Journal/Conferences
2023
· Qiang Huang, Pingyi Luo, Anthony
K. H. Tung. A New Sparse Data Clustering Method Based on Frequent Items. To appear
in Proceedings of the 2023 ACM SIGMOD/PODS International Conference on
Management of Data (SIGMOD), Seattle, WA, USA, June 18-23, 2023.
· Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang. A Stitch in Time Saves Nine: Enabling Early
Anomaly Detection with Correlation Analysis. To appear in 2023 IEEE 39th International Conference on Data
Engineering (ICDE),
Anaheim, CA, USA, April 3-7, 2023.
· Qiang Huang, Anthony K. H. Tung. Lightweight-Yet-Efficient: Revitalizing
Ball-Tree for Point-to-Hyperplane Nearest Neighbor Search. To appear in 2023 IEEE 39th International Conference on Data
Engineering (ICDE),
Anaheim, CA, USA, April 3-7, 2023. [code][data][arxiv]
· Qiang Huang, Yanhao Wang, Anthony K. H. Tung. SAH: Shifting-Aware Asymmetric Hashing for Reverse k Maximum
Inner Product Search. To appear in Proceedings of the 37th AAAI
Conference on Artificial Intelligence (AAAI),
Washington, DC, USA, February 7-14, 2023. (Oral) [code][data][slides][poster][arxiv][video]
· Wei Zeng, Chengqiao Lin,
Kang Liu, Juncong Lin, Anthony K. H. Tung: Modeling
Spatial Nonstationarity via Deformable Convolutions
for Deep Traffic Flow Prediction. IEEE Trans. Knowl.
Data Eng. 35(3): 2796-2808 (2023)
· Tianye Zhang, Haozhe Feng, Wei
Chen, Zexian Chen, Wenting
Zheng, Xiaonan Luo, Wenqi
Huang, Anthony K. H. Tung: ChartNavigator: An
Interactive Pattern Identification and Annotation Framework for Charts. IEEE
Trans. Knowl. Data Eng. 35(2): 1258-1269 (2023)
2022
· Shuang Wu, Mohan S. Kankanhalli,
Anthony K. H. Tung: Superclass-aware network for few-shot learning. Comput. Vis. Image Underst. 216:
103349 (2022)
· Yifan Lei, Qiang Huang, Mohan S. Kankanhalli, Anthony K. H. Tung: DIOT: Detecting Implicit
Obstacles from Trajectories. DASFAA (1) 2022: 232-240
2021
· Qiang Huang, Yifan Lei, Anthony
K. H. Tung: Point-to-Hyperplane Nearest Neighbor Search Beyond the Unit
Hypersphere. SIGMOD Conference 2021: 777-789
· Yueji Yang, Yuchen Li, Panagiotis
Karras, Anthony K. H. Tung: Context-aware Outstanding
Fact Mining from Knowledge Graphs. KDD 2021: 2006-2016
· Yueji Yang, Yuchen Li, Anthony K.
H. Tung: NewsLink: Empowering Intuitive News Search
with Knowledge Graphs. ICDE 2021: 876-887
· Yixuan Tang, Hwee Tou Ng, Anthony K. H. Tung: Do Multi-Hop Question Answering
Systems Know How to Answer the Single-Hop Sub-Questions? EACL 2021: 3244-3249
2020
· Fei Wang, Yifan Lei, Zhenguang Liu, Xun Wang, Shouling Ji, Anthony K. H. Tung: Fast and parameter-light
rare behavior detection in maritime trajectories. Inf. Process. Manag. 57(5): 102268 (2020)
· Yuxin Ma, Anthony K. H. Tung, Wei Wang, Xiang Gao, Zhigeng Pan, Wei Chen: ScatterNet:
A Deep Subjective Similarity Model for Visual Analysis of Scatterplots. IEEE
Trans. Vis. Comput. Graph. 26(3): 1562-1576 (2020)
· Shuang Wu, Shaojing Fan, Zhiqi Shen, Mohan S. Kankanhalli,
Anthony K. H. Tung: Who You Are Decides How You Tell. ACM Multimedia 2020:
4013-4022
· Yifan Lei, Qiang Huang, Mohan S. Kankanhalli, Anthony K. H. Tung: Locality-Sensitive Hashing
Scheme based on Longest Circular Co-Substring. SIGMOD Conference 2020:
2589-2599
2019
· Yixuan Tang, Jisong Yang, Pei San
Ang, Sreemanee Raaj Dorajoo, Belinda Foo, Sally Soh, Siew Har Tan, Mun Yee Tham, Qing Ye, Lynette P. Shek,
Cynthia Sung, Anthony K. H. Tung: Detecting adverse drug reactions in discharge
summaries of electronic medical records using Readpeer.
Int. J. Medical Informatics 128: 62-70 (2019)
· Ramon Bespinyowong, Anthony
K. H. Tung: kBrowse: kNN
Graph Browser. CIKM 2019: 2933-2936
· Yueji Yang, Divyakant Agrawal, H.
V. Jagadish, Anthony K. H. Tung, Shuang Wu: An Efficient Parallel Keyword
Search Engine on Knowledge Graphs. ICDE 2019: 338-349
· Yifan Lei, Qiang Huang, Mohan S. Kankanhalli, Anthony K. H. Tung: Sublinear Time Nearest
Neighbor Search over Generalized Weighted Space. ICML 2019: 3773-3781
2018
· Ran Jin,
Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi, Yuting Gu: DIM: a
distributed air index based on MapReduce for spatial query processing in road
networks. EURASIP J. Wirel. Commun.
Netw. 2018: 280 (2018)
· Ran Jin,
Gang Chen, Anthony K. H. Tung, Lidan Shou, Beng Chin Ooi: An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data. KSII Trans.
Internet Inf. Syst. 12(6): 2761-2781 (2018)
· Zhe Peng, Tongtong Wang, Wei Lu, Hao Huang, Xiaoyong
Du, Feng Zhao, Anthony K. H. Tung: Mining frequent subgraphs from tremendous amount of small graphs using MapReduce. Knowl.
Inf. Syst. 56(3): 663-690 (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)
· Qi Guo, H. V. Jagadish,
Anthony Kum Hoe Tung, Yuxin Zheng: Finding Diverse
Neighbors in High Dimensional Space. ICDE 2018: 905-916
· Qiang Huang, Guihong Ma, Jianlin Feng, Qiong Fang, Anthony K. H. Tung:
Accurate and Fast
Asymmetric Locality-Sensitive Hashing Scheme for Maximum Inner Product Search.
KDD 2018: 1561-1570
·
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
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