[HTML][HTML] Efficient English text classification using selected machine learning techniques

X Luo - Alexandria Engineering Journal, 2021 - Elsevier
Text classification (TC) is an approach used for the classification of any kind of documents
for the target category or out. In this paper, we implemented the Support Vector Machines …

Text analysis in adversarial settings: Does deception leave a stylistic trace?

T Gröndahl, N Asokan - ACM Computing Surveys (CSUR), 2019 - dl.acm.org
Textual deception constitutes a major problem for online security. Many studies have argued
that deceptiveness leaves traces in writing style, which could be detected using text …

Understanding and explaining Delta measures for authorship attribution

S Evert, T Proisl, F Jannidis, I Reger… - … Scholarship in the …, 2017 - academic.oup.com
This article builds on a mathematical explanation of one the most prominent stylometric
measures, Burrows's Delta (and its variants), to understand and explain its working. Starting …

Topic modeling genre: An exploration of French classical and enlightenment drama

C Schöch - arXiv preprint arXiv:2103.13019, 2021 - arxiv.org
The concept of literary genre is a highly complex one: not only are different genres
frequently defined on several, but not necessarily the same levels of description, but …

Machine learning methods for stylometry

J Savoy - Cham: Springer, 2020 - Springer
With the recent progress made in network and computing technology, the ubiquity of data,
and textual repositories freely available, the scientific practice evolves towards a more data …

Quantifying the impact of dirty OCR on historical text analysis: Eighteenth Century Collections Online as a case study

MJ Hill, S Hengchen - Digital Scholarship in the Humanities, 2019 - academic.oup.com
This article aims to quantify the impact optical character recognition (OCR) has on the
quantitative analysis of historical documents. Using Eighteenth Century Collections Online …

Profiling-ud: a tool for linguistic profiling of texts

D Brunato, A Cimino, F Dell'Orletta… - Proceedings of the …, 2020 - aclanthology.org
In this paper, we introduce Profiling–UD, a new text analysis tool inspired to the principles of
linguistic profiling that can support language variation research from different perspectives. It …

How do Arab tweeters perceive the COVID-19 pandemic?

BA Essam, MS Abdo - Journal of psycholinguistic research, 2021 - Springer
Abstract Language reflects several cognitive variables that are grounded in cognitive
linguistics, psycholinguistics and sociolinguistics. This paper examines how Arab …

Las comedias de Lope de Vega: confirmaciones de autoría y nuevas atribuciones desde la estilometría (I)

G Vega García-Luengos - Talía. Revista de estudios teatrales, 2021 - uvadoc.uva.es
Las comedias conservadas atribuidas a Lope de Vega de las que tenemos noticia
sobrepasan el medio millar y han sido todas ellas objeto de análisis estilométricos dentro …

[PDF][PDF] Stylometry and Spanish Golden Age Theatre: An Evaluation of Authorship Attribution in a Control Group of One Hundred Undisputed Plays

Á Cuéllar - Digital Stylistics in Romance Studies and Beyond, 2023 - academia.edu
The aim of this study is to perform an evaluation of one hundred Spanish Golden Age
theatre plays of undisputed authorship using the R package stylo, the stylometric analysis …