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ZENODO
Other literature type . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2024
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2024
License: CC BY
Data sources: Datacite
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NEYRON TO'RI ASOSIDA QAROR QABUL QILISHDAGI SHAFFOFLIK

descriptionPublicationkeyboard_double_arrow_right Other literature type 21 May 2024Publisher:Zenodo
Authors: Tojimamatov, Israil; Jo'rayev, Ahliddin;

doi: 10.5281/zenodo.11230801 , 10.5281/zenodo.11230802

NEYRON TO'RI ASOSIDA QAROR QABUL QILISHDAGI SHAFFOFLIK

Abstract

Ushbu maqola neyron tarmoqlari asosida qaror qabul qilish jarayonlarining shaffofligi haqida muhokama qiladi. Sun'iy intellektning bu sohasi, ayniqsa neyron tarmoqlarining murakkabligi sababli, ko'pincha "qora quti" sifatida qaraladi, bu esa qaror qabul qilish jarayonida ishonchlilik va aniqlik masalalarini keltirib chiqaradi. Maqola, neyron tarmoqlarining qarorlarini qanday qilib yanada tushunarli va shaffof qilib yaratish mumkinligi haqida so'nggi tadqiqotlar va yondashuvlarni taqdim etadi. Xususan, tushuntiriladigan sun'iy intellekt (XAI) usullari orqali neyron tarmoqlarining ichki mexanizmlarini ochib berish yo'llari ko'rib chiqiladi. Bu usullar, AI qarorlarini inson foydalanuvchilarga yanada tushunarli qilishga yordam beradi, natijada ularning qabul qilingan qarorlarni qabul qilishdagi ishonchini oshiradi.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Average
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green