Browsing Computer Science (Scholarly Publications) by Subject "authorship attribution"
Now showing items 1-4 of 4
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Author verification: basic stacked generalization applied to predictions from a set of heterogeneous learners
(2015)In this paper we present the system we submitted to the PAN 2015 competition for the author verification task. We consider the task as a supervised classification problem, where each case in a dataset is an instance. Our ... -
CLG Authorship Analytics: a library for authorship verification
(2022)The task of authorship verification consists in detecting whether two texts have been written by the same person. This paper describes the CLG Authorship Analytics software, which implements several individual methods as ... -
N-gram Distributions in Texts as Proxy for Textual Fingerprints
(IOS Press, 2007)Recent experiments using mainly character unigram distributions in authorship attribution tasks are discussed. Results so far indicate efficacy in similarity judgements seemingly good enough for `balance of probabilities' ... -
Temporal predictive regression models for linguistic style analysis
(2018)This study focuses on modelling general and individual language change over several decades. A timeline prediction task was used to identify interesting temporal features. Our previous work achieved high accuracy in ...