Yazar "Voskergian, Daniel" için listeleme
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eTNT: Enhanced TextNetTopics with Filtered LDA Topics and Sequential Forward / Backward Topic Scoring Approaches
Voskergian, Daniel; Jayousi, Rashid; Bakir-Gungor, Burcu (SCIENCE & INFORMATION-SAI ORGANIZATION LTD, 2024)TextNetTopics is a novel text classification-based topic modelling approach that focuses on topic selection rather than individual word selection to train a machine learning algorithm. However, one key limitation of ... -
TextNetTopics Pro, a topic model-based text classification for short text by integration of semantic and document-topic distribution information
Voskergian, Daniel; Bakir-Gungor, Burcu; Yousef, Malik (FRONTIERS MEDIA SA, 2023)With the exponential growth in the daily publication of scientific articles, automatic classification and categorization can assist in assigning articles to a predefined category. Article titles are concise descriptions ... -
TextNetTopics-SFTS-SBTS: TextNetTopics Scoring Approaches Based Sequential Forward and Backward
Voskergian, Daniel; Bakir-Gungor, Burcu; Yousef, Malik (Springer Science and Business Media Deutschland GmbH, 2024)TextNetTopics is a text classification-based topic modeling approach that performs topic selection rather than word selection to train a machine learning algorithm. However, one main limitation of TextNetTopics is that its ...
