<!DOCTYPE html> <html> <head> <meta charset="utf-8" /> <meta name="author" content="Brandon Rozek"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <meta name="robots" content="noindex" /> <title>Brandon Rozek</title> <link rel="stylesheet" href="themes/bitsandpieces/styles/main.css" type="text/css" /> <link rel="stylesheet" href="themes/bitsandpieces/styles/highlightjs-github.css" type="text/css" /> </head> <body> <aside class="main-nav"> <nav> <ul> <li class="menuitem "> <a href="index.html%3Findex.html" data-shortcut=""> Home </a> </li> <li class="menuitem "> <a href="index.html%3Fcourses.html" data-shortcut=""> Courses </a> </li> <li class="menuitem "> <a href="index.html%3Flabaide.html" data-shortcut=""> Lab Aide </a> </li> <li class="menuitem "> <a href="index.html%3Fpresentations.html" data-shortcut=""> Presentations </a> </li> <li class="menuitem "> <a href="index.html%3Fresearch.html" data-shortcut=""> Research </a> </li> <li class="menuitem "> <a href="index.html%3Ftranscript.html" data-shortcut=""> Transcript </a> </li> </ul> </nav> </aside> <main class="main-content"> <article class="article"> <h1>Lecture Notes for Cluster Analysis</h1> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec1.html">Lecture 1: Measures of Similarity</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec2-1.html">Lecture 2.1: Distance Measures Reasoning</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec2-2.html">Lecture 2.2: Principle Component Analysis Pt. 1</a></p> <p>Lecture 3: Discussion of Dataset</p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec4.html">Lecture 4: Principal Component Analysis Pt. 2</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec4-2.html">Lecture 4.2: Revisiting Measures</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec4-3.html">Lecture 4.3: Cluster Tendency</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec5.html">Lecture 5: Introduction to Connectivity Based Models</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec6.html">Lecture 6: Agglomerative Methods</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec7.html">Lecture 7: Divisive Methods Part 1: Monothetic</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec8.html">Lecture 8: Divisive Methods Part 2: Polythetic</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec9-1.html">Lecture 9.1: CURE and TSNE</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec9-2.html">Lecture 9.2: Cluster Validation Part I</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec10-1.html">Lecture 10.1: Silhouette Coefficient</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec10-2.html">Lecture 10.2: Centroid-Based Clustering</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec10-3.html">Lecture 10.3: Voronoi Diagrams</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec11-1.html">Lecture 11.1: K-means++</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec11-2.html">Lecture 11.2: K-medoids</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec11-3.html">Lecture 11.3: K-medians</a></p> <p><a href="index.html%3Fresearch%252FClusterAnalysis%252Fnotes%252Flec12.html">Lecture 12: Introduction to Density Based Clustering</a></p> </article> </main> <script src="themes/bitsandpieces/scripts/highlight.js"></script> <script src="themes/bitsandpieces/scripts/mousetrap.min.js"></script> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ tex2jax: { inlineMath: [ ['$','$'], ["\\(","\\)"] ], processEscapes: true } }); </script> <script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"> </script> <script> hljs.initHighlightingOnLoad(); document.querySelectorAll('.menuitem a').forEach(function(el) { if (el.getAttribute('data-shortcut').length > 0) { Mousetrap.bind(el.getAttribute('data-shortcut'), function() { location.assign(el.getAttribute('href')); }); } }); </script> </body> </html>