Anthony K. H. TUNG 's List of Publication by Topic

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Similarity Search

• Bei Yu,  Guoliang Li(Tsinghua); Karen Sollins(MIT), Anthony K. H. Tung.  "Effective Keyword-based Selection of Relational Databases".  accepted and to appear in ACM SIGMOD Int'l. Conference on Management of Data , Beijing, 2007 (SIGMOD'07).
   
• 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 (to appear).
   
• 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
   

• 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.
   

• 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, Beng. Chin Ooi,  Anthony K. H. Tung: Piers: An Efficient Model for Similarity Search in DNA Sequence Databases. Sigmod Record, Special Issue 2004.
   

• 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) 

Skyline and Dominance Relationship Analysis

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

Data Mining Application

• 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) 

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

• 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, Y. C. Tay, Hongjun Lu, “BROOM: Buffer Replacement using Online Optimization by Mining.”, Proc. 7^th 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. 6^th International Conference on Extending  Database Technology (EDBT’98), p246-260.  

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

Cube Computation

• 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, Seattle, WA, USA.

Association Mining

• 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.

• 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 2004), Maison de la Chimie, Paris, France - June 13-18, 2004
  

• 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)

• Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed Zaki, "CARPENTER: Finding Closed Patterns in Long Biological Datasets", SIGKDD 2003

• Anthony K. H. Tung, Hongjun Lu, Jiawei Han, L. Feng,  “Efficient Discovery of Inter-Transaction Association Rules”, IEEE Transactions on Knowledge and Data Engineering (TKDE). Accepted.

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

Classification

• Jiawei Han, Anthony K. H. Tung, Jing 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.  

Clustering

• Anthony K. H. Tung, Jean Hou, Jiawei Han,  “Clustering in the Presence of Obstacles”. In Proc. of 17^th 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. 8^th Intl. Conf. on Database Theory (ICDT’01), London, UK, Jan. 2001, p405-419. 

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

Outlier Detection

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

Bioinfomatics

• 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.

• 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

• 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.

• 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.

• 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

• 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), Toronto, ON, Canada, August 30 - September 3, 2004.

• 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.

• 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, 21-23 June 2004 Santorini Island Greece.

• Tan, Zhenqiang, Anthony K. H. Tung. "Clustering Substructure from Sequential 3D Protein Database". International Conference on Data Engineering (ICDE'2004), Boston, 2004.

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

High Dimensional Indexing

• 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) 

Revised: October 16, 2007 .