Підхід з напівкерованим навчанням в інвертованому файловому індексі для пошуку наближеного найближчого сусіда

This paper introduces a novel modification to the Inverted File (IVF) index approach for approximate nearest neighbor search, incorporating supervised learning techniques to enhance the efficacy of intermediate clustering and achieve more balanced cluster sizes. The proposed method involves creating...

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Bibliographic Details
Date:2023
Main Author: Bazdyrev, Anton
Format: Article
Language:English
Published: The National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute" 2023
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Online Access:http://journal.iasa.kpi.ua/article/view/297400
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Journal Title:System research and information technologies

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System research and information technologies