Issue No.04 - July/August (1999 vol.14)
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/5254.784086
The authors' adaptive-resampling approach surpasses previous decision-tree performance and validates the effectiveness of small, pooled local dictionaries. They demonstrate their approach using the Reuters-21578 benchmark data and a real-world customer e-mail routing system.
Sholom M. Weiss, Chidanand Apte, Fred J. Damerau, David E. Johnson, Frank J. Oles, Thilo Goetz, Thomas Hampp, "Maximizing Text-Mining Performance", IEEE Intelligent Systems, vol.14, no. 4, pp. 63-69, July/August 1999, doi:10.1109/5254.784086