Application of deep learning for anomaly detection

Qosimov Odil Rustam o'g'li; Nigora Rustamova; Mamatov Ulug'bek

Article · 2021

Application of deep learning for anomaly detection

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20.1003/tatuilm/2021/v8_i1/53795705English

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Authors

Qosimov Odil Rustam o'g'lino linked profile
TATU, Telekommunikatsiya texnologiyalari fakulteti
Nigora Rustamova ORCID 0000-0002-0015-4259 (opens in a new tab)
Muhammad al-Xorazmiy nomidagi Toshkent axborot texnologiyalari universiteti
Mamatov Ulug'bek ORCID 0000-0002-0015-2990 (opens in a new tab)
Tashkent University of Information Technologies named after Muhammad al-Khwarizmi

Abstract

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

Keywords

Bibliographic details

DRI: 20.1003/tatuilm/2021/v8_i1/53795705
Work type: Article
Journal: TATU ilmiy-uslubiy jurnaliISSN 2181-0214
Volume and issue: Vol. 8, No. 1
Pages: 7–12
Published: 26 February 2021
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: 5

Excluding self-citations

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References

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

18 entries11 matched1 under review6 external

1.
Rasulov, S. U., & Olimov, Sh. A. (2017). Geoaxborot tizimi xavfsizligini ta'minlashda katta ma'lumotlar imkoniyatlari. Muhammad al-Xorazmiy avlodlari, 4(10), 10–21. URL: https://nationaldri.uz/20.1003/mxa/2017/v4_i10/21810548
MatchedExact by DRI→ Geoaxborot tizimi xavfsizligini ta'minlashda katta ma'lumotlar imkoniyatlari
2.
Asqarov O.A. Geoaxborot tizimi xavfsizligini ta'minlashda narsalar interneti imkoniyatlari // Til va adabiyot ta'limi. – 2002. – №12. – B. 32–78.
External source
3.
Samuelson P., Nordhaus W. Economics. 19th ed. – New York: McGraw-Hill, 2010. – 744 p.
External source
4.
Tanaka H. (2005). A meta-analysis of active learning in STEM education revisited. Sustainability, 55, 803–904. DOI: 10.3390/su.2005.440513
External source
5.
Sharipova Sh.K. Применение интернета вещей в текстильной промышленности: fan nomzodi (PhD) diss. avtoreferati. – Toshkent, 2017. – 95 b. DRI: 20.1006/diss/d2017/47164038
MatchedExact by DRI
6.
Rustamova, N. D., & Egamberdiyev, M. Sh. (2021). Применение интернета вещей в текстильной промышленности (на примере Ташкента). TATU: fan, ta'lim va innovatsiya, 9(1), 1–10. https://doi.org/10.52011/tatufti.2021.9.1.1
MatchedExact by DOI
7.
Jo'rayev K.Q. O'zbek tilidagi matnlar korpusi uchun genetik algoritmlar asosida tasvirlarni segmentatsiyalash // Xalq ta'limi. – 2018. – №3. – B. 50–118.
External source
8.
Silva R., Müller K., Smith J. (2007). Economic growth and institutional quality in transition economies: a systematic review. Sustainability, 50, 289–970.
External source
9.
Qosimov, O. R. (2020). Применение интернета вещей в туризма (на примере Самарканда). Toshkent.
MatchedFuzzy match, S = 1.00
10.
Berdiyev, U. A., Qosimov, O. R., & Jabborova, K. O. (2014). Surxondaryo viloyati avtomobilsozlik investitsion jozibadorligini baholash. TATU ilmiy-uslubiy jurnali, 1(3), 10–19.
MatchedFuzzy match, S = 1.00
11.
Bozorov M.K., Normatova U.A., Petrova A.S. Moliya sohsaida blokcheynni qo'llash // «Axborot texnologiyalari va sun'iy intellekt: nazariya va amaliyot» mavzusidagi respublika ilmiy-amaliy konferensiya materiallari. – Toshkent, 2018. – B. 37–38. URL: https://nationaldri.uz/20.1003/tatuconf2018/2018/38465111
MatchedExact by DRI
12.
Eshmatova, M. F. (2019). O'rta asrlarda Toshkent vohasida shaharsozlik madaniyati tarixi. In «Tilshunoslik va adabiyotshunoslikning dolzarb masalalari» mavzusidagi respublika ilmiy-amaliy konferensiya (pp. 60–62). Toshkent.
MatchedFuzzy match, S = 1.00
13.
Yusupov O.O. Zaryad tashuvchilar rekombinatsiyasining nazariy modeli (Namangan viloyati misolida) 23. – Toshkent: O'zMU, 2020. – 143 b. DRI: 20.1002/books/b2020/53119601
MatchedExact by DRI
14.
Kamolova, G. S., & Nurmatova, U. S. (2019). Применение искусственного интеллекта в тектильной промышленности. Ekologiya xabarnomasi, 9(1), 1–9.
MatchedFuzzy match, S = 1.00
15.
Davletova R.S., Kenjayeva M.M., Nazarova S.X., va boshq. IoT tarmog'i uchun kriptografik protokollar asosida ma'lumotlarni tasniflash // TDTU: fan, ta'lim va innovatsiya. – 2018. – №1. – B. 10–18. https://doi.org/10.52017/tdtufti.2018.8.1.2
MatchedExact by DOI
16.
Wang L. (2017). Language learning motivation in higher education. Computers & Education, 84, 410–940.
External source
17.
Volkov A.N. Bulutli hisoblash muhiti uchun fuzzy logika asosida ma'lumotlarni tasniflash // Xalq ta'limi. – 2020. – №4. – B. 87–102.
Under review
18.
Aliyeva, F. N., & Ergashev, M. S. (2019). Sensor ma'lumotlarini genetik algoritmlar yordamida tahlil qiish. In «Matematik fizika va tegishli muammolar» mavzusidagi respublika ilmiy-amaliy konferensiya (pp. 12–14). Toshkent. https://nationaldri.uz/20.1007/farduconf2019/2019/60611643
MatchedExact by DRI

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

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[1] 1.
Rasulov, S. U., & Olimov, Sh. A. (2017). Geoaxborot tizimi xavfsizligini ta'minlashda katta ma'lumotlar imkoniyatlari. Muhammad al-Xorazmiy avlodlari, 4(10), 10–21. URL: https://nationaldri.uz/20.1003/mxa/2017/v4_i10/21810548
MatchedExact by DRI→ Geoaxborot tizimi xavfsizligini ta'minlashda katta ma'lumotlar imkoniyatlari

[2] 2.
Asqarov O.A. Geoaxborot tizimi xavfsizligini ta'minlashda narsalar interneti imkoniyatlari // Til va adabiyot ta'limi. – 2002. – №12. – B. 32–78.
External source

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

[4] 4.
Tanaka H. (2005). A meta-analysis of active learning in STEM education revisited. Sustainability, 55, 803–904. DOI: 10.3390/su.2005.440513
External source

[5] 5.
Sharipova Sh.K. Применение интернета вещей в текстильной промышленности: fan nomzodi (PhD) diss. avtoreferati. – Toshkent, 2017. – 95 b. DRI: 20.1006/diss/d2017/47164038
MatchedExact by DRI

[6] 6.
Rustamova, N. D., & Egamberdiyev, M. Sh. (2021). Применение интернета вещей в текстильной промышленности (на примере Ташкента). TATU: fan, ta'lim va innovatsiya, 9(1), 1–10. https://doi.org/10.52011/tatufti.2021.9.1.1
MatchedExact by DOI

[7] 7.
Jo'rayev K.Q. O'zbek tilidagi matnlar korpusi uchun genetik algoritmlar asosida tasvirlarni segmentatsiyalash // Xalq ta'limi. – 2018. – №3. – B. 50–118.
External source

[8] 8.
Silva R., Müller K., Smith J. (2007). Economic growth and institutional quality in transition economies: a systematic review. Sustainability, 50, 289–970.
External source

[9] 9.
Qosimov, O. R. (2020). Применение интернета вещей в туризма (на примере Самарканда). Toshkent.
MatchedFuzzy match, S = 1.00

[10] 10.
Berdiyev, U. A., Qosimov, O. R., & Jabborova, K. O. (2014). Surxondaryo viloyati avtomobilsozlik investitsion jozibadorligini baholash. TATU ilmiy-uslubiy jurnali, 1(3), 10–19.
MatchedFuzzy match, S = 1.00

[11] 11.
Bozorov M.K., Normatova U.A., Petrova A.S. Moliya sohsaida blokcheynni qo'llash // «Axborot texnologiyalari va sun'iy intellekt: nazariya va amaliyot» mavzusidagi respublika ilmiy-amaliy konferensiya materiallari. – Toshkent, 2018. – B. 37–38. URL: https://nationaldri.uz/20.1003/tatuconf2018/2018/38465111
MatchedExact by DRI

[12] 12.
Eshmatova, M. F. (2019). O'rta asrlarda Toshkent vohasida shaharsozlik madaniyati tarixi. In «Tilshunoslik va adabiyotshunoslikning dolzarb masalalari» mavzusidagi respublika ilmiy-amaliy konferensiya (pp. 60–62). Toshkent.
MatchedFuzzy match, S = 1.00

[13] 13.
Yusupov O.O. Zaryad tashuvchilar rekombinatsiyasining nazariy modeli (Namangan viloyati misolida) 23. – Toshkent: O'zMU, 2020. – 143 b. DRI: 20.1002/books/b2020/53119601
MatchedExact by DRI

[14] 14.
Kamolova, G. S., & Nurmatova, U. S. (2019). Применение искусственного интеллекта в тектильной промышленности. Ekologiya xabarnomasi, 9(1), 1–9.
MatchedFuzzy match, S = 1.00

[15] 15.
Davletova R.S., Kenjayeva M.M., Nazarova S.X., va boshq. IoT tarmog'i uchun kriptografik protokollar asosida ma'lumotlarni tasniflash // TDTU: fan, ta'lim va innovatsiya. – 2018. – №1. – B. 10–18. https://doi.org/10.52017/tdtufti.2018.8.1.2
MatchedExact by DOI

[16] 16.
Wang L. (2017). Language learning motivation in higher education. Computers & Education, 84, 410–940.
External source

[17] 17.
Volkov A.N. Bulutli hisoblash muhiti uchun fuzzy logika asosida ma'lumotlarni tasniflash // Xalq ta'limi. – 2020. – №4. – B. 87–102.
Under review

[18] 18.
Aliyeva, F. N., & Ergashev, M. S. (2019). Sensor ma'lumotlarini genetik algoritmlar yordamida tahlil qiish. In «Matematik fizika va tegishli muammolar» mavzusidagi respublika ilmiy-amaliy konferensiya (pp. 12–14). Toshkent. https://nationaldri.uz/20.1007/farduconf2019/2019/60611643
MatchedExact by DRI

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