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Yuni Xia
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2020 – today
- 2023
- [c36]Chu-An Tsai
, Haiqi Zhu
, Haochen Su
, Yuni Xia
, Shiaofen Fang
:
Classification and Prediction on Cardiovascular disease datasets. ICCDE 2023: 15-21 - [c35]Aashika Varadharajan
, Aishwarya Deshpande
, Yuni Xia
, Shiaofen Fang
:
Efficient Face Generation and Clustering Using Generative Adversarial Networks. ICCDE 2023: 29-33 - [c34]Yuni Xia
, Shiaofen Fang
, Kathy E. Johnson
:
An Exploration into Adaptive Teaching of Discrete Mathematics for Computer Science Undergraduate Students. SIGCSE (2) 2023: 1291
2010 – 2019
- 2017
- [j15]Suranga Nath Kasthurirathne, Brian E. Dixon
, Judy Gichoya
, Huiping Xu, Yuni Xia, Burke W. Mamlin, Shaun J. Grannis
:
Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data. J. Biomed. Informatics 69: 160-176 (2017) - [j14]Jiaqi Ge, Yuni Xia, Jian Wang, Chandima Hewa Nadungodage, Sunil Prabhakar:
Sequential pattern mining in databases with temporal uncertainty. Knowl. Inf. Syst. 51(3): 821-850 (2017) - [j13]Chandima Hewa Nadungodage
, Yuni Xia, John Jaehwan Lee
:
A GPU-oriented online recommendation algorithm for efficient processing of time-varying continuous data streams. Knowl. Inf. Syst. 53(3): 637-670 (2017) - [r2]Sunil Prabhakar, Dmitri V. Kalashnikov, Yuni Xia:
Indexing, Query and Velocity-Constrained. Encyclopedia of GIS 2017: 992-999 - 2016
- [j12]Suranga Nath Kasthurirathne, Brian E. Dixon
, Judy Gichoya
, Huiping Xu, Yuni Xia, Burke W. Mamlin, Shaun J. Grannis
:
Toward better public health reporting using existing off the shelf approaches: A comparison of alternative cancer detection approaches using plaintext medical data and non-dictionary based feature selection. J. Biomed. Informatics 60: 145-152 (2016) - [c33]Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee
:
GStreamMiner: A GPU-accelerated Data Stream Mining Framework. CIKM 2016: 2489-2492 - [c32]Shenhui Jiang, Shiaofen Fang, Sam Bloomquist, Jeremy Keiper, Mathew J. Palakal, Yuni Xia, Shaun J. Grannis:
Healthcare Data Visualization: Geospatial and Temporal Integration. VISIGRAPP (2: IVAPP) 2016: 214-221 - [c31]Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee
:
GPU-Accelerated Outlier Detection for Continuous Data Streams. IPDPS 2016: 1133-1142 - [c30]Jiaqi Ge, Yuni Xia:
Distributed Sequential Pattern Mining in Large Scale Uncertain Databases. PAKDD (2) 2016: 17-29 - 2015
- [j11]Anand Kumar, Vladimir Grupcev, Meryem Berrada, Joseph C. Fogarty, Yi-Cheng Tu, Xingquan Zhu
, Sagar A. Pandit, Yuni Xia:
DCMS: A data analytics and management system for molecular simulation. J. Big Data 2: 9 (2015) - [c29]Jiaqi Ge, Yuni Xia, Jian Wang:
Mining Uncertain Sequential Patterns in Iterative MapReduce. PAKDD (2) 2015: 243-254 - [c28]Jiaqi Ge, Yuni Xia, Jian Wang:
Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases. PAKDD (2) 2015: 268-279 - 2014
- [j10]Chandima Hewa Nadungodage, Yuni Xia, Pranav Vaidya, Yu Chen, Jaehwan John Lee
:
Online multi-dimensional regression analysis on concept-drifting data streams. Int. J. Data Min. Model. Manag. 6(3): 217-238 (2014) - [c27]Jeremy Keiper, Shiaofen Fang, Mathew Palakal, Yuni Xia, Sam Bloomquist, Shaun J. Grannis, Weizhi Li, Thanh M. Nguyen, Anand Krishnan:
Demonstrating A Public Health Terrain Data Visualization System. AMIA 2014 - [c26]Jiaqi Ge, Yuni Xia, Jian Wang:
A naïve Bayesian classifier in categorical uncertain data streams. DSAA 2014: 392-398 - 2013
- [j9]Chandima H. Nadungodage, Yuni Xia, Jaehwan John Lee
, Yi-Cheng Tu:
Hyper-structure mining of frequent patterns in uncertain data streams. Knowl. Inf. Syst. 37(1): 219-244 (2013) - [c25]Chandima Hewa Nadungodage, Yuni Xia, Jaehwan John Lee
, Myungcheol Lee
, Choon Seo Park:
GPU accelerated item-based collaborative filtering for big-data applications. IEEE BigData 2013: 175-180 - [c24]Brian E. Dixon
, Marc B. Rosenman, Yuni Xia, Shaun J. Grannis:
A Vision for the Systematic Monitoring and Improvement of the Quality of Electronic Health Data. MedInfo 2013: 884-888 - 2011
- [j8]Omkar J. Tilak, Andrew Hoblitzell, Snehasis Mukhopadhyay, Qian You, Shiaofen Fang, Yuni Xia, Joseph Bidwell:
Multilevel text mining for bone biology. Concurr. Comput. Pract. Exp. 23(17): 2355-2364 (2011) - [j7]Biao Qin, Yuni Xia, Sunil Prabhakar:
Rule induction for uncertain data. Knowl. Inf. Syst. 29(1): 103-130 (2011) - [j6]Biao Qin, Yuni Xia, Shan Wang, Xiaoyong Du:
A novel Bayesian classification for uncertain data. Knowl. Based Syst. 24(8): 1151-1158 (2011) - [j5]Shaoping Chen, Yi-Cheng Tu, Yuni Xia:
Performance analysis of a dual-tree algorithm for computing spatial distance histograms. VLDB J. 20(4): 471-494 (2011) - [c23]Sandeep Raghuram, Yuni Xia, Jiaqi Ge, Mathew Palakal, Josette F. Jones, Dave Pecenka, Eric Tinsley, Jean Bandos, Jerry Geesaman:
AutoBayesian: Developing Bayesian Networks Based on Text Mining. DASFAA (2) 2011: 450-453 - [c22]Biao Qin, Yuni Xia, Rakesh Sathyesh, Jiaqi Ge, Sunil Prabhakar:
Classify Uncertain Data with Decision Tree. DASFAA (2) 2011: 454-457 - [c21]Chandima H. Nadungodage, Yuni Xia, Fang Li, Jaehwan John Lee
, Jiaqi Ge:
StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams. DASFAA (2) 2011: 458-461 - 2010
- [c20]Jiaqi Ge, Yuni Xia, Yicheng Tu:
A Discretization Algorithm for Uncertain Data. DEXA (2) 2010: 485-499 - [c19]Pranav Vaidya, Yu Chen, Jaehwan John Lee, Chandima H. Nadungodage, Yuni Xia:
A General Purpose FPGA Data Filter for Data Stream Processing. ERSA 2010: 247-250 - [c18]Andrew Hoblitzell, Snehasis Mukhopadhyay, Qian You, Shiaofen Fang, Yuni Xia, Joseph Bidwell:
Text mining for bone biology. HPDC 2010: 522-530 - [c17]Biao Qin, Yuni Xia, Rakesh Sathyesh, Sunil Prabhakar, Yicheng Tu:
uRule: A Rule-Based Classification System for Uncertain Data. ICDM Workshops 2010: 1415-1418 - [c16]Jiaqi Ge, Yuni Xia, Chandima H. Nadungodage:
UNN: A Neural Network for Uncertain Data Classification. PAKDD (1) 2010: 449-460 - [c15]Biao Qin, Yuni Xia, Fang Li:
A Bayesian classifier for uncertain data. SAC 2010: 1010-1014 - [c14]Pranav Vaidya, Jaehwan John Lee
, Francis Bowen, Yingzi Du, Chandima H. Nadungodage, Yuni Xia:
Symbiote: a reconfigurable logic assisted data streammanagement system (RLADSMS). SIGMOD Conference 2010: 1147-1150
2000 – 2009
- 2009
- [c13]Biao Qin, Yuni Xia, Sunil Prabhakar, Yi-Cheng Tu:
A Rule-Based Classification Algorithm for Uncertain Data. ICDE 2009: 1633-1640 - [c12]Sandeep Raghuram, Yuni Xia, Mathew Palakal, Josette F. Jones, Dave Pecenka, Eric Tinsley, Jean Bandos, Jerry Geesaman:
Bridging Text Mining and Bayesian Networks. NBiS 2009: 298-303 - [c11]Biao Qin, Yuni Xia, Fang Li:
DTU: A Decision Tree for Uncertain Data. PAKDD 2009: 4-15 - 2008
- [j4]Biao Qin, Yuni Xia:
Generating efficient safe query plans for probabilistic databases. Data Knowl. Eng. 67(3): 485-503 (2008) - [j3]Yuni Xia, Reynold Cheng
, Sunil Prabhakar, Shan Lei, Rahul Shah:
Indexing continuously changing data with mean-variance tree. Int. J. High Perform. Comput. Netw. 5(4): 263-272 (2008) - [c10]Andrew Campen, Yuni Xia, Dan Rigsby, Ying Guo, Xingdong Feng, Eric W. Su, Mathew Palakal, Shuyu Li:
Mining Gene Expression Database for Primary Human Disease Tissues. ICDE 2008: 1604-1607 - [r1]Sunil Prabhakar, Dmitri V. Kalashnikov, Yuni Xia:
Indexing, Query and Velocity-Constrained. Encyclopedia of GIS 2008: 518-523 - 2007
- [j2]Li Xiong
, Yuni Xia:
Report on ACM Workshop on Health Information and Knowledge Management (HIKM 2006). SIGMOD Rec. 36(2): 39-42 (2007) - [c9]Yuni Xia, Bowei Xi:
Conceptual Clustering Categorical Data with Uncertainty. ICTAI (1) 2007: 329-336 - 2006
- [c8]Reynold Cheng
, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter
, Yuni Xia:
Efficient join processing over uncertain data. CIKM 2006: 738-747 - [e1]Li Xiong, Yuni Xia:
Proceedings of the International Workshop on Healthcare Information and Knowledge Management, HIKM 2006, Arlington, Virginia, USA, November 11, 2006. ACM 2006, ISBN 1-59593-528-2 [contents] - 2005
- [b1]Yuni Xia:
Efficient indexing techniques for the update intensive environment. Purdue University, USA, 2005 - [c7]Yuni Xia, Sunil Prabhakar, Jianzhong Sun, Shan Lei:
Indexing and Querying Constantly Evolving Data Using Time Series Analysis. DASFAA 2005: 637-648 - [c6]Yi-Cheng Tu, Mohamed Hefeeda, Yuni Xia, Sunil Prabhakar, Song Liu:
Control-Based Quality Adaptation in Data Stream Management Systems. DEXA 2005: 746-755 - [c5]Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah:
Change Tolerant Indexing for Constantly Evolving Data. ICDE 2005: 391-402 - [c4]Yuni Xia, Sunil Prabhakar, Shan Lei, Reynold Cheng, Rahul Shah:
Indexing continuously changing data with mean-variance tree. SAC 2005: 1125-1132 - 2004
- [c3]Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter
:
Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data. VLDB 2004: 876-887 - 2003
- [c2]Yuni Xia, Sunil Prabhakar:
Q+Rtree: Efficient Indexing for Moving Object Database. DASFAA 2003: 175-182 - [c1]Yuni Xia, Sunil Prabhakar:
Efficient CNG Indexing in Location-Aware Sevices. ICDCS Workshops 2003: 414-419 - 2002
- [j1]Sunil Prabhakar, Yuni Xia, Dmitri V. Kalashnikov, Walid G. Aref, Susanne E. Hambrusch:
Query Indexing and Velocity Constrained Indexing: Scalable Techniques for Continuous Queries on Moving Objects. IEEE Trans. Computers 51(10): 1124-1140 (2002)
Coauthor Index
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