.pdf
  17. A. Wong, C. Chiu, G. Hains, J. Behnke*, Y. Khmelevsky and C. Mazur*. 
    “Modelling Network Latency and Online Video Gamers’ Satisfaction with Machine Learning,” 2021 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), 2021, pp. 1-5,
    doi: 10.1109/RASSE53195.2021.9686853. URL: https://ieeexplore.ieee.org/document/9686853. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2021rassemodelling.pdf
  18. A. Wong, C. Chiu*, G. Hains, J. Behnke*, Y. Khmelevsky and T. Sutherland. 
    “Network Latency Classification for Computer Games,” 2021 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), 2021, pp. 1-6, doi: 10.1109/RASSE53195.2021.9686848. URL: https://ieeexplore.ieee.org/document/9686848. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2021rasseclassif.pdf
  19. Wong, A., Joiner, D.*, Chiu, C.*, Elsayed, M.*, Pereira, K.*, Khmelevsky, Y., & Mahony, J. 
    “A Survey of Natural Language Processing Implementation for Data Query Systems,” 2021 IEEE International Conference on Recent Advances in Systems Science and Engineering (RASSE), 2021, pp. 1-8, DOI: 10.1109/RASSE53195.2021.9686815. URL: https://ieeexplore.ieee.org/document/9686815. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2021rasseiilitreview.pdf
  20. Sugihara, K., Wallace, M., & Khmelevsky, Y. (2021). 
    Roof Damage Assessment from Automated 3D Building Models. arXiv e-prints, arXiv-2106.
  21. Khmelevsky, Y., & Hains, G. J. (2021). 
    Parallel Programming Applied Research Projects for Teaching Parallel Programming to Beginner Students. arXiv preprint arXiv:2105.13574.
  22. Khmelevsky, Y., & Chidlow, K. (2021). 
    Students Programming Competitions as an Educational Tool and a Motivational Incentive to Students. arXiv preprint arXiv:2105.15136
  23. Wong, A., Chiu, C. Y., Hains, G., Humphrey, J., Fuhrmann, H., Khmelevsky, Y., & Mazur, C. (2021). 
    Gamers Private Network Performance Forecasting. From Raw Data to the Data Warehouse with Machine Learning and Neural Nets. arXiv preprint arXiv:2107.00998.
  24. Lembke, S., Khmelevsky, Y., & Cartier, L. (2021). 
    Developing industry-wide information management capabilities: A case study from British Columbia's tree fruit industry. arXiv preprint arXiv:2102.05768.
  25. Mazur, C., Ayers, J., Humphrey, J., Hains, G., & Khmelevsky, Y. (2021). 
    Machine Learning Prediction of Gamer’s Private Networks (GPN® S). In Proceedings of the Future Technologies Conference (FTC) 2020, Volume 2 (pp. 107-123). Springer International Publishing. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2020futuretech.pdf
  26. Hains, G., Mazur, C., Ayers, J., Humphrey, J., Khmelevsky, Y., & Sutherland, T. (2020, August). 
    The wtfast’s gamers private network (gpn®) performance evaluation results. In 2020 IEEE International Systems Conference (SysCon) (pp. 1-6). IEEE. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2020sysconwtfastgpnperfevresults.pdf
  27. D. Bach, Y. Khmelevsky, S. Lembke and L. Cartier, 
    "BC Tree Fruit System-of-Systems Information Architecture (Initial Design and Review)," 2020 IEEE International Systems Conference (SysCon), Montreal, QC, Canada, 2020, pp. 1-6, doi: 10.1109/SysCon47679.2020.9275921.
    keywords: {Agriculture;Stakeholders;Vegetation;Computer architecture;Complexity theory;Tools;Meteorology;technology architecture;precision agriculture}. Author's Accepted Manuscript (AAM): https://www.okanagan.bc.ca/sites/default/files/2025-01/2020sysconbcfgadonovansvanyouryf.pdf
  28. Amann, B., Khmelevsky, Y., & Hains, G. (2019). 
    State-of-the-art on query & transaction processing acceleration. arXiv preprint arXiv:1907.00050.
  29. G. J. D. R. Hains, Y. Khmelevsky and T. Tachon, 
    "From natural language to graph queries," 2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), Edmonton, AB, Canada, 2019, pp. 1-4. doi: 10.1109/CCECE.2019.8861892. Author's Accepted Manuscript (AAM):
  30. Hains, G. J., Jakobsson, A., & Khmelevsky, Y. (2019). 
    Formal methods and software engineering for DL. Security, safety and productivity for DL systems development. arXiv preprint arXiv:1901.11334.
  31. Khmelevskoy R., Khmelevsky Y., Kozachok V., Semko V., Ilin O. 
    Information Security and Development Problems eGovernment Systems in Ukraine. «Telecommunication and Informative Technologies.» 2019-02-12. Issn 2409-7292. UDC 004.056. doi:10.31673/2409-7292.2018.037177. Author's Accepted Manuscript (AAM): 
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