Yuni Xia

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 11

Top Topics

Cancer Detection

Top Venues

Knowl. Inf. Syst.

J. Biomed. Informatics

Publications

Chu-An Tsai, Haiqi Zhu, Haochen Su, Yuni Xia, Shiaofen Fang
Classification and Prediction on Cardiovascular disease datasets. ICCDE (2023)
Aashika Varadharajan, Aishwarya Deshpande, Yuni Xia, Shiaofen Fang
Efficient Face Generation and Clustering Using Generative Adversarial Networks. ICCDE (2023)
Yuni Xia, Shiaofen Fang, Kathy E. Johnson
An Exploration into Adaptive Teaching of Discrete Mathematics for Computer Science Undergraduate Students. SIGCSE (2) (2023)
Jiaqi Ge, Yuni Xia, Jian Wang, Chandima Hewa Nadungodage, Sunil Prabhakar
Sequential pattern mining in databases with temporal uncertainty. Knowl. Inf. Syst. 51 (3) (2017)
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 (2017)
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) (2017)
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)
Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee
GStreamMiner: A GPU-accelerated Data Stream Mining Framework. CIKM (2016)
Jiaqi Ge, Yuni Xia
Distributed Sequential Pattern Mining in Large Scale Uncertain Databases. PAKDD (2) (2016)
Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee
GPU-Accelerated Outlier Detection for Continuous Data Streams. IPDPS (2016)
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 (2016)
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 (2015)
Jiaqi Ge, Yuni Xia, Jian Wang
Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases. PAKDD (2) (2015)
Jiaqi Ge, Yuni Xia, Jian Wang
Mining Uncertain Sequential Patterns in Iterative MapReduce. PAKDD (2) (2015)
Jiaqi Ge, Yuni Xia, Jian Wang
A naïve Bayesian classifier in categorical uncertain data streams. DSAA (2014)
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)
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) (2014)
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)
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) (2013)
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)
Biao Qin, Yuni Xia, Rakesh Sathyesh, Jiaqi Ge, Sunil Prabhakar
Classify Uncertain Data with Decision Tree. DASFAA (2) (2011)
Shaoping Chen, Yi-Cheng Tu, Yuni Xia
Performance analysis of a dual-tree algorithm for computing spatial distance histograms. VLDB J. 20 (4) (2011)
Biao Qin, Yuni Xia, Sunil Prabhakar
Rule induction for uncertain data. Knowl. Inf. Syst. 29 (1) (2011)
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)
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)
Biao Qin, Yuni Xia, Shan Wang, Xiaoyong Du
A novel Bayesian classification for uncertain data. Knowl. Based Syst. 24 (8) (2011)
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) (2011)
Jiaqi Ge, Yuni Xia, Chandima H. Nadungodage
UNN: A Neural Network for Uncertain Data Classification. PAKDD (1) (2010)
Jiaqi Ge, Yuni Xia, Yicheng Tu
A Discretization Algorithm for Uncertain Data. DEXA (2) (2010)
Biao Qin, Yuni Xia, Fang Li
A Bayesian classifier for uncertain data. SAC (2010)
Biao Qin, Yuni Xia, Rakesh Sathyesh, Sunil Prabhakar, Yicheng Tu
uRule: A Rule-Based Classification System for Uncertain Data. ICDM Workshops (2010)
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)
Pranav Vaidya, Yu Chen, Jaehwan John Lee, Chandima H. Nadungodage, Yuni Xia
A General Purpose FPGA Data Filter for Data Stream Processing. ERSA (2010)
Andrew Hoblitzell, Snehasis Mukhopadhyay, Qian You, Shiaofen Fang, Yuni Xia, Joseph Bidwell
Text mining for bone biology. HPDC (2010)
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)
Biao Qin, Yuni Xia, Fang Li
DTU: A Decision Tree for Uncertain Data. PAKDD (2009)
Biao Qin, Yuni Xia, Sunil Prabhakar, Yi-Cheng Tu
A Rule-Based Classification Algorithm for Uncertain Data. ICDE (2009)
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)
Biao Qin, Yuni Xia
Generating efficient safe query plans for probabilistic databases. Data Knowl. Eng. 67 (3) (2008)
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) (2008)
Li Xiong, Yuni Xia
Report on ACM Workshop on Health Information and Knowledge Management (HIKM 2006). SIGMOD Rec. 36 (2) (2007)
Yuni Xia, Bowei Xi
Conceptual Clustering Categorical Data with Uncertainty. ICTAI (1) (2007)
Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter, Yuni Xia
Efficient join processing over uncertain data. CIKM (2006)
Yuni Xia, Sunil Prabhakar, Shan Lei, Reynold Cheng, Rahul Shah
Indexing continuously changing data with mean-variance tree. SAC (2005)
Yuni Xia, Sunil Prabhakar, Jianzhong Sun, Shan Lei
Indexing and Querying Constantly Evolving Data Using Time Series Analysis. DASFAA (2005)
Yi-Cheng Tu, Mohamed Hefeeda, Yuni Xia, Sunil Prabhakar, Song Liu
Control-Based Quality Adaptation in Data Stream Management Systems. DEXA (2005)
Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah
Change Tolerant Indexing for Constantly Evolving Data. ICDE (2005)
Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter
Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data. VLDB (2004)
Yuni Xia, Sunil Prabhakar
Efficient CNG Indexing in Location-Aware Sevices. ICDCS Workshops (2003)
Yuni Xia, Sunil Prabhakar
Q+Rtree: Efficient Indexing for Moving Object Database. DASFAA (2003)
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) (2002)