Feature Substitution Using Latent Dirichlet Allocation for Text Classification

Text classification plays a pivotal role in natural language processing, enabling applications such as product categorization, sentiment analysis, spam detection, and document organization. Traditional methods, including bag-of-words and TF-IDF, often lead to high-dimensional feature spaces, increas...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS
المؤلفون الرئيسيون: Mathivanan, Norsyela Muhammad Noor; Janor, Roziah Mohd; Abd Razak, Shukor; Ghani, Nor Azura Md.
التنسيق: مقال
اللغة:English
منشور في: SCIENCE & INFORMATION SAI ORGANIZATION LTD 2025
الموضوعات:
الوصول للمادة أونلاين:https://www-webofscience-com.uitm.idm.oclc.org/wos/woscc/full-record/WOS:001437132300001