Publications

Research Profiles

Copyright Statement

The copyrights for all the publications rest with the respective publishers. The versions posted here are author's versions and are meant for personal use and not for redistribution.

Full List of Publications

2014

Yanyan Shen, Kaushik Chakrabarti, Surajit Chaudhuri, Bolin Ding, and Lev Novik, Discovering Queries based on Example Tuples, ACM SIGMOD, June 2014

2012

Bolin Ding, Haixun Wang, Ruoming Jin, Jiawei Han, and Zhongyuan Wang, Optimizing Index for Taxonomy Keyword Search, in Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2012), ACM SIGMOD, 2012

Yongxin Tong, Lei Chen, and Bolin Ding, Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data, in Proceedings of the 28th IEEE International Conference on Data Engineering (ICDE 2012), IEEE Computer Society, 2012

Zhenhui Li, Jiawei Han, Bolin Ding, and Roland Kays, Mining periodic behaviors of object movements for animal and biological sustainability studies, in Journal of Data Mining and Knowledge Discovery (DMKD), vol. 24, no. 2, pp. 355-386, Springer, 2012

Arnd Christian König, Bolin Ding, Surajit Chaudhuri, and Vivek R. Narasayya, A Statistical Approach Towards Robust Progress Estimation, in Proceedings of the VLDB Endowment, the 38th International Conference on Very Large Data Bases (VLDB 2012), vol. 5, no. 4, pp. 382-393, Very Large Data Bases Endowment Inc., 2012

2011

Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai, Asok Srivastava, and Nikunj C. Oza, Efficient Keyword-Based Search for Top-K Cells in Text Cube, in IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 23, no. 12, pp. 1795-1810, IEEE Computer Society, 2011

Bolin Ding and Arnd Christian König, Fast Set Intersection in Memory, in Proceedings of the VLDB Endowment, the 37th International Conference on Very Large Data Bases (VLDB 2011), vol. 4, no. 4, pp. 255-266, Very Large Data Bases Endowment Inc., 2011

Zhenhui Li, Cindy Xide Lin, Bolin Ding, and Jiawei Han, Mining Significant Time Intervals for Relationship Detection, in Proceedings of the 12th International Symposium on Spatial and Temporal Databases (SSTD 2011), Springer, 2011

Lu Su, Jing Gao, Yong Yang, Tarek F. Abdelzaher, Bolin Ding, and Jiawei Han, Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks, in Proceedings of the 9th International Conference on Embedded Networked Sensor Systems (SenSys 2011), ACM, 2011

Zhenhui Li, Jiawei Han, Ming Ji, Lu An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, and Roland Kays, MoveMine: Mining moving object data for discovery of animal movement patterns, in ACM Transactions on Intelligent Systems and Technology (ACM TIST), vol. 2, no. 4, pp. 37, ACM, 2011

Ruoming Jin, Lin Liu, Bolin Ding, and Haixun Wang, Distance-Constraint Reachability Computation in Uncertain Graphs, in Proceedings of the VLDB Endowment, the 37th International Conference on Very Large Data Bases (VLDB 2011), vol. 4, no. 9, pp. 551-562, Very Large Data Bases Endowment Inc., 2011

Bolin Ding, Marianne Winslett, Jiawei Han, and Zhenhui Li, Differentially private data cubes: optimizing noise sources and consistency, in Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD 2011), ACM SIGMOD, 2011

Bo Zhao, Cindy Xide Lin, Bolin Ding, and Jiawei Han, TEXplorer: keyword-based object search and exploration in multidimensional text databases, in Proceedings of the 20th ACM International Conference on Information and Knowledge Management (CIKM 2011), ACM, 2011

David Lo, Bolin Ding, Lucia, and Jiawei Han, Bidirectional mining of non-redundant recurrent rules from a sequence database, in Proceedings of the 28th IEEE International Conference on Data Engineering (ICDE 2011), IEEE Computer Society, 2011

2010

Zhenhui Li, Bolin Ding, Jiawei Han, and Roland Kays, Swarm: Mining Relaxed Temporal Moving Object Clusters, in Proceedings of the VLDB Endowment, the 36th International Conference on Very Large Data Bases (VLDB 2010), vol. 3, no. 1, pp. 723-734, Very Large Data Bases Endowment Inc., 2010

Xin Jin, Jiawei Han, Liangliang Cao, Jiebo Luo, Bolin Ding, and Cindy Xide Lin, Visual cube and on-line analytical processing of images, in Proceedings of the 19th ACM International Conference on Information and Knowledge Management (CIKM 2010), ACM, 2010

Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, and Chengxiang Zhai, TopCells: Keyword-based search of top-k aggregated documents in text cube, in Proceedings of the 26th IEEE International Conference on Data Engineering (ICDE 2010), IEEE Computer Society, 2010

Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, and Peter Nye, Mining periodic behaviors for moving objects, in Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2010), ACM, 2010

Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, and Chengxiang Zhai, Keyword Search in Text Cube: Finding Top-k Aggregated Cell Documents, in Proceedings of the 2010 Conference on Intelligent Data Understanding (CIDU 2010), NASA, 2010

2009

Jiawei Han and Bolin Ding, Stream Mining, in Encyclopedia of Database Systems, pp. 2831-2834, Springer, 2009

Lu Su, Bolin Ding, Yong Yang, Tarek F. Abdelzaher, Guohong Cao, and Jennifer C. Hou, oCast: Optimal Multicast Routing Protocol for Wireless Sensor Networks, in Proceedings of the 17th IEEE International Conference on Network Protocols (ICNP 2009), IEEE Computer Society, 2009

Wenfei Fan, Jeffrey Xu Yu, Jianzhong Li, Bolin Ding, and Lu Qin, Query translation from XPath to SQL in the presence of recursive DTDs, in The VLDB Journal, vol. 18, no. 4, pp. 857-883, Springer, 2009

Cheqing Jin, Bolin Ding, and Jeffrey Xu Yu, Making filters smart in distributed data stream environments, in Information Sciences, vol. 179, no. 9, pp. 1348-1361, Elsevier, 2009

Bolin Ding, David Lo, Jiawei Han, and Siau-Cheng Khoo, Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database, in Proceedings of the 25th IEEE International Conference on Data Engineering (ICDE 2009), IEEE Computer Society, 2009

2008

Jiefeng Cheng, Jeffrey Xu Yu, Bolin Ding, Philip S. Yu, and Haixun Wang, Fast Graph Pattern Matching, in Proceedings of the 24th IEEE International Conference on Data Engineering (ICDE 2008), IEEE Computer Society, 2008

Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, and Bo Zhao, Text Cube: Computing IR Measures for Multidimensional Text Database Analysis, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), IEEE Computer Society, 2008

Luiz F. Mendes, Bolin Ding, and Jiawei Han, Stream Sequential Pattern Mining with Precise Error Bounds, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), IEEE Computer Society, 2008

Lu Qin, Jeffrey Xu Yu, Bolin Ding, and Yoshiharu Ishikawa, Monitoring Aggregate k-NN Objects in Road Networks, in Proceedings of the 20th International Conference on Scientific and Statistical Database Management (SSDBM 2008), Springer, 2008

Bolin Ding, Jeffrey Xu Yu, and Lu Qin, Finding time-dependent shortest paths over large graphs, in Proceedings of the 11th International Conference on Extending Database Technology (EDBT 2008), ACM, 2008

Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, and Philip S. Yu, Classifying Data Streams with Skewed Class Distributions and Concept Drifts, in IEEE Internet Computing, vol. 12, no. 6, pp. 37-49, IEEE Computer Society, 2008

2007

Lu Qin, Jeffrey Xu Yu, and Bolin Ding, TwigList : Make Twig Pattern Matching Fast, in Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA 2007), Springer, 2007

Jiefeng Cheng, Jeffrey Xu Yu, and Bolin Ding, Cost-Based Query Optimization for Multi Reachability Joins, in Proceedings of the 12th International Conference on Database Systems for Advanced Applications (DASFAA 2007), Springer, 2007

Bolin Ding, Jeffrey Xu Yu, Shan Wang, Lu Qin, Xiao Zhang, and Xuemin Lin, Finding Top-k Min-Cost Connected Trees in Databases, in Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE 2007), IEEE Computer Society, 2007

2006

Qing Zhu, Shan Wang, Bolin Ding, Xiao Zhang, Hongyan Cai, and Jiali Yao, Service-Oriented Search Algorithm on Data Grid, in Chinese Journal of Computers, vol. 29, no. 7, pp. 1234-1240, China Computer Federation, 2006

Shan Wang, Zhaohui Peng, Jun Zhang, Lu Qin, Sheng Wang, Jeffrey Xu Yu, and Bolin Ding, NUITS: A Novel User Interface for Efficient Keyword Search over Databases, in Proceedings of the 32nd International Conference on Very Large Data Bases (VLDB 2006), Very Large Data Bases Endowment Inc., 2006