ANSAMBL USULI YORDAMIDA MULTITIPLI MA'LUMOTLARNI QAYTA ISHLASH

Authors

  • Egamberdiyev Elyor Hayitmamatovich Toshkent axborot texnologiyalari universiteti doktoranti

Abstract

Ma'lumotlarni yig’ish - bu mashinani o'rganish, statistika va ma'lumotlar bazasi tizimlarining kesishmasidagi usullarni o'z ichiga olgan katta ma'lumotlar to'plamlarida bog’liqlikni aniqlash jarayonidir. Bunday ma'lumotlarning soni va murakkabligi oshgani sayin, ma'lumotlarni tahlil qilishdagi qiyinchiliklar ham ortadi. Ma'lumotlarni yig’ish turlari bilan bog'liq asosiy muammolardan ba'zilari ko'plab ma'lumotlar bazalarining juda katta hajmi, ma'lumotlarning juda murakkabligi va natijalarni ifodalashdagi qiyinchiliklar, shu jumladan natijalarni yaratish uchun zarur bo'lgan vaqt hisoblanadi[1]. Ma'lumotlarni amaliy qo'llash natijalari odatda murakkab hisoblanadi[2,3]. Shu sababli, hozirgi vaqtda ma'lumotlar yig’ishning zamonaviy va an'anaviy yondashuvlarini qayta ko'rib chiqish, bugungi kun muammolariga yechim topish masalalari muhim hisoblanadi.

References

Mo’minov B., Egamberdiyev E. Multitipli ma’lumotlarga intellektual ishlov berish //digital transformation and artificial intelligence. – 2023. – Т. 1. – №. 2. – С. 43-46.

M. Naeem, T. Jamal, J. Diaz-Martinez, S.A. Butt, et al., "Trends and future perspective challenges in big data," in Intelligent Data Analysis, Springer, 2022.

S. L. Amarasinghe, S. Su, X. Dong, L. Zappia, M. E. Ritchie, et al., "Opportunities and challenges in long-read sequencing data analysis," Genome Biology, vol. 21, no. 1, pp. 1-16, 2020, Springer. springer.com

S. González, S. García, J. Del Ser, L. Rokach et al., "A practical tutorial on bagging and boosting based ensembles for machine learning: Algorithms, software tools, performance study, practical perspectives and …," Information Fusion, 2020.

M. H. D. M. Ribeiro and L. dos Santos Coelho, "Ensemble approach based on bagging, boosting and stacking for short-term prediction in agribusiness time series," Applied soft computing, 2020.

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Published

2024-05-21

How to Cite

Egamberdiyev, E. (2024). ANSAMBL USULI YORDAMIDA MULTITIPLI MA’LUMOTLARNI QAYTA ISHLASH. Sun’iy Intellekt Nazariyasi Va Amaliyoti: Tajribalar, Muammolar Va Istiqbollari, 1(01), 27–30. Retrieved from https://dtai.tsue.uz/index.php/sinatmi/article/view/elyore