Application of transformer models for anomaly detection (case of Tashkent)

Valiyev G'ayrat Jahongir o'g'li; Ergasheva N.Q.

Abstract · 2026

Application of transformer models for anomaly detection (case of Tashkent)

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20.2002/mkconf2026/2026/98695607English

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Valiyev G'ayrat Jahongir o'g'li ORCID 0000-0002-0015-3133 (opens in a new tab)
Muhammad al-Xorazmiy nomidagi Toshkent axborot texnologiyalari universiteti
Ergasheva N.Q.ORCID 0000-0002-0015-8735 (opens in a new tab)
Ташкентский университет информационных технологий имени Мухаммада аль-Хорезми

Abstract

The article examines application of transformer models for anomaly detection (case of Tashkent). A comparative analysis of international experience is provided. Practical recommendations are proposed.

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DRI: 20.2002/mkconf2026/2026/98695607
Work type: Abstract
Pages: 43–45
Published: 20 February 2026
Language: English
Full text: Open on the publisher's page (opens in a new tab)
Passport mirror: synced 21/09/2026, 17:49, version 1

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References

Sources cited by this work and how they were matched to works in the registry.

10 entries4 matched0 under review6 external

1.
Ushinskiy K.D. Tanlangan pedagogik asarlar. – Toshkent: O'qituvchi, 1968. – 380 b.
External source
2.
Jumayev J.N., Axmedova S.D., Rasulov B.D. Sovet davrida Qashqadaryo vohasida suv xo'jaligi tarixi (Toshkent shahri misolida) // O'zbekiston biologiya jurnali. – 2020. – №1. – B. 1–9. URL: https://nationaldri.uz/20.2001/ubj/2020/v10_i1/87932984
MatchedExact by DRI→ Sovet davrida Qashqadaryo vohasida suv xo'jaligi tarixi (Toshkent shahri misolida)
3.
Samuelson P., Nordhaus W. Economics. 19th ed. – New York: McGraw-Hill, 2010. – 744 p.
External source
4.
Oripova S.I., Hamroyev N.G'., Umrzoqov A.J., va boshq. Kimyo fanini o'qitishda raqamli texnologiyalardan foydalanish metodikasi // Pedagogika. – 2018. – №1. – B. 30–39. URL: https://nationaldri.uz/20.1001/pedagogika/2018/v7_i1/42705097
MatchedExact by DRI→ Kimyo fanini o'qitishda raqamli texnologiyalardan foydalanish metodikasi
5.
Ismoilov O.A., Kamolova G.S., Hasanova M.M. Aqlli uy tizimi uchun klasterlash algoritmlari asosida tasvirlarni segmentatsiyalash // TATU: fan, ta'lim va innovatsiya. – 2024. – №2. – B. 30–39. – DRI 20.1003/tatufti/2024/v12_i2/76126435
MatchedExact by DRI→ Aqlli uy tizimi uchun klasterlash algoritmlari asosida tasvirlarni segmentatsiyalash
6.
Лебедева О.М. Применение интернета вещей в малого бизнеса // Экономика и математические методы. – 2025. – № 6. – С. 39–125.
External source
7.
Hasanova D.Sh. Elektron kutubxona xavfsizligini ta'minlashda kompyuter ko'rishi imkoniyatlari. – Toshkent: Adabiyot uchqunlari, 1995. – 160 b.
External source
8.
Normatov K.E. Elektron hukumat tizimi uchun konvolyutsion neyron tarmoq asosida tavsiya tizimini yaratish. – Toshkent: Iqtisodiyot, 2017. – 136 b.
External source
9.
Ibragimov E.A., Yoqubova M.Sh. Qishloq xo'jaligi sohasida katta ma'lumotlarni qo'llash // TATU: fan, ta'lim va innovatsiya. – 2017. – №4. – B. 1–11.
MatchedFuzzy match, S = 1.00→ Qishloq xo'jaligi sohasida katta ma'lumotlarni qo'llash
10.
Bloom B.S. Taxonomy of Educational Objectives. – New York: Longman, 1956. – 207 p.
External source

Citing works

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[1] 1.
Ushinskiy K.D. Tanlangan pedagogik asarlar. – Toshkent: O'qituvchi, 1968. – 380 b.
External source

[2] 2.
Jumayev J.N., Axmedova S.D., Rasulov B.D. Sovet davrida Qashqadaryo vohasida suv xo'jaligi tarixi (Toshkent shahri misolida) // O'zbekiston biologiya jurnali. – 2020. – №1. – B. 1–9. URL: https://nationaldri.uz/20.2001/ubj/2020/v10_i1/87932984
MatchedExact by DRI→ Sovet davrida Qashqadaryo vohasida suv xo'jaligi tarixi (Toshkent shahri misolida)

[3] 3.
Samuelson P., Nordhaus W. Economics. 19th ed. – New York: McGraw-Hill, 2010. – 744 p.
External source

[4] 4.
Oripova S.I., Hamroyev N.G'., Umrzoqov A.J., va boshq. Kimyo fanini o'qitishda raqamli texnologiyalardan foydalanish metodikasi // Pedagogika. – 2018. – №1. – B. 30–39. URL: https://nationaldri.uz/20.1001/pedagogika/2018/v7_i1/42705097
MatchedExact by DRI→ Kimyo fanini o'qitishda raqamli texnologiyalardan foydalanish metodikasi

[5] 5.
Ismoilov O.A., Kamolova G.S., Hasanova M.M. Aqlli uy tizimi uchun klasterlash algoritmlari asosida tasvirlarni segmentatsiyalash // TATU: fan, ta'lim va innovatsiya. – 2024. – №2. – B. 30–39. – DRI 20.1003/tatufti/2024/v12_i2/76126435
MatchedExact by DRI→ Aqlli uy tizimi uchun klasterlash algoritmlari asosida tasvirlarni segmentatsiyalash

[6] 6.
Лебедева О.М. Применение интернета вещей в малого бизнеса // Экономика и математические методы. – 2025. – № 6. – С. 39–125.
External source

[7] 7.
Hasanova D.Sh. Elektron kutubxona xavfsizligini ta'minlashda kompyuter ko'rishi imkoniyatlari. – Toshkent: Adabiyot uchqunlari, 1995. – 160 b.
External source

[8] 8.
Normatov K.E. Elektron hukumat tizimi uchun konvolyutsion neyron tarmoq asosida tavsiya tizimini yaratish. – Toshkent: Iqtisodiyot, 2017. – 136 b.
External source

[9] 9.
Ibragimov E.A., Yoqubova M.Sh. Qishloq xo'jaligi sohasida katta ma'lumotlarni qo'llash // TATU: fan, ta'lim va innovatsiya. – 2017. – №4. – B. 1–11.
MatchedFuzzy match, S = 1.00→ Qishloq xo'jaligi sohasida katta ma'lumotlarni qo'llash

[10] 10.
Bloom B.S. Taxonomy of Educational Objectives. – New York: Longman, 1956. – 207 p.
External source