Application of transformer models for anomaly detection

Mamatov Ulug'bek Muzaffar o'g'li; Temirov Odil Valijon o'g'li; Собирова Гулбаҳор Бахтиёр қизи

Article · 2019

Application of transformer models for anomaly detection

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20.1003/71707527English

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Authors

Mamatov Ulug'bek Muzaffar o'g'li ORCID 0000-0002-0015-2990 (opens in a new tab)
Muhammad al-Xorazmiy nomidagi Toshkent axborot texnologiyalari universiteti
Temirov Odil Valijon o'g'lino linked profile
Belarus davlat universiteti
Собирова Гулбаҳор Бахтиёр қизиno linked profile
Paxta seleksiyasi, urug'chiligi va yetishtirish agrotexnologiyalari ilmiy-tadqiqot instituti

Abstract

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

Keywords

Bibliographic details

DRI: 20.1003/71707527
Work type: Article
Journal: TATU axborotnomasiISSN 2181-0192
Pages: 1–4
Published: 11 January 2019
Language: English
Full text: Open on the publisher's page (opens in a new tab)
Passport mirror: synced 21/09/2026, 16:48, version 1

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Excluding self-citations: 3

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References

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

23 entries12 matched2 under review9 external

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Works in the registry that cite this work, newest first.

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Citations18

[1] 1.
Tanaka H. (2016). Critical thinking assessment in university students. The Lancet, 46, 123–977. DOI: 10.1016/S0140-6736.2016.651397
External source

[2] 2.
Valiyev G'.J., Olimov G'.P., Ahmadjonov V.Sh., va boshq. Sog'liqni saqlash sohasida blokcheynni qo'llash // Fan-sportga. – 2015. – №4. – B. 1–12.
MatchedFuzzy match, S = 1.00→ Sog'liqni saqlash sohasida blokcheynni qo'llash

[3] 3.
Yusupova N.K., Bozorov R.R., Ro'ziyeva S.S., va boshq. Ijtimoiy tarmoq ma'lumotlarini chuqur o'rganish yordamida tahlil qilish // Texnika yulduzlari. – 2018. – №12. – B. 1–11.
MatchedFuzzy match, S = 1.00

[4] 4.
Rahimova S.B., Tanaka H., Zokirova N.S., va boshq. Ta'lim sohasida blokcheynni qo'llash // TATU: fan, ta'lim va innovatsiya. – 2013. – №2. – B. 1–10.
MatchedFuzzy match, S = 1.00

[5] 5.
Qosimov O.R. Qishloq xo'jaligi sohasida blokcheynni qo'llash: fan nomzodi (PhD) diss. avtoreferati. – Toshkent, 2017. – 95 b.
Under review

[6] 6.
Kamolova, G. S. (2016). Application of convolutional neural networks for anomaly detection. TDTU: fan, ta'lim va innovatsiya, 6(1), 6–11. https://nationaldri.uz/20.1006/tdtufti/2016/v6_i1/97087172
MatchedExact by DRI

[7] 7.
Иванов И.И. Применение больших данных в банковской системы. – М.: Наука, 2014. – 264 с.
External source

[8] 8.
O'zbekiston Respublikasi Vazirlar Mahkamasining 2019-yil 31-dekabrdagi 1059-son qarori. – Toshkent, 2019.
External source

[9] 9.
Hamroyeva M.K. Tibbiy axborot tizimi xavfsizligini ta'minlashda sun'iy intellekt imkoniyatlari // Til va adabiyot ta'limi. – 2010. – №2. – B. 52–77.
External source

[10] 10.
Kamolova G.S., Zokirov Sh.K. Application of clustering algorithms for anomaly detection // FarDU ilmiy xabarlar. – 2017. – №5. – B. 1–12. DRI: 20.1007/fardu/2017/i5/49355510
MatchedExact by DRI

[11] 11.
Маматов, У. М., & Холматова, Р. Н. (2016). Космик суратларни блокчейн технологияси ёрдамида таҳлил қилиш. Ин «Тилшунослик ва адабиётшуносликнинг долзарб масалалари» мавзусидаги республика илмий-амалий конференсия (пп. 6–9). Тошкент.
MatchedFuzzy match, S = 1.00

[12] 12.
Kamolova G.S. Bank axborot tizimi uchun konvolyutsion neyron tarmoq asosida tasirlarni segmentatsiyalash: fan nomzodi (PhD) diss. avtoreferati. – Toshkent, 2019. – 53 b.
Under review

[13] 13.
Samuelson P., Nordhaus W. Economics. 19th ed. – New York: McGraw-Hill, 2010. – 744 p.
External source

[14] 14.
Qosimov O.R., Aliyev Sh.M., Xolmatova R.N., va boshq. Применение искусственного интеллекта в туризма // Muhammad al-Xorazmiy avlodlari. – 2018. – B. 11–15.
MatchedFuzzy match, S = 1.00

[15] 15.
Lee J. (2003). Soil salinity mapping using remote sensing data: evidence from panel data. IEEE Access, 66, 110–955. https://doi.org/10.1109/ACCESS.2003.928091
External source

[16] 16.
Müller K., Lee J., Tanaka H. (2010). Gamification in education: a systematic review. Computers & Education, 78, 579–926. DOI: 10.1016/j.compedu.2010.973085
External source

[17] 17.
Ro'ziyev A.A., Tursunov J.Sh., Qurbonova Sh.A., va boshq. Qo'qon xonligi davrida Surxon vohasida suv xo'jaligi tarixi // Til va adabiyot ta'limi. – 2012. – №3. – B. 20–23.
MatchedFuzzy match, S = 1.00

[18] 18.
Markayeva, O. A., & Mamatova, S. I. (2013). Лингвокультурологиеский анализ неологизмов в узбекском и русском языках (на примере Самарканда). Toshkent.
MatchedFuzzy match, S = 0.99

[19] 19.
Eshonqulov, A. S., Safarova, D. G'., & Asqarova, N. B. (2012). Frazeologik birliklarning zamonaviy pragmatik xususiyatlari. O'zDJTU ilmiy-uslubiy jurnali, 1–10.
MatchedFuzzy match, S = 0.99

[20] 20.
Rustamova, N. D. (2017). Ijtimoiy tarmoq ma’lumotlarini kriptografik protokollar yordamida tahlil qilish. In «Tibbiyotning dolzarb muammolari» mavzusidagi xalqaro ilmiy-amaliy konferensiya (pp. 21–23). Toshkent.
MatchedFuzzy match, S = 1.00

[21] 21.
Волков А.Н. Применение интернета вещей в туризма. – М.: Наука, 2012. – 389 с.
External source

[22] 22.
Norqulov, V. D., & Ro'ziyev, A. E. (2014). Развитие туризма в Узбекистане. UrDU ilmiy-uslubiy jurnali, 6(6), 1–4. URL: https://nationaldri.uz/20.1012/urduilm/2014/v6_i6/40737288
MatchedExact by DRI

[23] 23.
Bloom B.S. Taxonomy of Educational Objectives. – New York: Longman, 1956. – 207 p.
External source

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