Contact Information
Yuni Xia
Computer and Information Science Department
723 W. Michigan St, SL280
Indianapolis, IN 46202, U.S.A.
Web: www.cs.iupui.edu/~yxia
Phone: (317) 274-9738
Fax: (317) 274-9742
Email :
Bio
I am an Assistant Professor in the
Computer and Information Science Department at Indiana University -
Purdue University Indianapolis. I received my B.S. in Computer Science
from Huazhong University of Science and Technology in China in 1996,
and my MS and PhD in Computer Science from Purdue University in 2002
and 2005. I had worked as a research intern in IBM T.J. Watson Research
Center, and joined IUPUI faculty in 2005.
Research Interests
Data Mining: Uncertain Data
Mining, Data Stream Mining
Databases: Constant Evolving
Data Management, Sensor and Moving Object Databases, Data Uncertainty
Management
Bioinformatics: Microarray
Data Mining
Peer Reviewed Publications
Journal Articles
- Yuni Xia, Andrew Campen, Dan Rigsby, Ying Guo, Xingdong Feng,
Eric Su, Mathew Palakal, Shuyu Li, "DGEM - a Microarray Gene Expression
Database for Primary Human Disease Tissues", Molecular Diagnosis and
Therapy, Issue 3, 2007.
- Yuni Xia, Sunil Prabhakar, Shan Lei, Reynold Cheng and Rahul
Shah, "Efficient Indexing for the Update Intensive Environment",
accepted to appear in the International Journal of High Performance
Computing and Networking, Inderscience Publishers.
- Sunil Prabhakar, Yuni Xia, Dmitri Kalashnikov, Walid Aref,
Susanne Hambrusch, "Query Indexing and Velocity Constrained Indexing:
Scalable Techniques for Continuous Queries on Moving Objects", IEEE
Transactions on Computers, Vol.51, No.10, pp.1124 - 1140, 2002
Conference Proceeding Articles
- Andrew Campen, Yuni Xia, Dan Rigsby, Ying Guo, Xingdong Feng,
Eric Su, Mathew Palakal and Shuyu Li, "Mining Gene Expression Database
for Primary Human Disease Tissues", Demo, the IEEE 24th International
Conference on Date Engineering(ICDE), 2008
- Yuni Xia, Bowei Xi, "Conceptual Clustering Categorical Data with
Uncertainty", the IEEE 19th International Conference on Tools with
Artificial Intelligence (ICTAI), Patras, Greece, 2007 (Acceptance Rate:
28%)
- Yuni Xia, Yicheng Tu, Mikhail Atallah, Sunil Prabhakar, "Reducing
Data Redundancy in Location-based Services", the International
Conference on Geosensor Networks (GeoSensor 2006), pp. 30-35, Boston,
USA, 2006
- Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah,
Jeffrey Scott Vitter, Yuni Xia, "Efficient Join Processing over
Uncertain Data", the ACM 15th Conference on Information and Knowledge
Management (ACM CIKM 2006), pp. 738-747, Arlington, USA, 2006
(Acceptance Rate: 15%)
- Yicheng Tu, Mohamed Hefeeda, Yuni Xia, Sunil Prabhakar, Song Liu,
Control-Based Quality Adaptation in Data Stream Management Systems",
the International Conference of Database and Expert Systems
Applications (DEXA), pp.746 - 755, Copenhagen, Denmark, 2005
(Acceptance Rate: 23%)
- Yuni Xia, Sunil Prabhakar, Shan Lei, Reynold Cheng, Rahul Shah,
Indexing Continuously Changing Data with Mean Variance Tree", the 20th
ACM Symposium on Applied Computing (SAC), pp. 1125 - 1132, Santa Fe,
New Mexico, USA, 2005 (Acceptance Rate: 30%)
- Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Change
Tolerant Indexing for Constantly Evolving Data", the International
Conference on Data Engineering (ICDE), pp. 391-402, Tokoyo, Japan, 2005
(Acceptance Rate: 13%)
- Yuni Xia, Sunil Prabhakar, Jiangzhong Sun, Shan Lei, Indexing and
Query Constantly Evolving Data Using Time Series Analysis", the 10th
International Conference on Database Systems for Advanced Applications
(DASFAA), pp.637-648, Beijing, China 2005 (Acceptance Rate: 22%)
- Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Jeffery
Scott Vitter, Efficient Indexing Methods for Probabilistic Threshold
Queries over Uncertain Data", the 30th International Conference of Very
Large Database (VLDB), pp.876 - 887, Toronto, Canada, 2004 (Acceptance
Rate: 16%)
- Yuni Xia, Sunil Prabhakar, Efficient VNG Indexing in
Location-aware Services", the International Workshop on Mobile and
Distributed Computing (MDC), pp.414 - 419, Providence, Rhode Island,
USA, 2003
- Yuni Xia, Sunil Prabhakar, Q+Rtree: Efficient Indexing for Moving
Object Databases", the 8th International Conference on Database Systems
for Advanced Applications (DASFAA), pp.175 - 182, Kyoto, Japan, 2003
(Acceptance Rate: 25%)
Book Chapters
- Yuni Xia, Jonathon Munson, David Wood, Alan Cole, Location-based
Service System (LBS) Analysis and Design'', accepted to appear in the
Handbook of Research on Modern Systems Analysis and Design Technologies
and Applications.
- Meeta Pradhan and Yuni Xia, Bioterrorism and Biosecurity ",
accepted to appear in the Handbook of Research on Information Security
and Assurance.
- Sunil Prabhakar, Dmitri V. Kalashnikov, and Yuni Xia, "Query
Indexing and Velocity Constrained Indexing", to appear in Encyclopedia
of GIS, Springer Science
Teaching
Please log into
Oncourse for lecture
notes, readings, assignments, projects, etc.
CSCI590: Data Mining, Fall 2006,
Fall 2008
CSCI441: Client Server Databases,
Spring 2007
CSCI481: Data Mining,Spring 2006
CSCI541: Database Management Systems, Spring 2006, Spring2007, Spring
2008
CSCI590: Advanced Database Systems, Fall 2005
Profession Services
Program Committee:
The IEEE 21st International
Conference on Advanced Information Networking and Applications (AINA),
2007
The IEEE/ACS 5th
International Conference on Computer Systems and Applications (AICCSA),
2007
The Third International
Conference on Intelligent Environments(IE), 2007
The IEEE International
Workshop on Information Fusion and Dissemination in Wireless Sensor
Networks(SensorFusion), 2007
The International Workshop
on Knowledge Management and Discovery for Ubiquitous and Pervasive
Applications (KUPA), 2007
Journal Review:
IEEE Transaction on Knowledge and
Data Engineering
The International Journal of
Telemedicine and Application
The Information Fusion
Journal
The International Journal of
Data Mining and Bioinformatics
The Electronics and
Telecommunication Research Institute Journal
The International Journal of
Computer Science and Technology
The Journal of Ubiquitous
Computing and Intelligence
Panelist:
Panelist, National Science
Foundation, CISE, 2007
Program Co-Chair:
The ACM workshop on Health
Information and Knowledge Management (HIKM) 2006
Awards
TechPoint MIRA Award,
with Purdue University Knowledge Projection Team, 2005
Leading
Light Award / Ice Miller Graduate Student Scholarship, 2004
IBM Research Grace
Hopper /Anita Borg Scholarship, 2004
Microsoft/Purdue
Computer Science Travel Award, 2004.
Data Management for
Sensor Networks (DMSN) Workshop Travel Award, 2004.
Purdue Women in
Science Program Travel Award, 2003, 2004.
Purdue Graduate
Student Government Travel Award, 2003.
Excellent Graduate
Student Scholarship, Huazhong Univ. of Science and Technology, 1998
Outstanding Graduate
Award, Huazhong University of Science and Technology, 1996