Yuni Xia

According to our database, Yuni Xia authored at least 52 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

An Exploration into Adaptive Teaching of Discrete Mathematics for Computer Science Undergraduate Students.

Yuni Xia, Shiaofen Fang, Kathy E. Johnson

Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 2, 2023

Efficient Face Generation and Clustering Using Generative Adversarial Networks.

Aashika Varadharajan, Aishwarya Deshpande, Yuni Xia, Shiaofen Fang

Proceedings of the 9th International Conference on Computing and Data Engineering, 2023

Classification and Prediction on Cardiovascular disease datasets.

Chu-An Tsai, Haiqi Zhu, Haochen Su, Yuni Xia, Shiaofen Fang

Proceedings of the 9th International Conference on Computing and Data Engineering, 2023

2017

Indexing, Query and Velocity-Constrained.

Sunil Prabhakar, Dmitri V. Kalashnikov, Yuni Xia

Proceedings of the Encyclopedia of GIS., 2017

A GPU-oriented online recommendation algorithm for efficient processing of time-varying continuous data streams.

Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee

Knowl. Inf. Syst., 2017

Sequential pattern mining in databases with temporal uncertainty.

Jiaqi Ge, Yuni Xia, Jian Wang, Chandima Hewa Nadungodage, Sunil Prabhakar

Knowl. Inf. Syst., 2017

Toward better public health reporting using existing off the shelf approaches: The value of medical dictionaries in automated cancer detection using plaintext medical data.

Suranga Nath Kasthurirathne, Brian E. Dixon, Judy Gichoya, Huiping Xu, Yuni Xia, Burke W. Mamlin, Shaun J. Grannis

J. Biomed. Informatics, 2017

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.

Suranga Nath Kasthurirathne, Brian E. Dixon, Judy Gichoya, Huiping Xu, Yuni Xia, Burke W. Mamlin, Shaun J. Grannis

J. Biomed. Informatics, 2016

Distributed Sequential Pattern Mining in Large Scale Uncertain Databases.

Jiaqi Ge, Yuni Xia

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

GPU-Accelerated Outlier Detection for Continuous Data Streams.

Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium, 2016

Healthcare Data Visualization: Geospatial and Temporal Integration.

Shenhui Jiang, Shiaofen Fang, Sam Bloomquist, Jeremy Keiper, Mathew J. Palakal, Yuni Xia, Shaun J. Grannis

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

GStreamMiner: A GPU-accelerated Data Stream Mining Framework.

Chandima Hewa Nadungodage, Yuni Xia, John Jaehwan Lee

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

DCMS: A data analytics and management system for molecular simulation.

Anand Kumar, Vladimir Grupcev, Meryem Berrada, Joseph C. Fogarty, Yi-Cheng Tu, Xingquan Zhu, Sagar A. Pandit, Yuni Xia

J. Big Data, 2015

Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases.

Jiaqi Ge, Yuni Xia, Jian Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Mining Uncertain Sequential Patterns in Iterative MapReduce.

Jiaqi Ge, Yuni Xia, Jian Wang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014

Online multi-dimensional regression analysis on concept-drifting data streams.

Chandima Hewa Nadungodage, Yuni Xia, Pranav Vaidya, Yu Chen, Jaehwan John Lee

Int. J. Data Min. Model. Manag., 2014

A naïve Bayesian classifier in categorical uncertain data streams.

Jiaqi Ge, Yuni Xia, Jian Wang

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Demonstrating A Public Health Terrain Data Visualization System.

Jeremy Keiper, Shiaofen Fang, Mathew Palakal, Yuni Xia, Sam Bloomquist, Shaun J. Grannis, Weizhi Li, Thanh M. Nguyen, Anand Krishnan

Proceedings of the AMIA 2014, 2014

2013

Hyper-structure mining of frequent patterns in uncertain data streams.

Chandima H. Nadungodage, Yuni Xia, Jaehwan John Lee, Yi-Cheng Tu

Knowl. Inf. Syst., 2013

A Vision for the Systematic Monitoring and Improvement of the Quality of Electronic Health Data.

Brian E. Dixon, Marc B. Rosenman, Yuni Xia, Shaun J. Grannis

Proceedings of the MEDINFO 2013, 2013

GPU accelerated item-based collaborative filtering for big-data applications.

Chandima Hewa Nadungodage, Yuni Xia, Jaehwan John Lee, Myungcheol Lee, Choon Seo Park

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2011

Performance analysis of a dual-tree algorithm for computing spatial distance histograms.

Shaoping Chen, Yi-Cheng Tu, Yuni Xia

VLDB J., 2011

A novel Bayesian classification for uncertain data.

Biao Qin, Yuni Xia, Shan Wang, Xiaoyong Du

Knowl. Based Syst., 2011

Rule induction for uncertain data.

Biao Qin, Yuni Xia, Sunil Prabhakar

Knowl. Inf. Syst., 2011

Multilevel text mining for bone biology.

Omkar J. Tilak, Andrew Hoblitzell, Snehasis Mukhopadhyay, Qian You, Shiaofen Fang, Yuni Xia, Joseph Bidwell

Concurr. Comput. Pract. Exp., 2011

AutoBayesian: Developing Bayesian Networks Based on Text Mining.

Sandeep Raghuram, Yuni Xia, Jiaqi Ge, Mathew Palakal, Josette F. Jones, Dave Pecenka, Eric Tinsley, Jean Bandos, Jerry Geesaman

Proceedings of the Database Systems for Advanced Applications, 2011

Classify Uncertain Data with Decision Tree.

Biao Qin, Yuni Xia, Rakesh Sathyesh, Jiaqi Ge, Sunil Prabhakar

Proceedings of the Database Systems for Advanced Applications, 2011

StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams.

Chandima H. Nadungodage, Yuni Xia, Fang Li, Jaehwan John Lee, Jiaqi Ge

Proceedings of the Database Systems for Advanced Applications, 2011

2010

Symbiote: a reconfigurable logic assisted data streammanagement system (RLADSMS).

Pranav Vaidya, Jaehwan John Lee, Francis Bowen, Yingzi Du, Chandima H. Nadungodage, Yuni Xia

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

A Bayesian classifier for uncertain data.

Biao Qin, Yuni Xia, Fang Li

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

UNN: A Neural Network for Uncertain Data Classification.

Jiaqi Ge, Yuni Xia, Chandima H. Nadungodage

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

uRule: A Rule-Based Classification System for Uncertain Data.

Biao Qin, Yuni Xia, Rakesh Sathyesh, Sunil Prabhakar, Yicheng Tu

Proceedings of the ICDMW 2010, 2010

Text mining for bone biology.

Andrew Hoblitzell, Snehasis Mukhopadhyay, Qian You, Shiaofen Fang, Yuni Xia, Joseph Bidwell

Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

A General Purpose FPGA Data Filter for Data Stream Processing.

Pranav Vaidya, Yu Chen, Jaehwan John Lee, Chandima H. Nadungodage, Yuni Xia

Proceedings of the 2010 International Conference on Engineering of Reconfigurable Systems & Algorithms, 2010

A Discretization Algorithm for Uncertain Data.

Jiaqi Ge, Yuni Xia, Yicheng Tu

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

2009

DTU: A Decision Tree for Uncertain Data.

Biao Qin, Yuni Xia, Fang Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Bridging Text Mining and Bayesian Networks.

Sandeep Raghuram, Yuni Xia, Mathew Palakal, Josette F. Jones, Dave Pecenka, Eric Tinsley, Jean Bandos, Jerry Geesaman

Proceedings of the NBiS 2009, 2009

A Rule-Based Classification Algorithm for Uncertain Data.

Biao Qin, Yuni Xia, Sunil Prabhakar, Yi-Cheng Tu

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Indexing, Query and Velocity-Constrained.

Sunil Prabhakar, Dmitri V. Kalashnikov, Yuni Xia

Proceedings of the Encyclopedia of GIS., 2008

Indexing continuously changing data with mean-variance tree.

Yuni Xia, Reynold Cheng, Sunil Prabhakar, Shan Lei, Rahul Shah

Int. J. High Perform. Comput. Netw., 2008

Generating efficient safe query plans for probabilistic databases.

Biao Qin, Yuni Xia

Data Knowl. Eng., 2008

Mining Gene Expression Database for Primary Human Disease Tissues.

Andrew Campen, Yuni Xia, Dan Rigsby, Ying Guo, Xingdong Feng, Eric W. Su, Mathew Palakal, Shuyu Li

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

Report on ACM Workshop on Health Information and Knowledge Management (HIKM 2006).

Li Xiong, Yuni Xia

SIGMOD Rec., 2007

Conceptual Clustering Categorical Data with Uncertainty.

Yuni Xia, Bowei Xi

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006

Efficient join processing over uncertain data.

Reynold Cheng, Sarvjeet Singh, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter, Yuni Xia

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005

Change Tolerant Indexing for Constantly Evolving Data.

Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah

Proceedings of the 21st International Conference on Data Engineering, 2005

Control-Based Quality Adaptation in Data Stream Management Systems.

Yi-Cheng Tu, Mohamed Hefeeda, Yuni Xia, Sunil Prabhakar, Song Liu

Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Indexing and Querying Constantly Evolving Data Using Time Series Analysis.

Yuni Xia, Sunil Prabhakar, Jianzhong Sun, Shan Lei

Proceedings of the Database Systems for Advanced Applications, 2005

2004

Efficient Indexing Methods for Probabilistic Threshold Queries over Uncertain Data.

Reynold Cheng, Yuni Xia, Sunil Prabhakar, Rahul Shah, Jeffrey Scott Vitter

Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

2003

Efficient CNG Indexing in Location-Aware Sevices.

Yuni Xia, Sunil Prabhakar

Proceedings of the 23rd International Conference on Distributed Computing Systems Workshops (ICDCS 2003 Workshops), 2003

Q+Rtree: Efficient Indexing for Moving Object Database.

Yuni Xia, Sunil Prabhakar

Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

2002

Query Indexing and Velocity Constrained Indexing: Scalable Techniques for Continuous Queries on Moving Objects.

Sunil Prabhakar, Yuni Xia, Dmitri V. Kalashnikov, Walid G. Aref, Susanne E. Hambrusch

IEEE Trans. Computers, 2002