Author identification using deep learning

AM Mohsen, NM El-Makky… - 2016 15th IEEE …, 2016 - ieeexplore.ieee.org
Authorship identification is the task of identifying the author of a given text from a set of
suspects. The main concern of this task is to define an appropriate characterization of texts …

An author verification approach based on differential features

A Bartoli, A Dagri, A De Lorenzo, E Medvet… - CEUR Workshop …, 2015 - arts.units.it
We describe the approach that we submitted to the 2015 PAN competition for the author
identification task. The task consists in determining if an unknown document was authored …

Authorship identification for online text

RHR Tan, FS Tsai - 2010 International Conference on …, 2010 - ieeexplore.ieee.org
Authorship identification for online text such as blogs and e-books is a challenging problem
as these documents do not have a considerable amount of content. Therefore, identification …

Towards author identification of Arabic text articles

AF Otoom, EE Abdullah, S Jaafer… - … on information and …, 2014 - ieeexplore.ieee.org
We target the problem of identifying the author of an Arabic text article. Our main aim is to
develop an intelligent system that is capable of classifying a new article into one of seven …

Who wrote this paper? Learning for authorship de-identification using stylometric featuress

J Hurtado, N Taweewitchakreeya… - Proceedings of the 2014 …, 2014 - ieeexplore.ieee.org
In this paper, we propose to combine stylometric features and neural networks for authorship
de-identification. Our research mainly focuses on scientific publications, because scholarly …

Author identification based on word distribution in word space

BG HB, U Reshma - 2015 International Conference on …, 2015 - ieeexplore.ieee.org
Author attribution has grown into an area that is more challenging from the past decade. It
has become an inevitable task in many sectors like forensic analysis, law, journalism and …

Author identification using writer-dependent and writer-independent strategies

D Pavelec, E Justino, LV Batista… - Proceedings of the 2008 …, 2008 - dl.acm.org
In this work we discuss author identification for documents written in Portuguese. Two
different approaches were compared. The first is the writer-independent model which …

Authors' writing styles based authorship identification system using the text representation vector

NE Benzebouchi, N Azizi, NE Hammami… - … Multi-Conference on …, 2019 - ieeexplore.ieee.org
Text mining is one of the main and typical tasks of machine learning (ML). Authorship
identification (AI) is a standard research subject in text mining and natural language …

Compression and stylometry for author identification

D Pavelec, LS Oliveira, E Justino… - … Joint Conference on …, 2009 - ieeexplore.ieee.org
In this paper we compare two different paradigms for author identification. The first one is
based on compression algorithms where the entire process of defining and extracting …

[PDF][PDF] Ensemble-based author identification using character n-grams

E Stamatatos - … of the 3rd International Workshop on Text …, 2006 - downloads.webis.de
This paper deals with the problem of identifying the most likely author of a text. Several
thousands of character n-grams, rather than lexical or syntactic information, are used to …