| 103 | -- | 105 | Thorsten Joachims, Fabrizio Sebastiani. Guest Editors Introduction to the Special Issue on Automated Text Categorization |
| 107 | -- | 125 | Ata Kabán, Mark Girolami. A Dynamic Probabilistic Model to Visualise Topic Evolution in Text Streams |
| 127 | -- | 152 | Nello Cristianini, John Shawe-Taylor, Huma Lodhi. Latent Semantic Kernels |
| 153 | -- | 172 | Alexei Vinokourov, Mark Girolami. A Probabilistic Framework for the Hierarchic Organisation and Classification of Document Collections |
| 173 | -- | 194 | Chien Chin Chen, Meng Chang Chen, Yeali S. Sun. PVA: A Self-Adaptive Personal View Agent |
| 195 | -- | 217 | Paolo Frasconi, Giovanni Soda, Alessandro Vullo. Hidden Markov Models for Text Categorization in Multi-Page Documents |
| 219 | -- | 241 | Yiming Yang, Seán Slattery, Rayid Ghani. A Study of Approaches to Hypertext Categorization |