Welcome
to Di Yang’s Home Page
office:
Fuller Lab, 319.
I am currently a phd student of Computer
Science Department at WPI. I started my study at WPI since 2005 and got my Master Degree in
Computer Science on 2007. I expect to finish my phd program no later than May, 2011.
My advisors are Professor Elke
Rundersteiner and Professor Matthew Ward, and I am a member of both
Database System Research Group
and XMDV (Data visualization) Group at
WPI.
My research interest includes but not
limited to:
Algorithm Design.
Traditional/Streaming
Query Processing.
Data Mining.
Data Visualization.
Knowledge
Management System.
I have been working on a
broad range of research projects, involving both system development and writing
research papers, which you can find the details in my resume.
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Publications:
Journal Papers
Di
Yang, Elke. A. Rundensteiner and M. O.
Ward, Multiple Query Optimization for Neighbor-Based
Pattern Mining Requests over Data Streams. TODS. Submitted.
Di Yang, Elke.
A. Rundensteiner and M. O. Ward, Mining
Neighbor-Based Patterns from Streaming Data. DKE.
Submitted.
Matthew O. Ward, Zaixian
Xie, Di Yang,
Elke A. Rundensteiner. “Quality-Aware Visual Data Analysis” Computational Statistics.
Submitted.
Di.
Yang, Z. Xie, Elke. A. Rundensteiner
and Matthew O. Ward, "Managing Discoveries in
The Visual Analytics Process", ACM SIGKDD
Explorations special issue on visual analytics,
Volume 9, Issue 2, Page 22-30, Dec. 2007
Conference Papers
Di Yang, Avani Shastri, Elke A. Rundensteiner, Matthew O.
Ward. “An Optimal Strategy for Monitoring Top-k Queries in
Streaming Windows”. EDBT, 2011, Submitted.
Di Yang, Zhenyu Guo, Elke
A. Rundensteiner, Matthew O. Ward. “A Unified Framework
Supporting Interactive Exploration of Density-Based Clusters In
Streaming Windows”. ICDM, 2011, Submitted.
Di Yang, Zhenyu
Guo, Zaixian Xie, Elke A. Rundensteiner,
Matthew O. Ward. “Interactive
Visual Exploration of Neighbor-Based Patters in Data Stream”, SIMGOD
demonstration paper, 2010, to be appear.
Di Yang, Elke A. Rundensteiner,
Matthew O. Ward. “A Shared Execution
Strategy for Multiple Pattern Mining Requests over Streaming Data”. VLDB,
2009, Page 874-885, Lyon, France.
Di
Yang, Elke A. Rundensteiner,
Matthew O. Ward. “Neighbor-Based
Pattern Detection for Windows Over Streaming Data”.
EDBT, 2009, Page 517-528, Saint-Pittsburg,
Russia.
Di Yang, Elke A. Rundensteiner, Matthew O. Ward, "Nugget Discovery in
Visual Exploration Environments by Query Consolidation", ACM CIKM
2007, Page 603-612, -
Di
Yang, Elke A. Rundensteiner,
Matthew O. Ward, "Analysis
Guided Visual Exploration to Multivariate Data", IEEE Symposium on
Visual Analytics Science and Technology, October 2007, Page 83-90.
Elke Rundensteiner, Matthew Ward, Zaixian Xie, Qingguang Cui, Charudatta Wad, Di Yang, Shiping Huang, "XmdvTool^Q: Quality-Aware Interactive Data Exploration
", ACM SIGMOD CONFERENCE 2007, demonstration paper, pp 1109-1112, June 2007, Beijing, China. My non-professional interest includes;