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Authorship Attribution Comparing Deep Learning and Machine Learning Models and Methods.

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Author-Authentication

Is Built of Three Major Components:

  • Feature Selection: Lexical + Syntactic Features, (bi-grams, tri-grams), (bi-grams, 4grams), (tri-grams, 4grams)

  • Feature Extraction: BOW, TFIDF, Domain-Specific Word Embedding, GloVe, FastText

  • Deep Learning & Machine Learning Models: Linear SVM, Multinomial Naive Bayes, Random Forest, LSTM, BI-LSTM, CNN

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Authorship Attribution Comparing Deep Learning and Machine Learning Models and Methods.

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