Výsledky vyhledávání - "Iskander Akhmetov"

Akademický článek

Sentiment analysis of vegan related tweets using mutual information for feature selection

Autor: Elvina Shamoi, Akniyet Turdybay, Pakizar Shamoi, Iskander Akhmetov, Assel Jaxylykova, Alexandr Pak

Publikováno v: PeerJ Computer Science, Vol 8, p e1149 (2022)

Nowadays, people get increasingly attached to social media to connect with other people, to study, and to work. The presented article uses Twitter posts to better understand public opinion regarding the vegan (plant-based) diet that has traditionally

Externí odkaz: https://doaj.org/article/d732f9d4f8674d4c8d4cbc7d2a53651f

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Akademický článek

Reaching for upper bound ROUGE score of extractive summarization methods

Autor: Iskander Akhmetov, Rustam Mussabayev, Alexander Gelbukh

Publikováno v: PeerJ Computer Science, Vol 8, p e1103 (2022)

The extractive text summarization (ETS) method for finding the salient information from a text automatically uses the exact sentences from the source text. In this article, we answer the question of what quality of a summary we can achieve with ETS m

Externí odkaz: https://doaj.org/article/00ff5a46aa4e46829e3c3466f75d7860

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Akademický článek

Greedy Optimization Method for Extractive Summarization of Scientific Articles

Autor: Iskander Akhmetov, Alexander Gelbukh, Rustam Mussabayev

Publikováno v: IEEE Access, Vol 9, Pp 168141-168153 (2021)

This work presents a method for summarizing scientific articles from the arXive and PubMed datasets using a greedy Extractive Summarization algorithm. We used the approach along with Variable Neighborhood Search (VNS) to learn what is the top-line ex

Externí odkaz: https://doaj.org/article/b8b3ec1c33804e499ed44439192b5ff2

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