Anthony K. H. TUNG 's List of Publication

Journal/Conferences

2009

Zhiping Zeng, Anthony K. H. Tung. Jianyong Wang, Lizhu Zhou, Jiahua Feng. Comparing Stars: On Approximating Graph Edit Distance. Accepted and to appear in the Proceedings of the 35^th International Conference on Very Large Data Bases(VLDB), Lyon, France August 24-28, 2009 (Technical Report).
Zhenjie Zhang, Beng Chin Ooi, Srinivasan Parthasarathy, Anthony K. H. Tung. Similarity Search on Bregman Divergence: Towards Non-Metric Indexing. Accepted and to appear in the Proceedings of the 35^th International Conference on Very Large Data Bases(VLDB), Lyon, France August 24-28, 2009.
Zhenjie Zhang, Hua Lu, Beng Chin Ooi, and Anthony K.H. Tung. "Generic Analysis and Methods for Computing Skyline Variants". to appear in International Journal of Very Large Database (VLDBJ)
Zhenjie Zhang,, Reynold Cheng, Dimitris Papadias, Anthony K. H. Tung Minimizing the Communication Cost for Continuous Skyline Maintenance. Accepted and to appear in the Proceedings of the ACM Conference on the Management of Data (SIGMOD), Providence, RI, USA, June 29th - July 2, 2009.
Zhenjie Zhang, Z., Yang, Y., Cai, R., Dimitris Papadias., Anthony K. H. Tung Kernel-Based Skyline Cardinality Estimation. Accepted and to appear in the Proceedings of the ACM Conference on the Management of Data (SIGMOD), Providence, RI, USA, June 29th - July 2, 2009

· Xin Xu, Ying Lu, Kian-Lee Tan, Anthony K. H. Tung. Finding Time-lagged 3D Clusters. Accepted and to appear in ICDE 2009.

Dongxiang Zhang, Yeow Meng Chee, Anirban Mondal, Anthony K. H. Tung, Masaru Kitsuregawa. Keyword Search in Spatial Databases: Toward Searching by Documents. Accepted and to appear in ICDE 2009.

· ShiyuanWang, Quang Hieu Vu Beng Chin Ooi, Anthony K. H. Tung, Lizhen Xu. A Framework for Skyline Query Processing in Peer-to-Peer Systems. Accepted and to appear in The International Journal on Very Large Data Bases (VLDBJ).

2008

· Zhenjie Zhang, Laks V. S. Lakshmanan, Anthony K. H. Tung. On Domination Game Analysis for Microeconomic Data Mining. To appear in Transactions on Knowledge Discovery from Data (TKDD), Volume 2, Issue 4, 2008.

· Zhenjie Zhang, Bing Tian Dai and Anthony K.H. Tung. "Estimating Local Optimums in EM Algorithm over Gaussian Mixture Model". Accepted and to appear in the 25th International Conference On Machine Learning (ICML 2008), Helsinki, Finland.

· Dinh Nguyen Tran, Phung Chinh Huynh, Y. C. Tay and Anthony K. H. Tung. "A New Approach to Dynamic Self-Tuning of Database Buffers". Accepted in ACM Transactions of Storage.

· Zhenjie Zhang, Yin Yang, Anthony K.H. Tung, and Dimitris Papadias. "Continuous k-Means Monitoring over Moving Objects with Low Communication Cost". To appear in IEEE Transactions on Knowledge and Data Engineering (TKDE).

· Nikos Sarkas , Gautam Das, Nick Koudas, Anthony K. H. Tung. Categorical Skylines for Streaming Data. Accepted and to appear in 2008, ACM SIGMOD'08 on International Conference on Management of Data, Vancouver, Canada.

· Nan Wang, Srinivasan Parthasarathy, Kian-Lee Tan, Anthony K. H. Tung. CSV: Visualizing and Mining Cohesive Subgraphs. Accepted and to appear in 2008, ACM SIGMOD'08 on International Conference on Management of Data, Vancouver, Canada.

· Quang Hieu Vu , Beng Chin Ooi, Dimitris Papadias, Anthony K. H. Tung. A Graph Method for Keyword-based Selection of the top-K Databases. Accepted and to appear in 2008, ACM SIGMOD'08 on International Conference on Management of Data, Vancouver, Canada.

· Chang Sheng, Wynne Hsu, Mong Li Lee, Anthony Tung. Discovering Spatial Interaction Patterns, in 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India, March 2008.

· Bing Tian Dai, Nick Koudas, Divesh Srivastava, Anthony K. H. Tung, Suresh Venkatasubramanian. "Validating Multi-column Schema Matchings by Types". accepted and to appear in 24th IEEE International Conference on Data Engineering (ICDE) 2008.

· Yueguo Chen, Shouxu Jiang, Beng Chin Ooi, Anthony K. H. Tung. "Querying Complex Spatial-Temporal Sequences in Human Motion Databases" accepted and to appear in 24th IEEE International Conference on Data Engineering (ICDE) 2008.

2007

· Cuiping Li, Anthony K. H. Tung, Wen Jin, Martin Ester. "On Dominating Your Neighborhood Profitably". accepted and to appear in the 33rd Very Large Data Bases conference (VLDB'07), Vienna, 2007

· Wen Jin, Anthony K. H. Tung, Martin Ester and Jiawei Han,''On Efficient Processing of Subspace Skyline Queries on High Dimensional Data'', in Proc. 2007 Int'l.Conf.on Scientific and Statistical Database Management (SSDBM'07), Canada, July. 2007.

· Bei Yu, Guoliang Li, Karen Sollins, Anthony K. H. Tung. Effective Keyword-based Selection of Relational Databases. ACM SIGMOD 2007.

· Shiyuan Wang (South East), B. C. Ooi, Anthony K. H.. Tung, Lizhen Xu (South East): "Efficient Skyline Query Processing on Peer-to-Peer Networks." 23rd IEEE International Conference on Data Engineering (ICDE), 2007.

· Yueguo Chen, M. Nacismento (Alberta), B. C. Ooi, Anthony K. H. Tung: "SpADe: On Shape-based Pattern Detection in Streaming Time Series." 23rd IEEE International Conference on Data Engineering (ICDE), 2007.

2006

· Zhenjie Zhang, Bing Tian Dai and Anthony K.H. Tung. "On the Lower Bound of Lower Optimums in K-Means Algorithm". In ICDM 2006. [Codes][PPT]

· Anthony K. H. Tung, Rui Zhang, Nick Koudas, Beng Chin Ooi. "Similarity Search: A Matching Based Approach", accepted and to appear in VLDB'06.

· Chen Li, Nick Koudas, Anthony K. H. Tung, Rares Vernica. "Relaxing Join and Selection Queries", accepted and to appear in VLDB'06.

· Liping Ji, Kian-Lee Tan, Anthony K. H. Tung. "Mining Frequent Closed Cubes in 3D Datasets", accepted and to appear in VLDB'06.

· Zhenqiang Tan, Anthony K. H. Tung. "Mining Frequent 3D Sequential Patterns", accepted and to appear in SSDBM'06.

· Feng Cao, Anthony K. H. Tung, Aoying Zhou. "Scalable Clustering Using Graphics Processors", accepted and to appear in WAIM'06.

· Cuiping Li, Beng Chin Ooi, Anthony K. H. Tung, Shan Wang. "DADA: A Data Cube for Dominant Relationship Analysis", accepted and to appear in ACM SIGMOD Int'l. Conference on Management of Data , Chicago, 2006 (SIGMOD'06).

· Chee-Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, Zhenjie Zhang. "Finding k-Dominant Skylines in High Dimensional Space", accepted and to appear in ACM SIGMOD Int'l. Conference on Management of Data , Chicago, 2006 (SIGMOD'06).

· Wen Jin, Anthony K. H. Tung, Jiawei Han, and Wei Wang, “Ranking Outliers Using Symmetric Neighborhood Relationship,” in Proc. 2006 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'06), Singapore, April 2006.

· Wen Jin, Yuelong Jiang, Weining Qian, Anthony K. H. Tung. "Mining Outliers in Spatial Networks". Accepted and to appear in DASFAA 2006

· Chee-Yong Chan, H. V. Jagadish, Anthony K.H. Tung, Kian-Lee Tan, Zhenjie Zhang. "On High Dimensional Skylines ". Accepted and to appear in EDBT 2006

· Xin Xu, Ying Lu, Anthony K.H. Tung, Wei Wang. "Mining Shifting-and-Scaling Co-Regulation Patterns on Gene Expression Profiles". Accepted and to appear in ICDE 2006.

2005

· Feng Pan, Wei Wang, Anthony K. H. Tung, and Jiong Yang . "Finding Representative Set from Massive Data". Accepted and to appear in ICDM 2005

· Zhenjie Zhang, Xinyu Guo, Hua Lu, Anthony K.H. Tung, Nan Wang. "Discovering Strong Skyline Points in High Dimensional Spaces". (Poster) Accepted and to appear in CIKM 2005.

· Liang Jin, Chen Li, Nick Koudas, Anthony K. H. Tung, " Indexing Mixed Types for Approximate Retrieval", To appear in Int'l Conference on Very Large Data Bases (VLDB), Trondheim, 2005.

· Anthony K. H. Tung, Xin Xu, Beng Chin Ooi. "CURLER: Finding and Visualizing Nonlinear Correlated Clusters" To appear in SIGMOD'05, Baltimore, Maryland 2005.

· Gao Cong, Kian-Lee Tan, Anthony K. H. Tung, Xin Xu. "Mining Top-k Covering Rule Groups for Gene Expression Data". To appear in SIGMOD'05,Baltimore, Maryland 2005. Related works to the above paper: Sample Enumeration Methods For Mining Microarray Datasets

· Rui Yang, Panos Kalnis, Anthony K. H. Tung. "Similarity Evaluation on Tree-structured Data". To appear in SIGMOD'05, Baltimore, Maryland 2005..

· Xia Cao, Shuai Cheng Li, Anthony K. H. Tung. "Indexing DNA Sequences Using q-grams". Best Paper Award. To appear in DASFAA 2005.

2004

· Gao Cong, Kian-Lee Tan, Anthony K.H. Tung, Feng Pan. “Mining Frequent Closed Patterns in Microarray Data”. In IEEE International Conference on Data Mining, (ICDM). 2004

· Cuiping Li, Gao Cong, Anthony K. H. Tung, Shan Wang. "Incremental Maintenance of Quotient Cube for Median". To appear in Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'04), August 22 - 25, 2004, Seattle, WA, USA.

· Xin Xu, Gao Cong, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung. "Semantic Mining and Analysis of Gene Expression Data" (Demo). To appear in Proceedings of the 30th International Conference on Very Large Data Bases (VLDB'04), August 30 - September 3, 2004, Toronto, ON, Canada, .

· Xia Cao, Anthony K. H. Tung, Beng Chin Ooi, Kian-Lee Tan, Shuai Cheng Li. "String Join Using Precedence Count Matrix". 16th International Conference on Scientific and Statistical Database Management(SSDBM'04), 21-23 June 2004 Santorini Island Greece.

· Feng Pang, Anthony K. H. Tung, Gao Cong, Xin Xu. "COBBLER: Combining Column and Row Enumeration for Closed Pattern Discovery". 16th International Conference on Scientific and Statistical Database Management, 21-23 June 2004 Santorini Island Greece.

· Xia Cao, Shuai Cheng Li, Beng. Chin Ooi, Anthony K. H. Tung: Piers: An Efficient Model for Similarity Search in DNA Sequence Databases. Sigmod Record, Special Issue 2004.

· Gao Cong, Anthony K. H. Tung, Xin Xu, Feng Pan, Jiong Yang. "FARMER: Finding Interesting Rule Groups in Microarray Datasets". Accepted and to appear in 23rd ACM International Conference on Management of Data (SIGMOD'04), June 13-18, 2004, Maison de la Chimie, Paris, France.

· H. V. Jagadish, Raymond T. Ng, Beng Chin Ooi, Anthony K. H. Tung, "ItCompress: An Iterative Semantic Compression Algorithm". International Conference on Data Engineering (ICDE'2004), Boston, 2004. (to appear)

· Gao Cong, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung, "Go Green: Recycle and Reuse Frequent Patterns". International Conference on Data Engineering (ICDE'2004), Boston, 2004. (to appear)

· Nick Koudas, Beng Chin Ooi, Heng Tao Shen, Anthony K. H. Tung. "LDC: Enabling Search By Partial Distance In A Hyper-Dimensional Space". International Conference on Data Engineering (ICDE'2004), Boston, 2004. (to appear)

2003

· Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed Zaki, "CARPENTER: Finding Closed Patterns in Long Biological Datasets", In Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'03), Washington, DC, USA, August 24-27, 2003.

· Zhenqiang Tan, Xia Cao, Beng Chin Ooi, Anthony K. H. Tung, "The ed-tree: An Index for Large DNA Sequence Databases", SSDBM 2003

· Hongyu Wang, Beng Chin Ooi, Anthony K. H. Tung, "Search: Mining Retrieval History for Content-Based Image Retrieval". DASFAA 2003, 275-283

2001

· Wen Jin, Anthony K. H. Tung , Jiawei. Han, “Finding Top-n Local Outliers in Large Database”, in 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (SIGKDD’01).

· Anthony K. H. Tung, Jean Hou, Jiawei Han, “Clustering in the Presence of Obstacles”. In Proc. of 17th International Conference on Data Engineering (ICDE’01), Heidelberg, Germany p359-367.

· Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan,, Jiawei Han, “Constrained Clustering on Large Database” , Proc. 8th Intl. Conf. on Database Theory (ICDT’01), London, UK, Jan. 2001, p405-419.

· Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng, “Efficient Discovery of Inter-Transaction Association Rules”, IEEE Transactions on Knowledge and Data Engineering (TKDE). Accepted with minor revision on 17 Mar 2001.

2000

· Anthony K. H. Tung, Jean Hou, Jiawei Han, “COE: Clustering with Obstacle Entities, A Preliminary Study “, Proc. 4th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'00), Kyoto, Japan, April 2000.

1999

· Anthony K. H. Tung, Hongjun Lu, Jiawei Han, L. Feng, “Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules” , Proc. 5th ACM SIGKDD Intl. Conf. on Knowledge Discovery and Data Mining (KDD'99), San Diego, CA, Aug. 1999, p297-300.

1998

· Anthony K. H. Tung, Y. C. Tay, Hongjun Lu, “BROOM: Buffer Replacement using Online Optimization by Mining.”, Proc. 7th International Conference on Information and Knowledge Management (CIKM’98), p185-192

· L. Feng, Hongjun Lu, Y. C. Tay, Anthony K. H. Tung, “Buffer Management in Distributed Database Systems: A Data Mining-Based Approach.”, Proc. 6th International Conference on Extending Database Technology (EDBT’98), p246-260.

Book Chapters

Jiawei Han, Anthony K. H. Tung, J. He, “ SPARC: Spatial Association Rule-based Classification”, to appear in V. Kumar et al. (eds.), “Data Mining for Scientific and Engineering Applications", Kluwer Academic Press, 2001.
Jiawei Han, M. Kamber, Anthony K. H. Tung. “Spatial Clustering Methods in Data Mining: A Survey”. to appear in H. Miller and Jiawei Han (eds.), “Geographic Data Mining and Knowledge Discovery” , Taylor and Francis, 2001.

Thesis

· Anthony K. H. Tung, "Buffer Replacement using Online Optimization by Mining", M.Sc Thesis, School of Computing, National University of Singapore, 1998.

· Anthony K. H. Tung, "Parking in the Marina", Honour Thesis, School of Computing, National University of Singapore, 1997.

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