JUMANOV ISROIL IBRAGIMOVICH
TIZIMLI TАHLIL, BOSHQАRUV, АXBOROTNI QАYTА ISHLАSH IXTISOSLIGI BOʼYICHА YUQORI MАLАKАLI YETАKCHI MUTАHАSSIS
JUMANOV ISROIL IBRAGIMOVICH
Texnika fanlari doktori, professor
Ilmiy tadqiqot yo‘nalishi:
Boshqarish avtomatlashtirilgan tizimlari, axborot tizim va texnologiyalari, intellektual va korporativ axborot texnologiyalari.
Ilmiy tadqiqotlarining asosiy natijalari:
- tizimli tahlil, boshqaruv, axborotlarga ishlov berish nazariyalari kontseptsiyalari asosida zamonaviy telekommunikatsiya tizimlarida informatsiyalar himoyalanishi va ishonchliligini oshirishda axborot tarkibidagi tabiiy ortiqchaliklaridan foydalanish nazariyasi, uslub, model, algoritmlarini yaratish; - elektron hujjatlar tizimida axborot tarkibida mantiqiy, tarkibiy, informatsion ortiqchalik boʼyicha uzatiladigan axborotlar ishonchliligi va himoyalanishi taʼminlanishi nazariyasi, usul, model, algoritmlarini ishlab chiqish; - iqtisodiy va tashkiliy tizimlarda axborotlarga optimal ishlov berishda informatsiya tarkibidagi turli xil xossa va tasniflardan foydalanish nazariyasi, usul, model, algoritmlarini ishlab chiqish; - palinologiya, ekologiya, meditsina va boshqa tizimlar tadqiqotlarida mikroobʼekt tasvirlarini identifikatsiya, tanish, sinflashtirishda tarkibiy ortiqchaligidan foydalanish nazariyasi, usul, model, algoritmlarini ishlab chiqish
Asosiy ilmiy nashrlari:
1. Jumanov, I.I., Djumanov, O.I., Safarov, R.A. Methodology of Optimization of Identification of the Contour and Brightness-Color Picture of Images of Micro-Objects // International Russian Automation Conference, RusAutoCon 2021, 2021, pp. 190–195. DOI: 10.1109/RusAutoCon52004.2021.9537567
2. Isroil Jumanov, Rustam Safarov. Optimization of the processing of images of pollen grains based on the use of their specific characteristics and geometric features // AIP Conference Proceedings 2637, 040016 (2022). https://doi.org/10.1063/5.0118857
3. I.I.Jumanov, O.I.Djumanov, R.A.Safarov. Recognition of micro-objects with adaptive models of image processing in a parallel computing environment // XIV International Scientific and Technical Conference "Applied Mechanics and Systems Dynamics" (AMSD) // Journal of Physics: Conference Series, Vol. 1791. November 2020, Omsk, Russian Federation. doi:10.1088/1742-6596/1791/1/012099
4. Jumanov, I.I., Djumanov, O.I., Safarov, R.A. Optimization of identification of images of micro-objects taking into account systematic error based on neural networks // International Russian Automation Conference, RusAutoCon 2020, 2020, pp. 626–631, 9208164. DOI: 10.1109/RusAutoCon49822.2020.9208164
5. Jumanov, I.I., Djumanov, O.I., Safarov, R.A. Mechanisms for optimizing the error control of micro-object images based on hybrid neural network models // AIP Conference Proceedings, 2021, 2402, 030018. https://doi.org/10.1063/5.0074019
6. Ibragimovich, J.I., Isroilovich, D.O., Abdullayevich, S.R. Optimization of identification of micro-objects based on the use of characteristics of images and properties of models // 2020 International Conference on Information Science and Communications Technologies, ICISCT 2020, 2020, 9351483. DOI: 10.1109/ICISCT50599.2020.9351483
7. Ibragimovich, J.I., Isroilovich, D.O., Abdullayevich, S.R. Recognition and Classification of Pollen Grains Based on the Use of Statistical, Dynamic Image Characteristics, and Unique Properties of Neural Networks // Advances in Intelligent Systems and Computing, 2021, 1323 AISC, pp. 170–179. https://doi.org/10.1007/978-3-030-68004-6_22
8. Isroil Jumanov, Olim Djumanov and Rustam Safarov // 2nd International Conference on Energetics, Civil and Agricultural Engineering // E3S Web Conf. Vol 304, 01007, 2021// DOI https://doi.org/10.1051/e3sconf/202130401007
9. Jumanov, I.I., Safarov, R.A., Djumanov, O.I., Mechanisms for using image properties and neural networks in identification of micro-objects // The 16th IEEE International Conference // Application of Information and Communication Technologies // 12-14 Oct 2022 | Washington DC. DOI: 10.1109/AICT55583.2022.10013633
10. Isroil I. Jumanov, Rustam A. Safarov Improving the efficiency of recognition of micro-objects based on the use of redundant information structures of images. AIP Conf. Proc. 2700, 040022 (2023). https://doi.org/10.1063/5.0124901