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A network approach to topic models

Jul 19, 2018
Martin Gerlach, Tiago P. Peixoto, Eduardo G. Altmann

* Science Advances 4, eaaq1360 (2018) 
* 22 pages, 10 figures, code available at https://topsbm.github.io/ 

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Generalized Entropies and the Similarity of Texts

Nov 11, 2016
Eduardo G. Altmann, Laercio Dias, Martin Gerlach

* J. Stat. Mech. 014002 (2017) 
* 13 pages, 6 figures; Results presented at the StatPhys-2016 meeting in Lyon 

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Similarity of symbol frequency distributions with heavy tails

Apr 15, 2016
Martin Gerlach, Francesc Font-Clos, Eduardo G. Altmann

* Phys. Rev. X 6, 021009 (2016) 
* 13 pages, 7 figures 

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Statistical laws in linguistics

Feb 11, 2015
Eduardo G. Altmann, Martin Gerlach

* Proceedings of the Flow Machines Workshop: Creativity and Universality in Language, Paris, June 18 to 20, 2014 

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Scaling laws and fluctuations in the statistics of word frequencies

Nov 04, 2014
Martin Gerlach, Eduardo G. Altmann

* New Journal of Physics 16 (2014), 113010 
* 19 pages, 4 figures 

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Extracting information from S-curves of language change

Oct 30, 2014
Fakhteh Ghanbarnejad, Martin Gerlach, Jose M. Miotto, Eduardo G. Altmann

* J. R. Soc. Interface 6 December 2014 vol. 11 no. 101 20141044 
* 9 pages, 5 figures, Supplementary Material is available at http://dx.doi.org/10.6084/m9.figshare.1221782 

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Stochastic model for the vocabulary growth in natural languages

Apr 04, 2013
Martin Gerlach, Eduardo G. Altmann

* Phys. Rev. X 3, 021006 (2013) 
* corrected typos and errors in reference list; 10 pages text, 15 pages supplemental material; to appear in Physical Review X 

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Probing the statistical properties of unknown texts: application to the Voynich Manuscript

Mar 02, 2013
Diego R. Amancio, Eduardo G. Altmann, Diego Rybski, Osvaldo N. Oliveira Jr., Luciano da F. Costa

* PLoS ONE 8(7): e67310 (2013) 

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Identifying trends in word frequency dynamics

Feb 15, 2013
Eduardo G. Altmann, Zakary L. Whichard, Adilson E. Motter

* J. Stat. Phys. 151, p. 277 (2013) 

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On the origin of long-range correlations in texts

Jul 03, 2012
Eduardo G. Altmann, Giampaolo Cristadoro, Mirko Degli Esposti

* Proc. Natl. Acad. Sci. USA 109, 11582 (2012) 
* Full paper (8 pages) and Supporting Information (19 pages) 

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Comparing intermittency and network measurements of words and their dependency on authorship

Dec 28, 2011
Diego R. Amancio, Eduardo G. Altmann, Osvaldo N. Oliveira Jr., Luciano da F. Costa

* New J. Phys. (2011) 13 123024 

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Niche as a determinant of word fate in online groups

Jun 02, 2011
Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter

* PLoS ONE 6(5), e19009 (2011) 
* Supporting Information is available here: http://www.plosone.org/article/fetchSingleRepresentation.action?uri=info:doi/10.1371/journal.pone.0019009.s001 

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Beyond word frequency: Bursts, lulls, and scaling in the temporal distributions of words

Nov 11, 2009
Eduardo G. Altmann, Janet B. Pierrehumbert, Adilson E. Motter

* PLoS ONE 4 (11): e7678 (2009) 

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