Authorship attribution via evolutionary hybridization of sentiment analysis, LIWC, and topic modeling features

J Gaston, M Narayanan, G Dozier… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
Authorship Attribution is a well-studied topic with deep roots in the field of Stylometry. Less
traditional feature sets have not received as much attention. In this paper, we take a deeper …

Author identification of micro-messages via multi-channel convolutional neural networks

S Aykent, G Dozier - … on Systems, Man, and Cybernetics (SMC), 2020 - ieeexplore.ieee.org
With the emergence use of social media, millions of micro-messages are exchanged daily.
Although micro-messages are a powerful and efficient way to communicate among …

Reframing and Broadening Adversarial Stylometry for Academic Integrity

JJ Carmichael - Second Handbook of Academic Integrity, 2024 - Springer
Adversarial stylometry can be a form of academic fraud that involves the deceptive
manipulation of text through manual, hybrid, or automatic techniques to obfuscate or …

Rhythmic and psycholinguistic features for authorship tasks in the spanish parliament: Evaluation and analysis

S Corbara, B Chulvi, P Rosso, A Moreo - International Conference of the …, 2022 - Springer
Among the many tasks of the authorship field, Authorship Identification aims at uncovering
the author of a document, while Author Profiling focuses on the analysis of personal …

Towards a human-AI hybrid for adversarial authorship

J Allred, S Packer, G Dozier, S Aykent… - 2020 …, 2020 - ieeexplore.ieee.org
In this paper, we compare two types of masking methods for Adversarial Authorship. One
method is a human-based interactive form of masking (referred to as AuthorCAAT-V) while …

Author Identification via a distributed neural-evolutionary hybrid (DiNEH)

S Aykent, G Dozier - 2020 SoutheastCon, 2020 - ieeexplore.ieee.org
In this paper, we propose a non-traditional Genetic & Evolutionary Feature Selection
(GEFeS) method for Author Identification. This method evolves a distributed feature vector …

Towards the Improvement of UI/UX of a Human-AI Adversarial Authorship System

S Packer, C Seals, G Dozier - International Conference on Human …, 2022 - Springer
Abstract AuthorCAAT (Author Cyber Analysis & Advisement Tool) is a tool created to aid
users in protecting their online privacy by assisting them in altering their writing style through …

Linguistic features integration for text classification tasks in Spanish

JA García-Díaz - 2023 - rua.ua.es
This manuscript summarises the doctoral thesis of José Antonio García-Díaz at the
University of Murcia, under the supervision of doctors Rafael Valencia-García and Pedro …

A Comparison of Genetic & Swarm Intelligence-Based Feature Selection Algorithms for Author Identification

S Halladay, G Dozier - 2020 IEEE Symposium Series on …, 2020 - ieeexplore.ieee.org
Researchers are moving beyond stylometric features to improve author identification
systems. They are exploring non-traditional and hybrid feature sets that include areas like …

A Framework Supporting Human-AI Adversarial Authorship: The Analysis of User Frustration to Improve System Efficiency

S Packer - 2023 - etd.auburn.edu
Writing style can be traced back to a specific author with the use of authorship attribution
techniques. These techniques use machine learning algorithms to classify the authors. This …