DATA MINING VA MACHINE LEARNING TEXNOLOGIYALARI ASOSIDA ILMIY TADQIQOTDA MA’LUMOT YIG‘ISH VA TAHLIL QILISH
Kalit so‘zlar:
sun’iy intellekt texnologiyalari, Data mining, Machine learning, katta ma’lumotlar, ma’lumotlarni qayta ishlash, ma’lumotlarni tahlil qilish.Abstrak
Ilmiy tadqiqotlarning asosiy bosqichi sifatida ma’lumot yig‘ish va tahlil qilish jarayoni bugungi kunda katta hajmdagi ma’lumotlar (big data) bilan ishlashni talab qiladi. Ushbu maqolada Data mining va Machine learning texnologiyalarining ilmiy tadqiqot jarayoniga integratsiyasi, ularning metodologiyasi va amaliy qo‘llanilish holatlari atroflicha yoritiladi.
References
Bock FE, Aydin RC, Cyron CJ,Huber N, Kalidindi SR andKlusemann B (2019) A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics. Front. Mater. 6:110.
Li, H., & Zhang, X. (2022). Applications of data mining and machine learning framework in aquaculture and fisheries datasets. Aquaculture Data Science, 1(1), 1–15.
Mardiyeva H.D., & Sadinov Ma'ruf. (2025). ILMIY ISH YOZISH USULLARI . TADQIQOTLAR.UZ, 54(2), 148-151.
Onarkulov, M., Tojimamatov, I., Yusupov, M., & Abdumalikov , A. (2024). DATA MINING TEXNOLOGIYALARI, METODLARI VA BOSQICHLARI . International Conference on Education and Social Science, 2(4), 15–17. Retrieved from https://aidlix.org/index.php/ua/article/view/901
Jones DE, Ghandehari H, Facelli JC. (2016). A review of the applications of data mining and machine learning for the prediction of biomedical properties of nanoparticles. Comput Methods Programs Biomed. Aug; 132:93-103. doi: 10.1016/j.cmpb.2016.04.025. Epub 2016 Apr 28. PMID: 27282231; PMCID: PMC4902872.
Sarker, I.H. Machine Learning: Algorithms, Real-World Applications and Research Directions. SN COMPUT. SCI. 2, 160 (2021). https://doi.org/10.1007/s42979-021-00592-x
Xia, J. C., Xie, F., Zhang, Y., & Caulfield, C. (2013). Artificial intelligence and data mining: algorithms and applications. In Abstract and Applied Analysis (Vol. 2013). Hindawi
Wang, L., & Zhao, Y. (2023). Research on Data Mining Technology Based on Machine Learning Algorithm. Journal of Data Science and Engineering, 8 (3), 45–60.
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