Sammon mapping

<h2 id="see-also">See also</h2>
<ul><li><a href="/facts/Prefrontal_cortex_basal_ganglia_working_memory/3MyqvJoP">Prefrontal cortex basal ganglia working memory</a></li>
<li><a href="/facts/State%E2%80%93action%E2%80%93reward%E2%80%93state%E2%80%93action/kmv4vSKG">State–action–reward–state–action</a></li>
<li><a href="/facts/Constructing_skill_trees/kpNCrsQF">Constructing skill trees</a></li></ul>

<h2 id="external-links">External links</h2>
<ul><li><a href="http://hisee.sourceforge.net/">HiSee – an open-source visualizer for high dimensional data</a></li>
<li><a href="http://www.codeproject.com/KB/recipes/SammonProjection.aspx">A C# based program with code on CodeProject</a>.</li>
<li><a href="http://theoval.cmp.uea.ac.uk/~gcc/matlab/default.html#sammon">Matlab code and method introduction</a></li></ul>

<h2 id="references">References</h2>

<ol>
<li id="fn:1"><p>Jeevanandam, Nivash (2021-09-13). "Underrated But Fascinating ML Concepts #5 – CST, PBWM, SARSA, & Sammon Mapping". Analytics India Magazine. Retrieved 2021-12-05. <a href="https://analyticsindiamag.com/underrated-but-fascinating-ml-concepts-5-cst-pbwm-sarsa-sammon-mapping/" target="_blank">https://analyticsindiamag.com/underrated-but-fascinating-ml-concepts-5-cst-pbwm-sarsa-sammon-mapping/</a> <a href="#fnref:1" class="footnote-back-ref">↩</a></p></li>
<li id="fn:2"><p>Sammon JW (1969). "A nonlinear mapping for data structure analysis" (PDF). IEEE Transactions on Computers. 18 (5): 401, 402 (missing in PDF), 403–409. doi:10.1109/t-c.1969.222678. S2CID 43151050. <a href="http://theoval.cmp.uea.ac.uk/~gcc/matlab/sammon/sammon.pdf" target="_blank">http://theoval.cmp.uea.ac.uk/~gcc/matlab/sammon/sammon.pdf</a> <a href="#fnref:2" class="footnote-back-ref">↩</a></p></li>
<li id="fn:3"><p>Lerner, B; Hugo Guterman, Mayer Aladjem, Itshak Dinsteint, Yitzhak Romem (1998). "On pattern classification with Sammon's nonlinear mapping an experimental study". Pattern Recognition. 31 (4): 371–381. Bibcode:1998PatRe..31..371L. doi:10.1016/S0031-3203(97)00064-2.{{cite journal}}:  CS1 maint: multiple names: authors list (link) <a href="/wiki/Bibcode_(identifier)" target="_blank">/wiki/Bibcode_(identifier)</a> <a href="#fnref:3" class="footnote-back-ref">↩</a></p></li>
<li id="fn:4"><p>Lerner, B; H. Guterman, M. Aladjem and I. Dinstein (2000). "On the Initialisation of Sammon's Nonlinear Mapping". Pattern Analysis and Applications. 3 (2): 61–68. CiteSeerX 10.1.1.579.8935. doi:10.1007/s100440050006. S2CID 2055054.{{cite journal}}:  CS1 maint: multiple names: authors list (link) <a href="/wiki/CiteSeerX_(identifier)" target="_blank">/wiki/CiteSeerX_(identifier)</a> <a href="#fnref:4" class="footnote-back-ref">↩</a></p></li>
<li id="fn:5"><p>J. Sun, M. Crowe, C. Fyfe (May 2011). "Extending metric multidimensional scaling with Bregman divergences". Pattern Recognition. 44 (5): 1137–1154. Bibcode:2011PatRe..44.1137S. doi:10.1016/j.patcog.2010.11.013.{{cite journal}}:  CS1 maint: multiple names: authors list (link) <a href="/wiki/Bibcode_(identifier)" target="_blank">/wiki/Bibcode_(identifier)</a> <a href="#fnref:5" class="footnote-back-ref">↩</a></p></li>
<li id="fn:6"><p>J. Sun, C. Fyfe, M. Crowe (2011). "Extending Sammon mapping with Bregman divergences". Information Sciences. 187: 72–92. doi:10.1016/j.ins.2011.10.013.{{cite journal}}:  CS1 maint: multiple names: authors list (link) <a href="/wiki/Doi_(identifier)" target="_blank">/wiki/Doi_(identifier)</a> <a href="#fnref:6" class="footnote-back-ref">↩</a></p></li>
</ol>

Sammon mapping open-in-new

Sammon mapping