2008
Zhenjie Zhang, Yin Yang, Anthony K.H. Tung, and Dimitris Papadias. Continuous k-Means Monitoring over Moving Objects. Submitted and undergoing minior revisions in TKDE.
,
,
,
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.
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
"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".
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.
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.
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.
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.
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.