Document representation for text clustering

• Κύριος συγγραφέας: Μπούργος, Νικόλαος
• Άλλοι συγγραφείς: Bourgos, Nikolaos
• Γλώσσα: English
• Έκδοση: 2023
• Θέματα: Document clustering; Bag-of-words; Word embeddings; Συσταδοποίηση κειμένου

Clustering plays a crucial role in organizing and understanding large collections of documents. In this thesis, we conduct a comprehensive investigation of document clustering, examining clustering algorithms, text preprocessing techniques, similarity and distance measures, and evaluation metrics. W...