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Research.html
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<!DOCTYPE html>
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<meta charset=utf-8 />
<title>Research</title>
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<img id="ankur-pp" src="ankur_pp.jpg" alt="Ankur Teredesai, Ph.D" />
<div class="sidebar-content">
<div id="about-me-sidebar-text">
<strong>Ankur M. Teredesai, Ph.D.</strong><br />
Professor<br />
Graduate Program Coordinator<br />
Computer Science & Systems<br />
Institute of Technology<br />
<a href="http://www.tacoma.uw.edu/">University of Washington Tacoma</a><br /><br />
Director:<br />
<a href="http://cwds.uw.edu/">Center for Data Science</a><br />
<a href="http://www.uw.edu/">University of Washington</a><br /><br />
Information Officer:<br />
<a href="http://www.kdd.org/">ACM SIGKDD</a><br /><br />
<hr>
<br /><strong>Contact Information:</strong><br />
Email: ankurt AT uw dot edu<br />
Office: <a href="http://www.tacoma.uw.edu/campus-map/tioga-library-building">TLB 307C</a><br />
Phone: 253-692-4806<br /><br />
<strong>Mailing Address:</strong><br />
Box 358426, 1900 Commerce St,<br />
Tacoma, WA 98402<br />
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<div id="home-link" class="menu-item"><a href="Ankur_Teredesai.html">Home</a></div>
<div class="menu-item"><a href="Research.html">Research</a></div>
<div class="menu-item"><a href="Publications.html">Publications</a></div>
<div class="menu-item"><a href="Grants_and_Awards.html">Grants and Awards</a></div>
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<h1>Research</h1>
<h2>Big Data Machine Learning:</h2>
<p>I am interested in scalable efficient distributed machine learning algorithms. Currently I am working on machine learning algorithms particularly for soft computing and for discretization on hadoop/spark cloud based infrastructures.</p>
<h2>Bio and Healthcare Informatics:</h2>
<p>Transformational Health Care is possible if clinical and fiscal decisions can be supported by a confluence of data, machine learning, and cloud computing. Our group at the Center for Data Science works on a variety of initiatives in <a href="http://cwds.uw.edu/health">healthcare analytics</a>.</p>
<h2>Computer Vision and Pattern Recognition:</h2>
<p>My early training was in using CV and PR techniques for handwriting recognition and novelty detection in streams. I continue to be active in these areas and contribute to efforts in video stream analytics. Recent efforts include distributed algorithms for scalable object tracking, obstacle avoidance for low-powered drones, a flying hadoop cluster, and dietary and volumetric visual analysis of food.</p>
<h2>Databases, Streams and Geospatial Research:</h2>
<p>I am an active member of the <a href="www.sigspatial.org">ACM SIGSPATIAL</a> community, interested in topics at the intersection of machine learning and spatial databases. Recent efforts include organizing the first ACM SIGSPATIAL Cup on Map-Matching and working on various problems in spatial query processing and routing systems. </p>
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