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ICMLA
2008
15 years 5 days ago
Highly Scalable SVM Modeling with Random Granulation for Spam Sender Detection
Spam sender detection based on email subject data is a complex large-scale text mining task. The dataset consists of email subject lines and the corresponding IP address of the em...
Yuchun Tang, Yuanchen He, Sven Krasser
FOSSACS
2003
Springer
15 years 4 months ago
Categories of Containers
We introduce the notion of containers as a mathematical formalisation of the idea that many important datatypes consist of templates where data is stored. We show that containers h...
Michael Abbott, Thorsten Altenkirch, Neil Ghani
LION
2010
Springer
209views Optimization» more  LION 2010»
15 years 3 months ago
Feature Extraction from Optimization Data via DataModeler's Ensemble Symbolic Regression
We demonstrate a means of knowledge discovery through feature extraction that exploits the search history of an optimization run. We regress a symbolic model ensemble from optimiza...
Kalyan Veeramachaneni, Katya Vladislavleva, Una-Ma...
KDD
2007
ACM
190views Data Mining» more  KDD 2007»
15 years 11 months ago
Model-shared subspace boosting for multi-label classification
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...
Rong Yan, Jelena Tesic, John R. Smith
JUCS
2006
117views more  JUCS 2006»
14 years 10 months ago
Information and Hybrid Architecture Model of the OCP Contextual Information Management System
: This paper describes OCP (Open Context Platform), a middleware which provides support for management of contextual information and merging of information from different sources. ...
Ignacio Nieto-Carvajal, Juan A. Botía Blaya...