., F., Alshar’e, M., Kulkarni, C. S., & Gulhane, M. (2026). Continual Learning Frameworks for Long-Term Knowledge Retention in Evolving Data Streams. Journal of Data Science, 2026(2), 236–255. https://doi.org/10.61453/jods.v20260214