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The statistical properties of letters frequencies in European literature texts are investigated. The determination of logarithmic dependence of letters sequence for one-language and two-language texts are examined. The pare of languages is…

The Voynich Manuscript is a medieval book written in an unknown script. This paper studies the distribution of similarly spelled words in the Voynich Manuscript. It shows that the distribution of words within the manuscript is not…

Computation and Language · Computer Science 2016-02-09 Torsten Timm

The Voynich manuscript is a medieval book written in an unknown script. This paper studies the relation between similarly spelled words in the Voynich manuscript. By means of a detailed analysis of similar spelled words it was possible to…

Cryptography and Security · Computer Science 2015-12-11 Torsten Timm

While the Voynich Manuscript was almost certainly written left-to-right (LTR), the question whether the underlying script or cipher reads LTR or right-to-left (RTL) has received little quantitative attention. We introduce a statistical…

Cryptography and Security · Computer Science 2025-09-25 Christophe Parisel

While the use of statistical physics methods to analyze large corpora has been useful to unveil many patterns in texts, no comprehensive investigation has been performed investigating the properties of statistical measurements across…

Physics and Society · Physics 2013-07-04 Diego R. Amancio , Eduardo G. Altmann , Diego Rybski , Osvaldo N. Oliveira , Luciano da F. Costa

This paper outlines the creation of three corpora for multilingual comparison and analysis of the Voynich manuscript: a corpus of Voynich texts partitioned by Currier language, scribal hand, and transcription system, a corpus of 294…

Computation and Language · Computer Science 2021-05-20 Luke Lindemann , Claire Bowern

The Voynich Manuscript (VMS) exhibits a script of uncertain origin whose grapheme sequences have resisted linguistic analysis. We present a systematic analysis of its grapheme sequences, revealing two complementary structural layers: a…

Computation and Language · Computer Science 2026-04-23 Christophe Parisel

This article presents the results of investigations using topic modeling of the Voynich Manuscript (Beinecke MS408). Topic modeling is a set of computational methods which are used to identify clusters of subjects within text. We use latent…

Computation and Language · Computer Science 2021-07-08 Rachel Sterneck , Annie Polish , Claire Bowern

The Voynich MS is an illustrated 15th century manuscript, whose text is written in an unknown alphabet, which has not been translated until today. In 2004 Gordon Rugg published a paper in which he proposed that this text is likely to be…

Computers and Society · Computer Science 2021-04-27 René Zandbergen

Art has long been a medium for individuals to engage with the world. Scribble art, a form of abstract visual expression, features spontaneous, gestural strokes made with pens or brushes. These dynamic and expressive compositions, created…

Graphics · Computer Science 2024-11-14 Soumyaratna Debnath , Ashish Tiwari , Shanmuganathan Raman

The late medieval Voynich Manuscript (VM) has resisted decryption and was considered a meaningless hoax or an unsolvable cipher. Here, we provide evidence that the VM is written in natural language by establishing a relation of the Voynich…

Computation and Language · Computer Science 2017-10-09 J. Michael Herrmann

Language, which allows complex ideas to be communicated through symbolic sequences, is a characteristic feature of our species and manifested in a multitude of forms. Using large written corpora for many different languages and scripts, we…

Computation and Language · Computer Science 2018-01-17 Md Izhar Ashraf , Sitabhra Sinha

Witnesses of medieval literary texts, preserved in manuscript, are layered objects , being almost exclusively copies of copies. This results in multiple and hard to distinguish linguistic strata -- the author's scripta interacting with the…

Computation and Language · Computer Science 2018-02-06 Jean-Baptiste Camps

Which statistical features distinguish a meaningful text (possibly written in an unknown system) from a meaningless set of symbols? Here we answer this question by comparing features of the first half of a text to its second half. This…

Computation and Language · Computer Science 2023-07-18 Weibing Deng , R. Xie , S. Deng , Armen E. Allahverdyan

When speaking or writing, people omit information that seems clear and evident, such that only part of the message is expressed in words. Especially in argumentative texts it is very common that (important) parts of the argument are implied…

Computation and Language · Computer Science 2019-12-24 Maria Becker , Katharina Korfhage , Anette Frank

Written language is complex. A written text can be considered an attempt to convey a meaningful message which ends up being constrained by language rules, context dependence and highly redundant in its use of resources. Despite all these…

Computation and Language · Computer Science 2019-05-20 E. Estevez-Rams , A. Mesa Rodriguez , D. Estevez-Moya

Logical investigations of the notion of secrecy are typically concentrated on tools for deducing whether private information is well hidden from unauthorized, direct, or indirect access attempts. This paper proposes a multi-agent, normal…

We carried out an experimental set-up for reading a hidden drawing under papyrus using an optical technique based on the speckle phenomenon that is observed when a rough surface is illuminated by laser light. We propose the use of several…

Image and Video Processing · Electrical Eng. & Systems 2023-03-23 L. Buffarini , H. J. Rabal , N. L. Cap , E. E. Grumel , M. Trivi , M. Tebaldi

Leibniz's mathematical texts are a perfect example of a type of historical document that is extremely difficult to deal with in the context of an editorial enterprise: the draft. The tables in Leibniz's mathematical manuscripts are a…

History and Overview · Mathematics 2024-04-09 Ariles Remaki

Signature-based techniques give mathematical insight into the interactions between complex streams of evolving data. These insights can be quite naturally translated into numerical approaches to understanding streamed data, and perhaps…

Machine Learning · Statistics 2025-02-21 Terry Lyons , Andrew D. McLeod
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