PhiloMine (release 0.1a) Select Bibliography ARTFL/DLDC University of Chicago

We will be adding more.

• Collection of data mining tutorials by Andrew Moore
  http://www.autonlab.org/tutorials/
• "An Introduction to Data Mining" by Kurt Thearling, Ph.D.
  http://www.thearling.com/dmintro/dmintro_2.htm

• Classifier Showdown (SVM, Bayes, perceptron neural networks)
  http://blog.peltarion.com/2006/07/10/classifier-showdown/
• Bei Yu, "An Evaluation of Text-Classification Methods for Literary Study." (PDF 800 Kb) Submitted January 2007 for a Ph.D. in Library and Information Science from the University of Illinois.
• Fabrizio Sebastiani, Machine learning in automated text categorization, ACM Computing Surveys, Volume 34, Issue 1 (March 2002).

• Wikipedia article on Naive Bayes
  http://en.wikipedia.org/wiki/Naive_Bayes http://blog.peltarion.com/2006/07/10/classifier-showdown/

• Wikipedia article on Support Vector Machines
  http://en.wikipedia.org/wiki/Support_vector_machine
• Script to extract SVMLight features weights from generated models
  http://www.cs.cornell.edu/People/tj/svm%5Flight/svm2weight.pl.txt
• Using two-class classifiers for multiclass classification
  http://ict.ewi.tudelft.nl/~davidt/papers/icpr_02_mclass.pdf
• Multiclass SVM discussion
  http://blue.utb.edu/hlei/Research/papers/Half_HalfSVM.pdf
• Discussion of Feature Selection in SVM by Gabrilovich and Markovitch
  http://www.cs.technion.ac.il/~gabr/papers/fs-svm.pdf
• "Random Falsifiability and Support Vector Machines", by Ruiz and Lopex-de-Teruel
  http://learn98.tsc.uc3m.es/~learn98/papers/abstracts/paper013/abstract.html

• Building a Vector Space Search Engine in Perl
  http://www.perl.com/lpt/a/713

• Description of the ARFF data format
  http://weka.sourceforge.net/wekadoc/index.php/en:ARFF_%283.4.6%29
• The WEKA Primer
  http://weka.sourceforge.net/wekadoc/index.php/en:Primer
• WEKA Troubleshooting
  http://weka.sourceforge.net/wekadoc/index.php/en:Troubleshooting#Spaces_in_labels_of_ARFF_files