25 Publications
2017
A GPU-oriented online recommendation algorithm for efficient processing of time-varying continuous data streams
Hewanadungodage, ChandimaHewaNadungodage, ChandimaHewaNadungodage, ChandimaXia, YuniXia, YuniXia, YuniLee, JohnLee, John and Lee, John
Knowledge and Information Systems, vol. 53, (no. 3), pp. 670, 20171200. | Journal Article
 
Sequential pattern mining in databases with temporal uncertainty
Ge, JiaqiXia, YuniWang, JianNadungodage, Chandima and Prabhakar, Sunil
Knowledge and Information Systems, vol. 51, (no. 3), pp. 821-850, Jun 2017. | Journal Article
 
Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data
Kasthurirathne, Suranga NKasthurirathne, Suranga NKasthurirathne, Suranga NKasthurirathne, Suranga NKasthurirathne, Suranga NKasthurirathne, Suranga NDixon, Brian EDixon, Brian EDixon, Brian EDixon, Brian EDixon, Brian EDixon, Brian EGichoya, JudyGichoya, JudyGichoya, JudyGichoya, JudyGichoya, JudyGichoya, JudyXu, HuipingXu, HuipingXu, HuipingXu, HuipingXu, HuipingXu, HuipingXia, YuniXia, YuniXia, YuniXia, YuniXia, YuniXia, YuniMamlin, BurkeMamlin, BurkeMamlin, BurkeMamlin, BurkeMamlin, BurkeMamlin, BurkeGrannis, Shaun JGrannis, Shaun JGrannis, Shaun JGrannis, Shaun JGrannis, Shaun J and Grannis, Shaun J
Journal of Biomedical Informatics, vol. 69, pp. 176, May 2017. | Journal Article
2016
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
Kasthurirathne, Suranga NKasthurirathne, Suranga N.Kasthurirathne, Suranga NKasthurirathne, Suranga NKasthurirathne, Suranga NDixon, BrianKasthurirathne, Suranga NDixon, Brian EDixon, Brian E.Dixon, Brian EDixon, Brian EDixon, Brian EDixon, Brian EGichoya, JudyGichoya, JudyGichoya, JudyGichoya, JudyGichoya, JudyGichoya, JudyXu, HuipingXu, HuipingXu, HuipingXu, HuipingXu, HuipingXu, HuipingXia, YuniXia, YuniXia, YuniXia, YuniXia, YuniXia, YuniMamlin, BurkeMamlin, BurkeMamlin, BurkeMamlin, BurkeMamlin, BurkeMamlin, BurkeGrannis, Shaun JGrannis, Shaun JGrannis, Shaun J.Grannis, Shaun JGrannis, Shaun J and Grannis, Shaun J
Journal of Biomedical Informatics, vol. 60, pp. 152, April 2016. | Journal Article
2015
DCMS: A data analytics and management system for molecular simulation.
Kumar, AnandGrupcev, VladimirBerrada, MeryemFogarty, Joseph CTu, Yi ChengZhu, XingquanPandit, Sagar A and Xia, Yuni
Journal of big data, vol. 2, (no. 1), pp. 9. | Journal Article
2014
DCMS: A data analytics and management system for molecular simulation
Kumar, AnandGrupcev, VladimirBerrada, MeryemFogarty, JosephYi-Cheng, TuZhu, XingquanPandit, Sagar and Xia, Yuni
Journal of Big Data, vol. 2, (no. 1), pp. 1-22, Nov 2014. | Journal Article
 
Online multi-dimensional regression analysis on concept-drifting data streams
Hewa Nadungodage, ChandimaHewa Nadungodage, ChandimaXia, YuniXia, YuniVaidya, Pranav SVaidya, Pranav SChen, YuChen, YuLee, Jaehwan John and Lee, Jaehwan John
International Journal of Data Mining, Modelling and Management, vol. 6, (no. 3), pp. 238, 20140101. | Journal Article
2013
A vision for the systematic monitoring and improvement of the quality of electronic health data.
Dixon, Brian EDixon, Brian ERosenman, MarcRosenman, MarcXia, YuniXia, YuniGrannis, Shaun J and Grannis, Shaun J
Studies in health technology and informatics, vol. 192, pp. 884-8, 2013. | Journal Article
 
EMU: An expectation maximization based approach for clustering uncertain data
Qin, BiaoXia, YuniLi, Fang and Ge, Jiaqi
Journal of Intelligent & Fuzzy Systems, vol. 25, (no. 4), pp. 1083, 2013-00-00. | Journal Article
 
Hyper-structure mining of frequent patterns in uncertain data streams.
Hewanadungodage, ChandimaXia, YuniLee, Jaehwan John and Tu, Yi Cheng
Knowledge and information systems, vol. 37, (no. 1), pp. 219-244, October 1, 2013. | Journal Article
 
Using Information Entropy to Monitor Chief Complaint Characteristics and Quality
Grannis, ShaunGrannis, ShaunDixon, BrianDixon, BrianXia, YuniXia, YuniWu, Jianmin and Wu, Jianmin
Online Journal of Public Health Informatics, vol. 5, (no. 1), 2013-03-23. | Journal Article
2011
A novel Bayesian classification for uncertain data
Qin, BiaoXia, YuniWang, Shan and Du, Xiaoyong
Knowledge-Based Systems, vol. 24, (no. 8), pp. 1158, 2011. | Journal Article
 
Multilevel text mining for bone biology
Tilak, OmkarTilak, OmkarTilak, OmkarTilak, OmkarHoblitzell, AndrewHoblitzell, AndrewHoblitzell, AndrewHoblitzell, AndrewMukhopadhyay, SnehasisMukhopadhyay, SnehasisMukhopadhyay, SnehasisMukhopadhyay, SnehasisYou, QianYou, QianYou, QianYou, QianFang, ShiaofenFang, ShiaofenFang, ShiaofenFang, ShiaofenXia, YuniXia, YuniXia, YuniXia, YuniBidwell, JosephBidwell, JosephBidwell, Joseph and Bidwell, Joseph
Concurrency and Computation: Practice and Experience, vol. 23, (no. 17), pp. 2364, 10 December 2011. | Journal Article
 
Performance analysis of a dual-tree algorithm for computing spatial distance histograms.
Chen, ShaopingTu, Yi Cheng and Xia, Yuni
The VLDB journal : very large data bases : a publication of the VLDB Endowment, vol. 20, (no. 4), pp. 471-494, August 1, 2011. | Journal Article
 
Rule induction for uncertain data
Qin, BiaoXia, Yuni and Prabhakar, Sunil K
Knowledge and Information Systems, vol. 29, (no. 1), pp. 103-130, Oct 2011. | Journal Article
2008
Generating efficient safe query plans for probabilistic databases
Qin, Biao and Xia, Yuni
Data & Knowledge Engineering, vol. 67, (no. 3), pp. 503, 2008. | Journal Article
 
Identification of a gene signature in cell cycle pathway for breast cancer prognosis using gene expression profiling data.
Liu, JiangangLiu, JiangangCampen, AndrewCampen, AndrewHuang, ShuguangHuang, ShuguangPeng, Sheng-BinPeng, Sheng-BinYe, XiangYe, XiangPalakal, MathewPalakal, MathewDunker, A KeithDunker, A KXia, YuniXia, YuniLi, Shuyu and Li, Shuyu
BMC medical genomics, vol. 1, pp. 39, 2008. | Journal Article
 
Indexing continuously changing data with mean-variance tree
Xia, YuniCheng, Reynold CPrabhakar, Sunil KLei, Shan and Shah, Rahul
International Journal of High Performance Computing and Networking, vol. 5, (no. 4), pp. 263-272, 2008. | Journal Article
2007
DGEM - A Microarray Gene Expression Database for Primary Human Disease Tissues
Xia, YuniXia, YuniCampen, AndrewCampen, AndrewRigsby, DanRigsby, DanGuo, YingGuo, YingFeng, XingdongFeng, XingdongSu, Eric WSu, EricPalakal, MathewPalakal, MathewLi, Shuyu and Li, Shuyu
Molecular Diagnosis and Therapy, vol. 11, (no. 3), pp. 145-149, 2007. | Journal Article
 
Report on ACM Workshop on Health Information and Knowledge Management (HIKM 2006)
Xiong, Li and Xia, Yuni
ACM SIGMOD Record, vol. 36, (no. 2), pp. 42, 06-01-2007. | Journal Article
2006
Efficient join processing over uncertain data
Cheng, Reynold CSingh, SarvjeetPrabhakar, Sunil KShah, RahulVitter, Jeffrey S and Xia, Yuni
Conference on Information and Knowledge Management: Proceedings of the 15th ACM international conference on Information and knowledge management; 06-11 Nov. 2006. 2006. | Conference Proceeding
2005
Efficient indexing techniques for the update intensive environment (Dissertation)
Xia, Yuni (2005).
 
Indexing continuously changing data with mean-variance tree
Xia, YuniPrabhakar, Sunil KLei, ShanCheng, Reynold C and Shah, Rahul
Symposium on Applied Computing: Proceedings of the 2005 ACM symposium on Applied computing; 13-17 Mar. 2005. 2005. | Conference Proceeding
2002
Query indexing and velocity constrained indexing: Scalable techniques for continuous queries on moving objects
Prabhakar, Sunil KXia, YuniKalashnikov, Dmitri VAref, Walid G and Hambrusch, Susanne E
IEEE Transactions on Computers, vol. 51, (no. 10), pp. 1124-1140, 2002. | Journal Article
Using Information Entropy to Monitor Chief Complaint Characteristics and Quality
Grannis, ShaunDixon, BrianXia, Yuni and Wu, Jianmin
Online Journal of Public Health Informatics, vol. 5, (no. 1). | Journal Article