Journal/Conferences
2018
·
Jingbo Zhou, Qi Guoy, H. V.
Jagadish, Lubos Krcaly, Siyuan Liu Wenhao Luan, Anthony K. H. Tung, Yueji Yang,
Yuxin Zheng: A
Generic Inverted Index Framework for Similarity Search on the GPU.
Accepted in ICDE 2018.
·
Jiazhi Xia, Fenjin Ye, Wei Chen, Yusi Wang, Weifeng Chen, Yuxin Ma, Anthony
K. H. Tung:
LDSScanner: Exploratory Analysis of Low-Dimensional Structures
in High-Dimensional Datasets. IEEE Trans. Vis.
Comput. Graph. 24(1): 236-245 (2018)
2017
·
Chao Wang, Yihao Feng, Qi Guo, Zhaoxian Li, Kexin Liu, Zijian Tang, Anthony
K. H. Tung, Lifu Wu, Yuxin Zheng:
ARShop: A Cloud-based Augmented Reality System for Shopping. PVLDB 10(12): 1845-1848(2017)
·
Yuxin Ma, Wei Chen, Xiaohong Ma, Jiayi Xu, Xinxin Huang, Ross Maciejewski, Anthony K. H. Tung:
EasySVM: A visual analysis approach for open-box support
vector machines. Computational
Visual Media 3(2): 161-175 (2017)
2016
2015
2014
·
Yuxin
Zheng, Zhifeng Bao, Lidan Shou, Anthony K. H. Tung. MESA: A Map
Service to Support Fuzzy Type-ahead Search over Geo-Textual Data. PVLDB 7(13): 1545-1548 (2014)
·
Sai Wu, Xiaoli
Wang, Sheng Wang, Zhenjie Zhang, Anthony K. H. Tung. K-Anonymity
for Crowdsourcing Database. IEEE Trans. Knowl. Data
Eng. 26(9): 2207-2221 (2014)
·
Wei Kang, Anthony K. H.
Tung, Wei Chen, Xinyu Li , Qiyue Song，Chao Zhang, Feng Zhao, Xiajuan Zhou. Trendspedia:
An Internet Observatory for Analyzing and Visualizing the Evolving Web.
ICDE’2014 (Demonstration Website)
·
Wei Kang, Anthony K.H.
Tung, Feng Zhao, Xinyu Li. Interactive
Hierarchical Tag Clouds for Summarizing Spatiotemporal Social Contents.
ICDE’2014 (Demonstration
Website)
2013
·
Jingbo Zhou, Anthony K. H.
Tung, Wei Wu, Wee Siong Ng. R2-D2: a System to Support
Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy"
Learning. PVLDB
6(12): 1366-1369 (Demonstration Website)
·
Xiaoli Wang, Xiaofeng
Ding, Anthony K. H. Tung, Zhenjie Zhang. Efficient
and Effective KNN Sequence Search with Approximate n-grams. PVLDB 7(1): 1-12 (2013)
·
Chuitian Rong, Wei
Lu, Xiaoli Wang, Xiaoyong Du, Yueguo Chen, Anthony K. H. Tung. Efficient
and Scalable Processing of String Similarity Join. IEEE Trans. Knowl. Data Eng. 25(10):
2217-2230
·
Dongxiang Zhang, Kian-Lee
Tan, Anthony K. H. Tung: Scalable top-k spatial
keyword search. EDBT 2013: 359-370
·
Chen Liu, Anthony K. H.
Tung: Twitter+:
Build personalized newspaper for Twitter. ICDE 2013:
1272-1275
·
Jingbo Zhou, Anthony K. H.
Tung, Wei Wu, Wee Siong Ng: A
"semi-lazy" approach to probabilistic path prediction. KDD 2013: 748-756
2012
·
Feng
Zhao, Anthony K. H. Tung: Large Scale Cohesive
Subgraphs Discovery for Social Network Visual Analysis. PVLDB
6(2): 85-96
·
Jia Xu, Zhenjie
Zhang, Anthony K. H. Tung, Ge Yu: Efficient and
effective similarity search over probabilistic data based on Earth Mover's
Distance. VLDB J. 21(4): 535-559
·
Zhan Su, Anthony K. H.
Tung, Zhenjie Zhang: Supporting top-K item exchange
recommendations in large online communities. EDBT
2012: 97-108
·
Yueguo Chen, Bin
Cui, Xiaoyong Du, Anthony K. H. Tung: Efficient
approximation of the maximal preference scores by lightweight cubic views. EDBT
2012: 240-251
·
Xiaoli Wang, Xiaofeng
Ding, Anthony K. H. Tung, Shanshan Ying, Hai Jin: An
Efficient Graph Indexing Method. ICDE 2012:
210-221
·
Chen Liu, Sai Wu, Shouxu
Jiang, Anthony K. H. Tung: Cross Domain Search by
Exploiting Wikipedia. ICDE 2012: 546-557
·
Jia Xu, Qiushi Bai, Yu
Gu, Anthony K. H. Tung, Guoren Wang, Ge Yu, Zhenjie
Zhang. EUDEMON: A
System for Online Video Frame Copy Detection by Earth Mover's Distance. ICDE 2012: 1233-1236
2011
·
Meiyu Lu, Divyakant Agrawal, Bing
Tian Dai, Anthony K. H. Tung. “Schema-As-You-Go: On
Probabilistic Tagging and Querying of Wide Tables”, SIGMOD 2011.
·
Nan Wang, Jingbo Zhang, Kian-Lee
Tan, Anthony K. H. Tung. “On Triangulation based Dense Neighborhood Graphs Discovery”,
PVLDB 2011.
·
Dongxiang Zhang, Divyakant Agrawal, Gang Chen,
Anthony K. H. Tung. HashFile : An Efficient Index Structure For
Multimedia Data The 27th IEEE International Conference on Data Engineering (ICDE) 2011
·
Ruichu Cai, Anthony K. H.
Tung, Zhenjie Zhang, Zhifeng Hao. What is Unequal among
the Equals? Ranking Equivalent Rules from Gene Expression Data. IEEE Trans. Knowl. Data Eng. 23(11): 1735-1747
·
David Jiang, Anthony K. H.
Tung, Gang Chen: MAP-JOIN-REDUCE: Toward Scalable and
Efficient Data Analysis on Large Clusters. IEEE Trans. Knowl. Data Eng.
23(9): 1299-1311
·
Feng Zhao, Xiaolong
Zhang, Anthony K. H. Tung, Gang Chen: BROAD:
Diversified Keyword Search in Databases. PVLDB
4(12): 1355-1358
·
Gang Chen, Chen Liu, Meiyu
Lu, Beng Chin Ooi, Shanshan Ying, Anthony K. H.
Tung, Dongxiang Zhang, Meihui Zhang: A cross-service travel engine for
trip planning. SIGMOD
Conference 2011: 1251-1254
2010
·
Jia Xu, Zhenjie Zhang, Anthony K. H. Tung, and Ge Yu.
"Efficient and Effective Similarity Search
over Probabilistic Data Based on Earth Mover's Distance". to
appear in VLDB 2010, a preliminary version on Technical
Report TRA5-10, National University of Singapore. [Codes & Data]
·
Feng Zhao, Gautam Das,
Kian-Lee Tan, Anthony K. H. Tung. Call
to Order: A Hierarchical Browsing Approach to Eliciting Users' Preference.
Accepted and to appear in SIGMOD 2010.
·
Bin Cui, Anthony K. H.
Tung, Ce Zhang, Zhe Zhao. Multiple
Features Fusion for Social Media Applications. Accepted and to
appear in SIGMOD 2010.
·
Dongxiang
Zhang, Beng Chin Ooi, Anthony K. H. Tung. Locating Mapped Resources in Web 2.0. Accepted
and to appear in ICDE 2010
·
Beng Chin Ooi, Kian-Lee Tan, and
Anthony Tung. Sense the Physical, Walk Through the
Virtual, Manage the Co (existing) Spaces: A Database Perspective.
SIGMOD Record, November 2009
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
35th 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 35th 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.
·
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. 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.
·
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.
- 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.
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