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» Email classification with co-training
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ADMA
2010
Springer
271views Data Mining» more  ADMA 2010»
14 years 8 months ago
Exploiting Concept Clumping for Efficient Incremental E-Mail Categorization
We introduce a novel approach to incremental e-mail categorization based on identifying and exploiting "clumps" of messages that are classified similarly. Clumping reflec...
Alfred Krzywicki, Wayne Wobcke
104
Voted
JMLR
2006
147views more  JMLR 2006»
15 years 1 months ago
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images
In recent years anti-spam filters have become necessary tools for Internet service providers to face up to the continuously growing spam phenomenon. Current server-side anti-spam ...
Giorgio Fumera, Ignazio Pillai, Fabio Roli
ACL
2007
15 years 3 months ago
A Feature Based Approach to Leveraging Context for Classifying Newsgroup Style Discussion Segments
On a multi-dimensional text categorization task, we compare the effectiveness of a feature based approach with the use of a stateof-the-art sequential learning technique that has ...
Yi-Chia Wang, Mahesh Joshi, Carolyn Penstein Ros&e...
107
Voted
CLIN
2001
15 years 3 months ago
Accurate Stemming of Dutch for Text Classification
This paper investigates the use of stemming for classification of Dutch (email) texts. We introduce a stemmer, which combines dictionary lookup (implemented efficiently as a finit...
Tanja Gaustad, Gosse Bouma
81
Voted
CHI
2006
ACM
16 years 2 months ago
Visualizing email content: portraying relationships from conversational histories
We present Themail, a visualization that portrays relationships using the interaction histories preserved in email archives. Using the content of exchanged messages, it shows the ...
Fernanda B. Viégas, Judith S. Donath, Scott...