Automatic Source Attribution of Text: A Neural Networks Approach

Authorship: 
Foaad Khosmood and Franz Kurfess
Publication: 
International Joint Conference on Neural Networks, IJCNN-05
Conference
Location: 
Montreal, Canada
August, 2005
Recent advances in automatic authorship attribution have been promising. Relatively new techniques such as N-gram analysis have shown important improvements in accuracy. Much of the work in this area does remain in the realm of statistics best suited for human assistance rather than autonomous attribution. While there have been attempts at using neural networks in the area in the past, they have been extremely limited and problem-specific 171.
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