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ORCIDDavid Wai-Lok Cheung
David W. Cheung
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- affiliation: University of Hong Kong
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2010 – 2019
- 2019
[j60]Hui Li, Yu Liu, Yuqiu Qian, Nikos Mamoulis, Wenting Tu, David W. Cheung:
HHMF: hidden hierarchical matrix factorization for recommender systems. Data Min. Knowl. Discov. 33(6): 1548-1582 (2019)- 2018
- [j59]Wenting Tu, Min Yang
, David W. Cheung, Nikos Mamoulis:
Investment recommendation by discovering high-quality opinions in investor based social networks. Inf. Syst. 78: 189-198 (2018) - [j58]Wenting Tu, David W. Cheung, Nikos Mamoulis, Min Yang, Ziyu Lu:
Activity Recommendation with Partners. ACM Trans. Web 12(1): 4:1-4:29 (2018) - [c113]Yuqiu Qian, Conghui Tan, Nikos Mamoulis, David W. Cheung:
DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching. WSDM 2018: 450-458 - 2017
- [j57]Ziyu Lu, Hao Wang, Nikos Mamoulis, Wenting Tu, David W. Cheung:
Personalized location recommendation by aggregating multiple recommenders in diversity. GeoInformatica 21(3): 459-484 (2017) - [j56]Wenting Tu, David W. Cheung, Nikos Mamoulis:
More focus on what you care about: Personalized top reviews set. Neurocomputing 254: 3-12 (2017) - [j55]Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng, David W. Cheung:
Efficient processing of shortest path queries in evolving graph sequences. Inf. Syst. 70: 18-31 (2017) - [j54]Yu Liu, Martin Ester, Yuqiu Qian, Bo Hu, David W. Cheung:
Microscopic and Macroscopic Spatio-Temporal Topic Models for Check-in Data. IEEE Trans. Knowl. Data Eng. 29(9): 1957-1970 (2017) - [c112]Wai Kit Wong, Kwok-Wai Wong, Ho-Yin Yue, David W. Cheung:
Non-order-preserving Index for Encrypted Database Management System. DEXA (2) 2017: 190-198 - [c111]Yuqiu Qian, Hui Li, Nikos Mamoulis, Yu Liu, David W. Cheung:
Reverse k-Ranks Queries on Large Graphs. EDBT 2017: 37-48 - [c110]Ziyu Lu, Hui Li, Nikos Mamoulis, David W. Cheung:
HBGG: a Hierarchical Bayesian Geographical Model for Group Recommendation. SDM 2017: 372-380 - [c109]Yuqiu Qian, Ziyu Lu, Nikos Mamoulis, David W. Cheung:
P-LAG: Location-Aware Group Recommendation for Passive Users. SSTD 2017: 242-259 - 2016
- [j53]Maria Lin, David W. Cheung:
An automatic approach for tagging Web services using machine learning techniques. Web Intell. 14(2): 99-118 (2016) - [c108]Yu Liu, Baojian Zhou, Feng Chen, David W. Cheung:
Graph Topic Scan Statistic for Spatial Event Detection. CIKM 2016: 489-498 - [c107]Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis, Min Yang, Ziyu Lu:
Investment Recommendation using Investor Opinions in Social Media. SIGIR 2016: 881-884 - 2015
- [j52]Shen Ge, Leong Hou U, Nikos Mamoulis, David Wai-Lok Cheung:
Dominance relationship analysis with budget constraints. Knowl. Inf. Syst. 42(2): 409-440 (2015) - [j51]Zhian He, Wai Kit Wong, Ben Kao, David Wai-Lok Cheung, Rongbin Li, Siu-Ming Yiu, Eric Lo:
SDB: A Secure Query Processing System with Data Interoperability. Proc. VLDB Endow. 8(12): 1876-1879 (2015) - [j50]Yongtao Ye, David Wai-Lok Cheung, Yadong Wang, Siu-Ming Yiu, Qing Zhan, Tak Wah Lam, Hing-Fung Ting:
GLProbs: Aligning Multiple Sequences Adaptively. IEEE ACM Trans. Comput. Biol. Bioinform. 12(1): 67-78 (2015) - [c106]Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis:
Improving Microblog Retrieval from Exterior Corpus by Automatically Constructing Microblogging Corpus. AAAI 2015: 4212-4213 - [c105]Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis:
Time-Sensitive Opinion Mining for Prediction. AAAI 2015: 4214-4215 - [c104]Chang Wan, Xiang Li, Ben Kao, Xiao Yu, Quanquan Gu, David Wai-Lok Cheung, Jiawei Han:
Classification with Active Learning and Meta-Paths in Heterogeneous Information Networks. CIKM 2015: 443-452 - [c103]Yu Liu, Martin Ester, Bo Hu, David W. Cheung:
Spatio-Temporal Topic Models for Check-in Data. ICDM 2015: 889-894 - [c102]Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis, Min Yang, Ziyu Lu:
Real-time Detection and Sorting of News on Microblogging Platforms. PACLIC 2015 - [c101]Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis, Min Yang, Ziyu Lu:
Activity-Partner Recommendation. PAKDD (1) 2015: 591-604 - [c100]Ziyu Lu, Hao Wang, Nikos Mamoulis, Wenting Tu, David W. Cheung:
Personalized Location Recommendation by Aggregating Multiple Recommenders in Diversity. LocalRec@RecSys 2015: 28-35 - [e7]Tru H. Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu Bao Ho, David Wai-Lok Cheung, Hiroshi Motoda:
Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part I. Lecture Notes in Computer Science 9077, Springer 2015, ISBN 978-3-319-18037-3 [contents] - [e6]Tru H. Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu Bao Ho, David Wai-Lok Cheung, Hiroshi Motoda:
Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia Conference, PAKDD 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015, Proceedings, Part II. Lecture Notes in Computer Science 9078, Springer 2015, ISBN 978-3-319-18031-1 [contents] - [e5]Xiaoli Li, Tru H. Cao, Ee-Peng Lim, Zhi-Hua Zhou, Tu Bao Ho, David Wai-Lok Cheung, Hiroshi Motoda:
Trends and Applications in Knowledge Discovery and Data Mining - PAKDD 2015 Workshops: BigPMA, VLSP, QIMIE, DAEBH, Ho Chi Minh City, Vietnam, May 19-21, 2015. Revised Selected Papers. Lecture Notes in Computer Science 9441, Springer 2015, ISBN 978-3-319-25659-7 [contents] - 2014
- [j49]Fei Wang, Philip L. H. Yu, David W. Cheung:
Combining technical trading rules using particle swarm optimization. Expert Syst. Appl. 41(6): 3016-3026 (2014) - [c99]Chenghui Ren, Luyi Mo, Ben Kao, Reynold Cheng, David W. Cheung:
CLUDE: An Efficient Algorithm for LU Decomposition Over a Sequence of Evolving Graphs. EDBT 2014: 319-330 - [c98]Fei Wang, Philip L. H. Yu, David W. Cheung:
Combining technical trading rules using parallel particle swarm optimization based on Hadoop. IJCNN 2014: 3987-3994 - [c97]Ziyu Lu, Nikos Mamoulis, David W. Cheung:
A collective topic model for milestone paper discovery. SIGIR 2014: 1019-1022 - [c96]Jieming Shi, Nikos Mamoulis, Dingming Wu, David W. Cheung:
Density-based place clustering in geo-social networks. SIGMOD Conference 2014: 99-110 - [c95]Wai Kit Wong, Ben Kao, David Wai-Lok Cheung, Rongbin Li, Siu-Ming Yiu:
Secure query processing with data interoperability in a cloud database environment. SIGMOD Conference 2014: 1395-1406 - [c94]Maria Lin, David W. Cheung:
Automatic Tagging Web Services Using Machine Learning Techniques. WI-IAT (1) 2014: 258-265 - 2013
- [j48]Thomas Bernecker, Reynold Cheng, David W. Cheung, Hans-Peter Kriegel, Sau Dan Lee, Matthias Renz, Florian Verhein, Liang Wang, Andreas Züfle:
Model-based probabilistic frequent itemset mining. Knowl. Inf. Syst. 37(1): 181-217 (2013) - [j47]Ye Zhang, Wai Kit Wong, Siu-Ming Yiu, Nikos Mamoulis, David W. Cheung:
Lightweight Privacy-Preserving Peer-to-Peer Data Integration. Proc. VLDB Endow. 6(3): 157-168 (2013) - [j46]Zhizhong Zhang, Chuan Wu, David Wai-Lok Cheung:
A survey on cloud interoperability: taxonomies, standards, and practice. SIGMETRICS Perform. Evaluation Rev. 40(4): 13-22 (2013) - [j45]Shen Ge, Leong Hou U, Nikos Mamoulis, David W. Cheung:
Efficient All Top-$(k)$ Computation - A Unified Solution for All Top-$(k)$, Reverse Top-$(k)$ and Top-$(m)$ Influential Queries. IEEE Trans. Knowl. Data Eng. 25(5): 1015-1027 (2013) - [j44]Kevin Y. Yip, Ben Kao, Xinjie Zhu, Chun Kit Chui, Sau Dan Lee, David W. Cheung:
Mining Order-Preserving Submatrices from Data with Repeated Measurements. IEEE Trans. Knowl. Data Eng. 25(7): 1587-1600 (2013) - [c93]Yongtao Ye, David W. Cheung, Yadong Wang, Siu-Ming Yiu, Qing Zhan, Tak Wah Lam, Hing-Fung Ting:
GLProbs: Aligning multiple sequences adaptively. BCB 2013: 152 - [c92]Luyi Mo, Reynold Cheng, Ben Kao, Xuan S. Yang, Chenghui Ren, Siyu Lei, David W. Cheung, Eric Lo:
Optimizing plurality for human intelligence tasks. CIKM 2013: 1929-1938 - [c91]Luyi Mo, Reynold Cheng, Xiang Li, David W. Cheung, Xuan S. Yang:
Cleaning uncertain data for top-k queries. ICDE 2013: 134-145 - [c90]Xuan S. Yang, Reynold Cheng, Luyi Mo, Ben Kao, David W. Cheung:
On incentive-based tagging. ICDE 2013: 685-696 - [c89]Xuan Liu, David Wai-Lok Cheung, Hing-Fung Ting, Tak Wah Lam, Siu-Ming Yiu:
LCR_Finder: A de Novo Low Copy Repeat Finder for Human Genome. ISBRA 2013: 125-136 - 2012
- [j43]Liang Wang, David Wai-Lok Cheung, Reynold Cheng, Sau Dan Lee, Xuan S. Yang:
Efficient Mining of Frequent Item Sets on Large Uncertain Databases. IEEE Trans. Knowl. Data Eng. 24(12): 2170-2183 (2012) - [j42]Jian Gong, Reynold Cheng, David W. Cheung:
Efficient management of uncertainty in XML schema matching. VLDB J. 21(3): 385-409 (2012) - [c88]Fei Wang, Philip L. H. Yu, David W. Cheung:
Complex stock trading strategy based on Particle Swarm Optimization. CIFEr 2012: 1-6 - [c87]Chang Wan, Ben Kao, David W. Cheung:
Location-sensitive resources recommendation in social tagging systems. CIKM 2012: 1960-1964 - [c86]Reynold Cheng, Jian Gong, David W. Cheung, Jiefeng Cheng:
Evaluating Probabilistic Queries over Uncertain Matching. ICDE 2012: 1096-1107 - [e4]Paolo Atzeni, David W. Cheung, Sudha Ram:
Conceptual Modeling - 31st International Conference ER 2012, Florence, Italy, October 15-18, 2012. Proceedings. Lecture Notes in Computer Science 7532, Springer 2012, ISBN 978-3-642-34001-7 [contents] - 2011
- [j41]Wang Kay Ngai, Ben Kao, Reynold Cheng, Michael Chau, Sau Dan Lee, David W. Cheung, Kevin Y. Yip:
Metric and trigonometric pruning for clustering of uncertain data in 2D geometric space. Inf. Syst. 36(2): 476-497 (2011) - [j40]Liwen Sun, Reynold Cheng, Xiang Li, David W. Cheung, Jiawei Han:
On Link-based Similarity Join. Proc. VLDB Endow. 4(11): 714-725 (2011) - 2010
- [j39]Thomas Y. Lee, David W. Cheung:
Formal Models and Algorithms for XML Data Interoperability. J. Comput. Sci. Eng. 4(4): 313-349 (2010) - [j38]Shiming Zhang, Nikos Mamoulis, Ben Kao, David Wai-Lok Cheung:
Efficient Skyline Evaluation over Partially Ordered Domains. Proc. VLDB Endow. 3(1): 1255-1266 (2010) - [j37]Ben Kao, Sau Dan Lee, Foris K. F. Lee, David Wai-Lok Cheung, Wai-Shing Ho:
Clustering Uncertain Data Using Voronoi Diagrams and R-Tree Index. IEEE Trans. Knowl. Data Eng. 22(9): 1219-1233 (2010) - [c85]Liang Wang, Reynold Cheng, Sau Dan Lee, David Wai-Lok Cheung:
Accelerating probabilistic frequent itemset mining: a model-based approach. CIKM 2010: 429-438 - [c84]Reynold Cheng, Jian Gong, David W. Cheung:
Managing uncertainty of XML schema matching. ICDE 2010: 297-308 - [c83]David W. Cheung, Nikos Mamoulis, Wai Kit Wong, Siu-Ming Yiu, Ye Zhang:
Anonymous Fuzzy Identity-Based Encryption for Similarity Search. ISAAC (1) 2010: 61-72 - [c82]Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng:
Mining uncertain data with probabilistic guarantees. KDD 2010: 273-282 - [c81]Ye Zhang, Man Ho Au, Duncan S. Wong, Qiong Huang, Nikos Mamoulis, David W. Cheung, Siu-Ming Yiu:
Oblivious Transfer with Access Control : Realizing Disjunction without Duplication. Pairing 2010: 96-115 - [c80]Wai Kit Wong, Nikos Mamoulis, David Wai-Lok Cheung:
Non-homogeneous generalization in privacy preserving data publishing. SIGMOD Conference 2010: 747-758 - [c79]Chun Kit Chui, Ben Kao, Eric Lo, David W. Cheung:
S-OLAP: an OLAP system for analyzing sequence data. SIGMOD Conference 2010: 1131-1134
2000 – 2009
- 2009
- [j36]Kevin Y. Yip, Lin Cheung, David W. Cheung, Liping Jing, Michael K. Ng:
A semi-supervised approach to projected clustering with applications to microarray data. Int. J. Data Min. Bioinform. 3(3): 229-259 (2009) - [j35]Wai Kit Wong, David Wai-Lok Cheung, Edward Hung, Ben Kao, Nikos Mamoulis:
An Audit Environment for Outsourcing of Frequent Itemset Mining. Proc. VLDB Endow. 2(1): 1162-1172 (2009) - [c78]Jian Gong, David W. Cheung, Nikos Mamoulis, Ben Kao:
XML Data Integration Using Fragment Join. DASFAA 2009: 334-338 - [c77]Yingjie Cui, Wai Kit Wong, David W. Cheung:
Privacy-Preserving Clustering with High Accuracy and Low Time Complexity. DASFAA 2009: 456-470 - [c76]Jiangtao Ren, Sau Dan Lee, Xianlu Chen, Ben Kao, Reynold Cheng, David Wai-Lok Cheung:
Naive Bayes Classification of Uncertain Data. ICDM 2009: 944-949 - [c75]Thomas Y. T. Lee, Patrick K. Yee, David Wai-Lok Cheung:
E-government Data Interoperability Framework in Hong Kong. IESA 2009: 239-244 - [c74]Wai Kit Wong, David Wai-Lok Cheung, Ben Kao, Nikos Mamoulis:
Secure kNN computation on encrypted databases. SIGMOD Conference 2009: 139-152 - [c73]Shiming Zhang, Nikos Mamoulis, David W. Cheung:
Scalable skyline computation using object-based space partitioning. SIGMOD Conference 2009: 483-494 - [e3]David Wai-Lok Cheung, Il-Yeol Song, Wesley W. Chu, Xiaohua Hu, Jimmy Lin:
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009. ACM 2009, ISBN 978-1-60558-512-3 [contents] - [i1]Ye Zhang, Nikos Mamoulis, David W. Cheung, Siu-Ming Yiu, Wai Kit Wong:
Anonymous Fuzzy Identity-based Encryption for Similarity Search. IACR Cryptol. ePrint Arch. 2009: 496 (2009) - 2008
- [j34]Wing-Sze Leung, Marie C. M. Lin, David Wai-Lok Cheung, Siu-Ming Yiu:
Filtering of false positive microRNA candidates by a clustering-based approach. BMC Bioinform. 9(S-12) (2008) - [c72]David Wai-Lok Cheung:
Security and Integrity in Outsourcing of Data Mining. GrC 2008: 1 - [c71]Ben Kao, Sau Dan Lee, David W. Cheung, Wai-Shing Ho, K. F. Chan:
Clustering Uncertain Data Using Voronoi Diagrams. ICDM 2008: 333-342 - [c70]Bin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han:
Mining preferences from superior and inferior examples. KDD 2008: 390-398 - [c69]Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu:
Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. PAKDD 2008: 381-392 - [c68]Sau Dan Lee, Patrick Yee, Thomas Y. Lee, David Wai-Lok Cheung, Wenjun Yuan:
Descriptive Schema: Semantics-based Query Answering. SemWiki 2008 - [c67]Eric Lo, Ben Kao, Wai-Shing Ho, Sau Dan Lee, Chun Kit Chui, David W. Cheung:
OLAP on sequence data. SIGMOD Conference 2008: 649-660 - 2007
- [j33]Lin Cheung, David W. Cheung, Ben Kao, Kevin Y. Yip, Michael K. Ng:
On mining micro-array data by Order-Preserving Submatrix. Int. J. Bioinform. Res. Appl. 3(1): 42-64 (2007) - [j32]Jian Tang, Zhixiang Chen, Ada Wai-Chee Fu, David W. Cheung:
Capabilities of outlier detection schemes in large datasets, framework and methodologies. Knowl. Inf. Syst. 11(1): 45-84 (2007) - [j31]Minghua Zhang, Ben Kao, David W. Cheung, Kevin Y. Yip:
Mining periodic patterns with gap requirement from sequences. ACM Trans. Knowl. Discov. Data 1(2): 7 (2007) - [j30]Huiping Cao, Nikos Mamoulis, David W. Cheung:
Discovery of Periodic Patterns in Spatiotemporal Sequences. IEEE Trans. Knowl. Data Eng. 19(4): 453-467 (2007) - [j29]Nikos Mamoulis, Man Lung Yiu, Kit Hung Cheng, David W. Cheung:
Efficient top-k aggregation of ranked inputs. ACM Trans. Database Syst. 32(3): 19 (2007) - [c66]David Wai-Lok Cheung, Thomas Y. T. Lee, Patrick K. C. Yee:
Webformer: A Rapid Application Development Toolkit for Writing Ajax Web Form Applications. ICDCIT 2007: 248-253 - [c65]Wang Lian, David W. Cheung, Siu-Ming Yiu:
Maintenance of maximal frequent itemsets in large databases. SAC 2007: 388-392 - [c64]Wai Kit Wong, David W. Cheung, Edward Hung, Ben Kao, Nikos Mamoulis:
Security in Outsourcing of Association Rule Mining. VLDB 2007: 111-122 - 2006
- [j28]Eric Lo, Kevin Y. Yip, King-Ip Lin, David W. Cheung:
Progressive skylining over Web-accessible databases. Data Knowl. Eng. 57(2): 122-147 (2006) - [j27]Eric Lo, David Wai-Lok Cheung, Chi-Yuen Ng, Thomas Lee:
WSIPL: An XML scripting language for integrating web service data and applications. Web Intell. Agent Syst. 4(1): 25-41 (2006) - [c63]Nikos Mamoulis, Kit Hung Cheng, Man Lung Yiu, David W. Cheung:
Efficient Aggregation of Ranked Inputs. ICDE 2006: 72 - [c62]Kevin Y. Yip, Michael K. Ng, David W. Cheung:
Input Validation for Semi-supervised Clustering. ICDM Workshops 2006: 479-483 - [c61]Huiping Cao, Nikos Mamoulis, David W. Cheung:
Discovery of Collocation Episodes in Spatiotemporal Data. ICDM 2006: 823-827 - [c60]Gabriel Pui Cheong Fung, Jeffrey Xu Yu, Haixun Wang, David W. Cheung, Huan Liu:
A Balanced Ensemble Approach to Weighting Classifiers for Text Classification. ICDM 2006: 869-873 - [c59]Kevin Y. Yip, Peishen Qi, Martin H. Schultz, David W. Cheung, Kei-Hoi Cheung:
SemBiosphere: A Semantic Web Approach to Recommending Microarray Clustering Services. Pacific Symposium on Biocomputing 2006: 188-199 - 2005
- [j26]Sio Iong Ao, Kevin Y. Yip, Michael K. Ng, David Wai-Lok Cheung, Pui-Yee Fong, Ian Melhado, Pak Chung Sham:
CLUSTAG: hierarchical clustering and graph methods for selecting tag SNPs. Bioinform. 21(8): 1735-1736 (2005) - [j25]Ben Kao, Minghua Zhang, Chi Lap Yip, David W. Cheung, Usama M. Fayyad:
Efficient Algorithms for Mining and Incremental Update of Maximal Frequent Sequences. Data Min. Knowl. Discov. 10(2): 87-116 (2005) - [j24]Yutao Shou, Nikos Mamoulis, David W. Cheung:
Fast and Exact Warping of Time Series Using Adaptive Segmental Approximations. Mach. Learn. 58(2-3): 231-267 (2005) - [j23]Wang Lian, Nikos Mamoulis, David Wai-Lok Cheung, Siu-Ming Yiu:
Indexing Useful Structural Patterns for XML Query Processing. IEEE Trans. Knowl. Data Eng. 17(7): 997-1009 (2005) - [c58]Kevin Y. Yip, David W. Cheung, Michael K. Ng:
On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering. ICDE 2005: 329-340 - [c57]Lin Cheung, Kevin Y. Yip, David W. Cheung, Ben Kao, Michael K. Ng:
On Mining Micro-array data by Order-Preserving Submatrix. ICDE Workshops 2005: 1153 - [c56]Huiping Cao, Nikos Mamoulis, David W. Cheung:
Mining Frequent Spatio-Temporal Sequential Patterns. ICDM 2005: 82-89 - [c55]Jian Pei, Moonjung Cho, David Wai-Lok Cheung:
Cross Table Cubing: Mining Iceberg Cubes from Data Warehouses. SDM 2005: 461-465 - [c54]Minghua Zhang, Ben Kao, David Wai-Lok Cheung, Kevin Y. Yip:
Mining Periodic Patterns with Gap Requirement from Sequences. SIGMOD Conference 2005: 623-633 - [e2]Tu Bao Ho, David Wai-Lok Cheung, Huan Liu:
Advances in Knowledge Discovery and Data Mining, 9th Pacific-Asia Conference, PAKDD 2005, Hanoi, Vietnam, May 18-20, 2005, Proceedings. Lecture Notes in Computer Science 3518, Springer 2005, ISBN 3-540-26076-5 [contents] - 2004
- [j22]Remko de Knikker, Youjun Guo, Jin-Long Li, Albert K. H. Kwan, Kevin Y. Yip, David W. Cheung, Kei-Hoi Cheung:
A web services choreography scenario for interoperating bioinformatics applications. BMC Bioinform. 5: 25 (2004) - [j21]Kevin Y. Yip, David W. Cheung, Michael K. Ng, Kei-Hoi Cheung:
Identifying projected clusters from gene expression profiles. J. Biomed. Informatics 37(5): 345-357 (2004) - [j20]Edward Hung, David Wai-Lok Cheung, Ben Kao:
Optimization in Data Cube System Design. J. Intell. Inf. Syst. 23(1): 17-45 (2004) - [j19]Wang Lian, David Wai-Lok Cheung, Nikos Mamoulis, Siu-Ming Yiu:
An Efficient and Scalable Algorithm for Clustering XML Documents by Structure. IEEE Trans. Knowl. Data Eng. 16(1): 82-96 (2004) - [j18]Kevin Y. Yip, David W. Cheung, Michael K. Ng:
HARP: A Practical Projected Clustering Algorithm. IEEE Trans. Knowl. Data Eng. 16(11): 1387-1397 (2004) - [c53]Kevin Y. Yip, David W. Cheung, Michael K. Ng, Kei-Hoi Cheung:
Identifying Projected Clusters from Gene Expression Profiles. BIBE 2004: 259-266 - [c52]Wai-Shing Ho, Ben Kao, David Wai-Lok Cheung, Chi Lap Yip, Eric Lo:
SF-Tree: An Efficient and Flexible Structure for Estimating Selectivity of Simple Path Expressions with Statistical Accuracy Guarantee. DASFAA 2004: 52-62 - [c51]Eric Lo, Nikos Mamoulis, David Wai-Lok Cheung, Wai-Shing Ho, Panos Kalnis:
Processing Ad-Hoc Joins on Mobile Devices. DEXA 2004: 611-621 - [c50]Nikos Mamoulis, Huiping Cao, George Kollios, Marios Hadjieleftheriou, Yufei Tao, David W. Cheung:
Mining, indexing, and querying historical spatiotemporal data. KDD 2004: 236-245 - [c49]Xin Zhang, Nikos Mamoulis, David W. Cheung, Yutao Shou:
Fast mining of spatial collocations. KDD 2004: 384-393 - [c48]Huiping Cao, David W. Cheung, Nikos Mamoulis:
Discovering Partial Periodic Patterns in Discrete Data Sequences. PAKDD 2004: 653-658 - [c47]Wang Lian, Nikos Mamoulis, David Wai-Lok Cheung, Siu-Ming Yiu:
Discovering Minimal Infrequent Structures from XML Documents. WISE 2004: 291-302 - 2003
- [c46]Kin-Fai Kan, David W. Cheung, Ben Kao:
Maintenance of Partial-Sum-Based Histograms. DASFAA 2003: 149-156 - [c45]Lok-Lam Cheng, David Wai-Lok Cheung, Siu-Ming Yiu:
Approximate String Matching in DNA Sequences. DASFAA 2003: 303-310 - [c44]Nikos Mamoulis, David W. Cheung, Wang Lian:
Similarity Search in Sets and Categorical Data Using the Signature Tree. ICDE 2003: 75-86 - [c43]Kevin Y. Yip, David W. Cheung, Michael K. Ng:
A highly-usable projected clustering algorithm for gene expression profiles. BIOKDD 2003: 41-48 - [c42]Yutao Shou, Nikos Mamoulis, Huiping Cao, Dimitris Papadias, David W. Cheung:
Evaluation of Iceberg Distance Joins. SSTD 2003: 270-288 - [c41]Wang Lian, Nikos Mamoulis, David W. Cheung:
A Filter Index for Complex Queries on Semi-structured Data. WAIM 2003: 397-408 - [c40]David W. Cheung, Eric Lo, Chi-Yuen Ng, Thomas Lee:
Web Services Oriented Data Processing and Integration. WWW (Alternate Paper Tracks) 2003 - 2002
- [j17]Edward Hung, David Wai-Lok Cheung:
Parallel Mining of Outliers in Large Database. Distributed Parallel Databases 12(1): 5-26 (2002) - [j16]Weiguo Fan, Hongjun Lu, Stuart E. Madnick, David Wai-Lok Cheung:
DIRECT: a system for mining data value conversion rules from disparate data sources. Decis. Support Syst. 34(1): 19-39 (2002) - [j15]K. K. Loo, Chi Lap Yip, Ben Kao, David Wai-Lok Cheung:
A lattice-based approach for I/O efficient association rule mining. Inf. Syst. 27(1): 41-74 (2002) - [j14]David Wai-Lok Cheung, Sau Dan Lee, Yongqiao Xiao:
Effect of Data Skewness and Workload Balance in Parallel Data Mining. IEEE Trans. Knowl. Data Eng. 14(3): 498-514 (2002) - [j13]Wing-Kin Sung, David Yang, Siu-Ming Yiu, David Wai-Lok Cheung, Wai-Shing Ho, Tak Wah Lam:
Automatic construction of online catalog topologies. IEEE Trans. Syst. Man Cybern. Part C 32(4): 382-391 (2002) - [c39]Minghua Zhang, Ben Kao, David Wai-Lok Cheung, Chi Lap Yip:
Efficient Algorithms for Incremental Update of Frequent Sequences. PAKDD 2002: 186-197 - [c38]Felix Cheung, Ben Kao, David Wai-Lok Cheung, Chi-Yuen Ng:
An Efficient Algorithm for Incremental Update of Concept Spaces. PAKDD 2002: 368-380 - [c37]Jian Tang, Zhixiang Chen, Ada Wai-Chee Fu, David Wai-Lok Cheung:
Enhancing Effectiveness of Outlier Detections for Low Density Patterns. PAKDD 2002: 535-548 - 2001
- [j12]David Wai-Lok Cheung, Bo Zhou, Ben Kao, Kan Hu, Sau Dan Lee:
Towards the building of a dense-region-based OLAP system. Data Knowl. Eng. 36(1): 1-27 (2001) - [j11]David Wai-Lok Cheung, Kan Hu, Shaowei Xia:
An Adaptive Algorithm for Mining Association Rules on Shared-Memory Parallel Machines. Distributed Parallel Databases 9(2): 99-132 (2001) - [j10]Weiguo Fan, Hongjun Lu, Stuart E. Madnick, David Wai-Lok Cheung:
Discovering and reconciling value conflicts for numerical data integration. Inf. Syst. 26(8): 635-656 (2001) - [c36]Ke Wang, Yu He, David Wai-Lok Cheung, Francis Y. L. Chin:
Mining Confident Rules Without Support Requirement. CIKM 2001: 89-96 - [c35]Zhexue Huang, Michael K. Ng, David Wai-Lok Cheung:
An Empirical Study on the Visual Cluster Validation Method with Fastmap. DASFAA 2001: 84-91 - [c34]Wing-Kin Sung, David Yang, Siu-Ming Yiu, Wai-Shing Ho, David Wai-Lok Cheung, Tak Wah Lam:
Automatic Construction of Online Catalog Topologies. EC-Web 2001: 216-225 - [c33]Joshua Zhexue Huang, Michael K. Ng, Wai-Ki Ching, Joe Ng, David Wai-Lok Cheung:
A Cube Model and Cluster Analysis for Web Access Sessions. WEBKDD 2001: 48-67 - [c32]Chi-Yuen Ng, Joseph Lee, Felix Cheung, Ben Kao, David Wai-Lok Cheung:
Efficient Algorithms for Concept Space Construction. PAKDD 2001: 90-101 - [c31]Minghua Zhang, Ben Kao, Chi Lap Yip, David Wai-Lok Cheung:
FFS - An I/O-Efficient Algorithm for Mining Frequent Sequences. PAKDD 2001: 294-305 - [c30]Lian Wang, David Wai-Lok Cheung, Siu-Ming Yiu:
Indexing Attributes and Reordering Profiles for XML Document Filtering and Information Delivery. WAIM 2001: 355-366 - [c29]Wing-Kin Sung, Frank C. H. Tong, Kwok-Ho Yeung, David Wai-Lok Cheung, Chung-Jen Tan, William Wei Song:
Pervasive Multimedia Markup Language (PMML): an XML-based multimedia content specification for pervasive access. WWW Posters 2001 - [e1]David Wai-Lok Cheung, Graham J. Williams, Qing Li:
Knowledge Discovery and Data Mining - PAKDD 2001, 5th Pacific-Asia Conference, Hong Kong, China, April 16-18, 2001, Proceedings. Lecture Notes in Computer Science 2035, Springer 2001, ISBN 3-540-41910-1 [contents] - 2000
- [j9]David Wai-Lok Cheung, H. Y. Hwang, Ada Wai-Chee Fu, Jiawei Han:
Efficient Rule-Based Attribute-Oriented Induction for Data Mining. J. Intell. Inf. Syst. 15(2): 175-200 (2000) - [j8]Ben Kao, Joseph Lee, Chi-Yuen Ng, David W. Cheung:
Anchor point indexing in Web document retrieval. IEEE Trans. Syst. Man Cybern. Part C 30(3): 364-373 (2000) - [c28]K. K. Loo, Chi Lap Yip, Ben Kao, David Wai-Lok Cheung:
Exploiting the Duality of Maximal Frequent Itemsets and Minimal Infrequent Itemsets for I/O Efficient Association Rule Mining. DEXA 2000: 710-719 - [c27]Zhexue Huang, Michael K. Ng, Tao Lin, David Wai-Lok Cheung:
An Interactive Approach to Building Classification Models by Clustering and Cluster Validation. IDEAL 2000: 23-28 - [c26]Edward Hung, David Wai-Lok Cheung, Ben Kao, Yilong Liang:
An Optimization Problem in Data Cube System Design. PAKDD 2000: 74-85 - [c25]David Wai-Lok Cheung, Lian Wang, Siu-Ming Yiu, Bo Zhou:
Density-Based Mining of Quantitative Association Rules. PAKDD 2000: 257-268 - [c24]Chi-Yuen Ng, Ben Kao, David Wai-Lok Cheung:
Text-Source Discovery and GlOSS Update in a Dynamic Web. PAKDD 2000: 432-441 - [c23]David Wai-Lok Cheung, Sau Dan Lee, Thomas Lee, William Wei Song, Chung-Jen Tan:
Distributed and Scalable XML Document Processing Architecture for E-Commerce Systems. WECWIS 2000: 152-157 - [c22]David Yang, Wing-Kin Sung, Siu-Ming Yiu, David Wai-Lok Cheung, Wai-Shing Ho, Tak Wah Lam, Sau Dan Lee:
Construction of Online Catalog Topologies Using Decision Trees. WECWIS 2000: 223-230 - [c21]Lian Wang, William Song, David Wai-Lok Cheung:
Using Contextual Semantics to Automate the Web Document Search and Analysis. WISE (2) 2000: 19-23 - [c20]William Wei Song, David Wai-Lok Cheung, C. Tan:
A Semantic Similarity Approach to Electronic Document Modeling and Integration. WISE 2000: 116-124
1990 – 1999
- 1999
- [j7]David Wai-Lok Cheung, Yongqiao Xiao:
Effect of Data Distribution in Parallel Mining of Associations. Data Min. Knowl. Discov. 3(3): 291-314 (1999) - [j6]Zhiyong Liu, David Wai-Lok Cheung:
Oblivious routing for LC permutations on hypercubes. Parallel Comput. 25(4): 445-460 (1999) - [c19]David Wai-Lok Cheung, Bo Zhou, Ben Kao, Hongjun Lu, Tak Wah Lam, Hing-Fung Ting:
Requirement-Based Data Cube Schema Design. CIKM 1999: 162-169 - [c18]David Wai-Lok Cheung, Bo Zhou, Ben Kao, Kan Hu, Sau Dan Lee:
DROLAP - A Dense-Region Based Approach to On-Line Analytical Processing. DEXA 1999: 761-770 - [c17]Chi Lap Yip, K. K. Loo, Ben Kao, David Wai-Lok Cheung, C. K. Cheng:
LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining. PAKDD 1999: 54-63 - [c16]Bo Zhou, David Wai-Lok Cheung, Ben Kao:
A Fast Algorithm for Density-Based Clustering in Large Database. PAKDD 1999: 338-349 - 1998
- [j5]Sau Dan Lee, David Wai-Lok Cheung, Ben Kao:
Is Sampling Useful in Data Mining? A Case in the Maintenance of Discovered Association Rules. Data Min. Knowl. Discov. 2(3): 233-262 (1998) - [j4]David W. Cheung, Ben Kao, Joseph Lee:
Discovering user access patterns on the World Wide Web. Knowl. Based Syst. 10(7): 463-470 (1998) - [c15]Ben Kao, Joseph K. W. Lee, David Wai-Lok Cheung, Chi-Yuen Ng:
Recommending Anchor Points in Structure-Preserving Hypertext Document Retrieval. COMPSAC 1998: 582-587 - [c14]David Wai-Lok Cheung, Yongqiao Xiao:
Effect of Data Skewness in Parallel Mining of Association Rules. PAKDD 1998: 48-60 - [c13]David Wai-Lok Cheung, Kan Hu, Shaowei Xia:
Asynchronous Parallel Algorithm for Mining Association Rules on a Shared-Memory MultiPprocessors. SPAA 1998: 279-288 - 1997
- [j3]David W. Cheung, Vincent T. Y. Ng, Benjamin W. Tam:
Incremental Updates of Discovered Multi-Level Association Rules. Int. J. Artif. Intell. Tools 6(2): 273-290 (1997) - [c12]David Wai-Lok Cheung, Chi-Hung Lee, Vincent Ng:
A content-based search engine on medical images for telemedicine. COMPSAC 1997: 569-572 - [c11]David Wai-Lok Cheung, Sau Dan Lee, Ben Kao:
A General Incremental Technique for Maintaining Discovered Association Rules. DASFAA 1997: 185-194 - [c10]Sau Dan Lee, David Wai-Lok Cheung:
Maintenance of Discovered Association Rules: When to update? DMKD 1997 - [c9]Hongjun Lu, Weiguo Fan, Cheng Hian Goh, Stuart E. Madnick, David Wai-Lok Cheung:
Discovering and Reconciling Semantic Conflicts: A Data Mining Perspective. DS-7 1997: 409-427 - [c8]Joseph K. W. Lee, David Wai-Lok Cheung, Ben Kao, Jax Law:
Intelligent Agents for Matching Information Providers and Consumers on the World-Wide-Web. HICSS (4) 1997: 189-199 - 1996
- [j2]David Wai-Lok Cheung, Vincent T. Y. Ng, Ada Wai-Chee Fu, Yongjian Fu:
Efficient Mining of Association Rules in Distributed Databases. IEEE Trans. Knowl. Data Eng. 8(6): 911-922 (1996) - [c7]David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, C. Y. Wong:
Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique. ICDE 1996: 106-114 - [c6]David Wai-Lok Cheung, Vincent T. Y. Ng, Benjamin W. Tam:
Maintenance of Discovered Knowledge: A Case in Multi-Level Association Rules. KDD 1996: 307-310 - [c5]David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, Ada Wai-Chee Fu, Yongjian Fu:
A Fast Distributed Algorithm for Mining Association Rules. PDIS 1996: 31-42 - 1995
- [c4]David Wai-Lok Cheung, Jiawei Han:
Maintenance of Discovered Knowledge: A Strategy for Updating Association Rules (Abstract). KDOOD/TDOOD 1995: 58-60 - 1994
- [c3]David Wai-Lok Cheung, Ada Wai-Chee Fu, Jiawei Han:
A Case-Based Reasoning Approach for Associative Query Answering. ISMIS 1994: 164-173 - [c2]Ada Wai-Chee Fu, David Wai-Lok Cheung:
A Transaction Replication Scheme for a Replicated Database with Node Autonomy. VLDB 1994: 214-225
1980 – 1989
- 1986
- [j1]David Wai-Lok Cheung, Tiko Kameda:
Site Optimal termination Protocols for a Distributed Database under Network Partitioning. ACM SIGOPS Oper. Syst. Rev. 20(3): 17-27 (1986) - 1985
- [c1]David Wai-Lok Cheung, Tiko Kameda:
Site Optimal Termination Protocols for a Distributed Database under Network Partitioning. PODC 1985: 111-121
Coauthor Index
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