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<!DOCTYPE html>
<html>
<head>
<title>Yuh Jye Lee</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<link rel="stylesheet" type="text/css" href="assets/css/normalize.css">
<link rel="stylesheet" type="text/css" href="assets/css/main.css">
<link href="https://fonts.googleapis.com/css?family=Allerta|Hammersmith+One" rel="stylesheet">
</head>
<body>
<div class="container">
<section class="header">
<h1 class="text-center"><a href="#" id="name">Yuh Jye Lee</a></h1>
</section>
<nav>
<div class="menuToggle menuToggle-m">
<input type="checkbox" />
<span></span>
<span></span>
<span></span>
<ul class="menu menu-m text-center">
<li><a href="projects.html">Projects</a></li>
<li><a href="publications.html">Publications</a></li>
<li><a href="">Lab</a></li>
<li><a href="teaching.html">Teaching</a></li>
<li><a href="downloads.html">Download</a></li>
</ul>
</div>
</nav>
<ul>
<li>李育杰</li>
<li>Professor at Department of Applied Mathematic
at National Chiao Tung University</li>
<li>Office: SA 240</li>
<li>[email protected]</li>
<li><a href="assets/file/cv.pdf">Download CV</a></li>
</ul>
<h2>Research</h2>
<p>My research interests are Data Mining, Machine Learning and Mathematical Programming.
I develop the new algorithms for data mining problems such classification, clustering and regression (linear and nonlinear).
Using methodologies such as support vector machines, chunking and smoothing techniques allows us to get a very robust solution (prediction) for large datasets.
I also apply these methods to solve many real world problems.
An important aspect of my research is the use of data mining techniques in breast cancer prognosis.</p>
<p>My areas of research include:</p>
<ul>
<li>Supervised and unsupervised learning</li>
<li>Multicategory learning</li>
<li>Support vector machines</li>
<li>Smooth technique for SVM</li>
<li>Large-scale nonlinear SVM</li>
<li>Medical application: Breast cancer prognosis</li>
</ul>
<h2>CV</h2>
<h3 class="underline">Professional info</h3>
<h4>Professor</h4>
<p class="cv-sub-info">February 2013 - present</p>
<p>Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan</p>
<h4>Principal Investigator</h4>
<p class="cv-sub-info">March 2012 - present</p>
<p>Intel-NTU Connected Context Computing Center, National Taiwan University, Taiwan</p>
<h3 class="underline">Previous work experience</h3>
<h4>Assistant Professor</h4>
<p class="cv-sub-info">August 2007 – January 2013</p>
<p>Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan</p>
<h4>Assistant Professor</h4>
<p class="cv-sub-info">August 2002 – July 2007</p>
<p>Dept. of Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan</p>
<h4>Assistant Professor</h4>
<p class="cv-sub-info">August 2001 – July 2002</p>
<p>Dept. of Computer Science and Information Engineering, National Chung Cheng University, Taiwan</p>
<h4>Adjunct Assistant Professor</h4>
<p class="cv-sub-info">August 2005– July 2006</p>
<p>Dept. of Applied Mathematics Providence University, Taiwan</p>
<h4>Research Assistant</h4>
<p class="cv-sub-info">1998 – 2001</p>
<p>Dept. of Computer Sciences, University of Wisconsin at Madison, USA</p>
<h4>Teaching Assistant</h4>
<p class="cv-sub-info">1996 – 2001</p>
<p>Dept. of Computer Sciences, University of Wisconsin at Madison, USA</p>
<h3 class="underline">Education</h3>
<p class="cv-sub-info">1995-2001</p>
<p>Ph.D. in Computer Sciences, University of Wisconsin at Madison, U.S.A.</p>
<p class="cv-sub-info">1990-1992</p>
<p>M.Sc. in Applied Mathematics, National Tsing Hua University, Taiwan</p>
<p class="cv-sub-info">1986-1990</p>
<p>B.Sc. in Applied Mathematics, Chinese Culture University, Taiwan</p>
<h3 class="underline">Honours and Awards</h3>
<p class="cv-sub-info">2010 ELSEVIER</p>
<p>2005 2010 Top Cited Paper Award</p>
<p class="cv-sub-info">2010 NTUST </p>
<p>Excellent Research Award</p>
<p class="cv-sub-info">2009 NTUST</p>
<p>Excellent Research Award</p>
<p class="cv-sub-info">2008 NTUST</p>
<p>Outstanding Teaching Award</p>
<p class="cv-sub-info">2007 NTUST</p>
<p>Excellent Teaching Award</p>
<p class="cv-sub-info">2006 NTUST</p>
<p>Excellent Teaching Award</p>
</div>
</body>
</html>
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