<story><title>Top Algorithms in Data Mining (2008) [pdf]</title><url>http://www.cs.uvm.edu/~icdm/algorithms/10Algorithms-08.pdf</url></story><parent_chain></parent_chain><comment><author>joeblau</author><text>Wow this paper is great.  Back in November, I implemented the &amp;quot;Trend or No Trend: A Novel Nonparametric Method for Classifying Time Series&amp;quot;[1] paper in node.js and then I hooked it up to Twitters API.  The algorithm was able to find trending topics pretty quickly and accurately.  Does anyone know if the source for these algorithms is implemented anywhere?&lt;p&gt;[1] - &lt;a href=&quot;http://dspace.mit.edu/bitstream/handle/1721.1/85399/870304955.pdf&quot; rel=&quot;nofollow&quot;&gt;http:&amp;#x2F;&amp;#x2F;dspace.mit.edu&amp;#x2F;bitstream&amp;#x2F;handle&amp;#x2F;1721.1&amp;#x2F;85399&amp;#x2F;87030495...&lt;/a&gt;</text></comment>
<story><title>Top Algorithms in Data Mining (2008) [pdf]</title><url>http://www.cs.uvm.edu/~icdm/algorithms/10Algorithms-08.pdf</url></story><parent_chain></parent_chain><comment><author>Anon84</author><text>This article was eventually expanded into a full fledged book with more in depth descriptions of each algorithm:&lt;p&gt;&lt;a href=&quot;http://www.crcpress.com/product/isbn/9781420089646&quot; rel=&quot;nofollow&quot;&gt;http:&amp;#x2F;&amp;#x2F;www.crcpress.com&amp;#x2F;product&amp;#x2F;isbn&amp;#x2F;9781420089646&lt;/a&gt;</text></comment>