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Machine Learning Methods for Stylometry

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Cover of 'Machine Learning Methods for Stylometry'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction to Stylistic Models and Applications
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    Chapter 2 Basic Lexical Concepts and Measurements
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    Chapter 3 Distance-Based Approaches
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    Chapter 4 Evaluation Methodology and Test Corpora
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    Chapter 5 Features Identification and Selection
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    Chapter 6 Machine Learning Models
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    Chapter 7 Advanced Models for Stylometric Applications
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    Chapter 8 Elena Ferrante: A Case Study in Authorship Attribution
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    Chapter 9 Author Profiling of Tweets
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    Chapter 10 Applications to Political Speeches
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    Chapter 11 Conclusion
Attention for Chapter 6: Machine Learning Models
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