Menu
Home
People
Places
Arts
History
Plants & Animals
Science
Life & Culture
Technology
Reference.org
Random indexing
open-in-new
<h2 id="external-links">External links</h2> <ul><li>Zadeh Behrang Qasemi, Handschuh Siegfried. (2015) <a href="http://pars.ie/publications/papers/pre-prints/random-indexing-dr-explained.pdf">Random indexing explained with high probability</a>, TSD.</li></ul> <h2 id="references">References</h2> <ol> <li id="fn:1"><p>Kanerva, Pentti, Kristoferson, Jan and Holst, Anders (2000): Random Indexing of Text Samples for Latent Semantic Analysis, Proceedings of the 22nd Annual Conference of the Cognitive Science Society, p. 1036. Mahwah, New Jersey: Erlbaum, 2000. <a href="https://cloudfront.escholarship.org/dist/prd/content/qt5644k0w6/qt5644k0w6.pdf" target="_blank">https://cloudfront.escholarship.org/dist/prd/content/qt5644k0w6/qt5644k0w6.pdf</a> <a href="#fnref:1" class="footnote-back-ref">↩</a></p></li> <li id="fn:2"><p>Sahlgren, Magnus (2005) An Introduction to Random Indexing, Proceedings of the Methods and Applications of Semantic Indexing Workshop at the 7th International Conference on Terminology and Knowledge Engineering, TKE 2005, August 16, Copenhagen, Denmark <a href="http://eprints.sics.se/221/1/RI_intro.pdf" target="_blank">http://eprints.sics.se/221/1/RI_intro.pdf</a> <a href="#fnref:2" class="footnote-back-ref">↩</a></p></li> <li id="fn:3"><p>Sahlgren, Magnus, Holst, Anders and Pentti Kanerva (2008) Permutations as a Means to Encode Order in Word Space, In Proceedings of the 30th Annual Conference of the Cognitive Science Society: 1300-1305. <a href="http://eprints.sics.se/3436/01/permutationsCogSci08.pdf" target="_blank">http://eprints.sics.se/3436/01/permutationsCogSci08.pdf</a> <a href="#fnref:3" class="footnote-back-ref">↩</a></p></li> <li id="fn:4"><p>Kanerva, Pentti (2009) Hyperdimensional Computing: An Introduction to Computing in Distributed Representation with High-Dimensional Random Vectors, Cognitive Computation, Volume 1, Issue 2, pp. 139–159. <a href="http://www.rctn.org/vs265/kanerva09-hyperdimensional.pdf" target="_blank">http://www.rctn.org/vs265/kanerva09-hyperdimensional.pdf</a> <a href="#fnref:4" class="footnote-back-ref">↩</a></p></li> <li id="fn:5"><p>Joshi, Aditya, Johan Halseth, and Pentti Kanerva. "Language Recognition using Random Indexing." arXiv preprint arXiv:1412.7026 (2014). <a href="https://arxiv.org/abs/1412.7026" target="_blank">https://arxiv.org/abs/1412.7026</a> <a href="#fnref:5" class="footnote-back-ref">↩</a></p></li> <li id="fn:6"><p>Recchia, Gabriel, et al. "Encoding sequential information in vector space models of semantics: Comparing holographic reduced representation and random permutation." (2010): 865-870. <a href="https://cloudfront.escholarship.org/dist/prd/content/qt7wc694rn/qt7wc694rn.pdf" target="_blank">https://cloudfront.escholarship.org/dist/prd/content/qt7wc694rn/qt7wc694rn.pdf</a> <a href="#fnref:6" class="footnote-back-ref">↩</a></p></li> <li id="fn:7"><p>Qasemi Zadeh, Behrang & Handschuh, Siegrfied. (2014) Random Manhattan Indexing, In Proceedings of the 25th International Workshop on Database and Expert Systems Applications. <a href="http://aran.library.nuigalway.ie/xmlui/bitstream/handle/10379/4389/tir-rmi.pdf?sequence=1" target="_blank">http://aran.library.nuigalway.ie/xmlui/bitstream/handle/10379/4389/tir-rmi.pdf?sequence=1</a> <a href="#fnref:7" class="footnote-back-ref">↩</a></p></li> <li id="fn:8"><p>Johnson, W. and Lindenstrauss, J. (1984) Extensions of Lipschitz mappings into a Hilbert space, in Contemporary Mathematics. American Mathematical Society, vol. 26, pp. 189–206. <a href="https://www.researchgate.net/profile/William_Johnson16/publication/235008656_Extensions_of_Lipschitz_maps_into_a_Hilbert_space/links/55e9abf908aeb65162649527.pdf" target="_blank">https://www.researchgate.net/profile/William_Johnson16/publication/235008656_Extensions_of_Lipschitz_maps_into_a_Hilbert_space/links/55e9abf908aeb65162649527.pdf</a> <a href="#fnref:8" class="footnote-back-ref">↩</a></p></li> <li id="fn:9"><p>Geva, S. & De Vries, C.M. (2011) TopSig: Topology Preserving Document Signatures, In Proceedings of Conference on Information and Knowledge Management 2011, 24–28 October 2011, Glasgow, Scotland. <a href="http://eprints.qut.edu.au/43451/" target="_blank">http://eprints.qut.edu.au/43451/</a> <a href="#fnref:9" class="footnote-back-ref">↩</a></p></li> <li id="fn:10"><p>Qasemi Zadeh, Behrang. & Handschuh, Siegfried. (2014) random Manhattan integer indexing: Incremental L1 Normed Vector Space Construction, In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 1713–1723, October 25–29, 2014, Doha, Qatar. <a href="http://emnlp2014.org/papers/pdf/EMNLP2014178.pdf" target="_blank">http://emnlp2014.org/papers/pdf/EMNLP2014178.pdf</a> <a href="#fnref:10" class="footnote-back-ref">↩</a></p></li> <li id="fn:11"><p>Cohen T., Schvaneveldt Roger & Widdows Dominic (2009) Reflective Random Indexing and indirect inference: a scalable method for discovery of implicit connections, Journal of Biomedical Informatics, 43(2):240-56. <a href="/wiki/Roger_W._Schvaneveldt" target="_blank">/wiki/Roger_W._Schvaneveldt</a> <a href="#fnref:11" class="footnote-back-ref">↩</a></p></li> </ol>