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Xiaoyue Elaine Wang Department of
Computer Science and Engineering
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[Research | Education | Resume | Professional Activities | Publications]
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I am a 4th year Ph.D. Student in CSE Department of UCR. I have been a research assistant in UCR Data Mining Group since the summer of 2007. My advisor is Dr. Eamonn Keogh. I am broadly interested in research problems in the area of Data Mining and Information Retrieval. One of my research focus is on designing algorithms for indexing various time-series data. Applications include building classifiers on in-memory sensor data, cultural artifacts such as petroglyphs of shapes. I have also worked on several projects on mining historical manuscripts, where I designed image retrieval algorithms to index image archives such as historical images of data. My current research is being funded by the UCR Computational Anthropology Project (NSF 0803410). Resume (Top) |
2006 - Present Ph.D. Expected Spring 2010.
In Computer Science, University of California Riverside, GPA 3.9/4.0
2002 - 2006 B.S.
In Computer Science, Wuhan
University, China. GPA 89.1/100
Conference talks at JCDL'08, JCDL'09, ICTAI'08, MIPR'09.
Reviewed papers for ECML'09,EDBT'09.
“Annotating Historical Archives of Images”
Xiaoyue
Wang, Lexiang Ye, Eamonn
Keogh and Christian Shelton
International
Journal of Digital Library Systems (IJDLS)
“Finding Centuries-Old
Hyperlinks with a Novel Semi-Supervised Learning Technique”
Xiaoyue
Wang, and Eamonn Keogh
9th
ACM/IEEE-CS joint conference on Digital libraries. JCDL 2009:
pp451-452 Austin,Texas 2009.
“Augmenting historical
manuscripts with automatic hyperlinks”
Xiaoyue
Wang,
Eamonn Keogh
5th
IEEE International Workshop on Multimedia Information Processing and
Retrieval. IEEE-MIPR 2009. San Diego 2009. [PDF]
In this paper,we mean "rotation invariant Euclidean distance"
when we say "Euclidean distance".
“Augmenting the Generalized
Hough Transform to Enable the Mining of Petroglyphs”
Qiang
Zhu, Xiaoyue Wang,
Eamonn Keogh, and Sang-Hee Lee
15th
ACM SIGKDD international conference on Knowledge discovery and data
mining.KDD 2009: pp1057-1066.Paris,France 2009. [PDF]
“Autocannibalistic and
Anyspace Indexing Algorithms with Applications to Sensor Data
Mining”
Lexiang
Ye, Xiaoyue
Wang,
Eamonn Keogh and Agenor Mafra-Neto
The SIAM
International Conference on Data Mining.SDM 2009: pp
85-96.Sparks,Nevada,2009. [PDF]
“Querying and Mining of Time
Series Data: Experimental Comparison of Representations and Distance
Measures”
Hui
Ding, Goce Trajcevski, Peter Scheuermann, Xiaoyue
Wang and
Eamonn Keogh
Proceedings
of the Very Large Data Base Endowment.VLDB 2008. PVLDB 1(2):
pp1542-1552
[PDF]
“Annotating Historical Archives of Images”
Xiaoyue
Wang, Lexiang Ye, Eamonn
Keogh and Christian Shelton
8th ACM/IEEE-CS joint
conference on Digital libraries. JCDL 2008: pp 341-350. Pittsburgh
PA 2008.[PDF]
Runner-Up
for Best Student Paper Award!
“The Asymmetric Approximate
Anytime Join: A New Primitive with Applications to Data
Mining”
Lexiang
Ye, Xiaoyue Wang,
Dragomir Yankov and Eamonn Keogh
The
SIAM International Conference on Data Mining.SDM 2008:
pp363-374.Atlanda,GA,2008.[PDF]
“Real-Time Classification of
Streaming Sensor Data”
Shashwati
Kasetty, Candice Stafford, Gregory P. Walker, Xiaoyue
Wang and,
Eamonn Keogh
20th
IEEE International Conference on Tools with Artificial Intelligence.
ICTAI 2008:
pp149-156.Dayton, Ohio,2008.[PDF]
Sep/24/2009
