David W. Cheung

Publication Activity (10 Years)

Years Active: 1997-2019
Publications (10 Years): 14

Top Topics

Matrix Factorization

Frequent Itemset Mining

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

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) (2019)
Yuqiu Qian, Conghui Tan, Nikos Mamoulis, David W. Cheung
DSANLS: Accelerating Distributed Nonnegative Matrix Factorization via Sketching. WSDM (2018)
Wenting Tu, Min Yang, David W. Cheung, Nikos Mamoulis
Investment recommendation by discovering high-quality opinions in investor based social networks. Inf. Syst. 78 (2018)
Wenting Tu, David W. Cheung, Nikos Mamoulis, Min Yang, Ziyu Lu
Activity Recommendation with Partners. ACM Trans. Web 12 (1) (2018)
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) (2017)
Wai Kit Wong, Kwok-Wai Wong, Ho-Yin Yue, David W. Cheung
Non-order-preserving Index for Encrypted Database Management System. DEXA (2) (2017)
Ziyu Lu, Hui Li, Nikos Mamoulis, David W. Cheung
HBGG: a Hierarchical Bayesian Geographical Model for Group Recommendation. SDM (2017)
Ziyu Lu, Hao Wang, Nikos Mamoulis, Wenting Tu, David W. Cheung
Personalized location recommendation by aggregating multiple recommenders in diversity. GeoInformatica 21 (3) (2017)
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 (2017)
Yuqiu Qian, Ziyu Lu, Nikos Mamoulis, David W. Cheung
P-LAG: Location-Aware Group Recommendation for Passive Users. SSTD (2017)
Wenting Tu, David W. Cheung, Nikos Mamoulis
More focus on what you care about: Personalized top reviews set. Neurocomputing 254 (2017)
Yuqiu Qian, Hui Li, Nikos Mamoulis, Yu Liu, David W. Cheung
Reverse k-Ranks Queries on Large Graphs. EDBT (2017)
Yu Liu, Baojian Zhou, Feng Chen, David W. Cheung
Graph Topic Scan Statistic for Spatial Event Detection. CIKM (2016)
Maria Lin, David W. Cheung
An automatic approach for tagging Web services using machine learning techniques. Web Intell. 14 (2) (2016)
Yu Liu, Martin Ester, Bo Hu, David W. Cheung
Spatio-Temporal Topic Models for Check-in Data. ICDM (2015)
Ziyu Lu, Hao Wang, Nikos Mamoulis, Wenting Tu, David W. Cheung
Personalized Location Recommendation by Aggregating Multiple Recommenders in Diversity. LocalRec@RecSys (2015)
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)
Maria Lin, David W. Cheung
Automatic Tagging Web Services Using Machine Learning Techniques. WI-IAT (1) (2014)
Fei Wang, Philip L. H. Yu, David W. Cheung
Combining technical trading rules using parallel particle swarm optimization based on Hadoop. IJCNN (2014)
Ziyu Lu, Nikos Mamoulis, David W. Cheung
A collective topic model for milestone paper discovery. SIGIR (2014)
Fei Wang, Philip L. H. Yu, David W. Cheung
Combining technical trading rules using particle swarm optimization. Expert Syst. Appl. 41 (6) (2014)
Jieming Shi, Nikos Mamoulis, Dingming Wu, David W. Cheung
Density-based place clustering in geo-social networks. SIGMOD Conference (2014)
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) (2013)
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) (2013)
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) (2013)
Xuan S. Yang, Reynold Cheng, Luyi Mo, Ben Kao, David W. Cheung
On incentive-based tagging. ICDE (2013)
Luyi Mo, Reynold Cheng, Xiang Li, David W. Cheung, Xuan S. Yang
Cleaning uncertain data for top-k queries. ICDE (2013)
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)
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) (2013)
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)
Jian Gong, Reynold Cheng, David W. Cheung
Efficient management of uncertainty in XML schema matching. VLDB J. 21 (3) (2012)
Fei Wang, Philip L. H. Yu, David W. Cheung
Complex stock trading strategy based on Particle Swarm Optimization. CIFEr (2012)
Chang Wan, Ben Kao, David W. Cheung
Location-sensitive resources recommendation in social tagging systems. CIKM (2012)
Reynold Cheng, Jian Gong, David W. Cheung, Jiefeng Cheng
Evaluating Probabilistic Queries over Uncertain Matching. ICDE (2012)
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) (2011)
Liwen Sun, Reynold Cheng, Xiang Li, David W. Cheung, Jiawei Han
On Link-based Similarity Join. Proc. VLDB Endow. 4 (11) (2011)
Thomas Y. Lee, David W. Cheung
Formal Models and Algorithms for XML Data Interoperability. J. Comput. Sci. Eng. 4 (4) (2010)
Liwen Sun, Reynold Cheng, David W. Cheung, Jiefeng Cheng
Mining uncertain data with probabilistic guarantees. KDD (2010)
Reynold Cheng, Jian Gong, David W. Cheung
Managing uncertainty of XML schema matching. ICDE (2010)
Chun Kit Chui, Ben Kao, Eric Lo, David W. Cheung
S-OLAP: an OLAP system for analyzing sequence data. SIGMOD Conference (2010)
David W. Cheung, Nikos Mamoulis, Wai Kit Wong, Siu-Ming Yiu, Ye Zhang
Anonymous Fuzzy Identity-Based Encryption for Similarity Search. ISAAC (1) (2010)
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)
Yingjie Cui, Wai Kit Wong, David W. Cheung
Privacy-Preserving Clustering with High Accuracy and Low Time Complexity. DASFAA (2009)
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) (2009)
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 (2009)
Shiming Zhang, Nikos Mamoulis, David W. Cheung
Scalable skyline computation using object-based space partitioning. SIGMOD Conference (2009)
Jian Gong, David W. Cheung, Nikos Mamoulis, Ben Kao
XML Data Integration Using Fragment Join. DASFAA (2009)
Eric Lo, Ben Kao, Wai-Shing Ho, Sau Dan Lee, Chun Kit Chui, David W. Cheung
OLAP on sequence data. SIGMOD Conference (2008)
Ben Kao, Sau Dan Lee, David W. Cheung, Wai-Shing Ho, K. F. Chan
Clustering Uncertain Data Using Voronoi Diagrams. ICDM (2008)
Wai Kit Wong, David W. Cheung, Edward Hung, Huan Liu
Protecting Privacy in Incremental Maintenance for Distributed Association Rule Mining. PAKDD (2008)
Bin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han
Mining preferences from superior and inferior examples. KDD (2008)
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) (2007)
Wang Lian, David W. Cheung, Siu-Ming Yiu
Maintenance of maximal frequent itemsets in large databases. SAC (2007)
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) (2007)
Huiping Cao, Nikos Mamoulis, David W. Cheung
Discovery of Periodic Patterns in Spatiotemporal Sequences. IEEE Trans. Knowl. Data Eng. 19 (4) (2007)
Nikos Mamoulis, Man Lung Yiu, Kit Hung Cheng, David W. Cheung
aggregation of ranked inputs. ACM Trans. Database Syst. 32 (3) (2007)
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) (2007)
Wai Kit Wong, David W. Cheung, Edward Hung, Ben Kao, Nikos Mamoulis
Security in Outsourcing of Association Rule Mining. VLDB (2007)
Nikos Mamoulis, Kit Hung Cheng, Man Lung Yiu, David W. Cheung
Efficient Aggregation of Ranked Inputs. ICDE (2006)
Huiping Cao, Nikos Mamoulis, David W. Cheung
Discovery of Collocation Episodes in Spatiotemporal Data. ICDM (2006)
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)
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)
Kevin Y. Yip, Michael K. Ng, David W. Cheung
Input Validation for Semi-supervised Clustering. ICDM Workshops (2006)
Eric Lo, Kevin Y. Yip, King-Ip Lin, David W. Cheung
Progressive skylining over Web-accessible databases. Data Knowl. Eng. 57 (2) (2006)
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) (2005)
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)
Yutao Shou, Nikos Mamoulis, David W. Cheung
Fast and Exact Warping of Time Series Using Adaptive Segmental Approximations. Mach. Learn. 58 (2-3) (2005)
Kevin Y. Yip, David W. Cheung, Michael K. Ng
On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering. ICDE (2005)
Huiping Cao, Nikos Mamoulis, David W. Cheung
Mining Frequent Spatio-Temporal Sequential Patterns. ICDM (2005)
Xin Zhang, Nikos Mamoulis, David W. Cheung, Yutao Shou
Fast mining of spatial collocations. KDD (2004)
Huiping Cao, David W. Cheung, Nikos Mamoulis
Discovering Partial Periodic Patterns in Discrete Data Sequences. PAKDD (2004)
Kevin Y. Yip, David W. Cheung, Michael K. Ng
HARP: A Practical Projected Clustering Algorithm. IEEE Trans. Knowl. Data Eng. 16 (11) (2004)
Nikos Mamoulis, Huiping Cao, George Kollios, Marios Hadjieleftheriou, Yufei Tao, David W. Cheung
Mining, indexing, and querying historical spatiotemporal data. KDD (2004)
Kevin Y. Yip, David W. Cheung, Michael K. Ng, Kei-Hoi Cheung
Identifying projected clusters from gene expression profiles. J. Biomed. Informatics 37 (5) (2004)
Kevin Y. Yip, David W. Cheung, Michael K. Ng, Kei-Hoi Cheung
Identifying Projected Clusters from Gene Expression Profiles. BIBE (2004)
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 (2004)
Wang Lian, Nikos Mamoulis, David W. Cheung
A Filter Index for Complex Queries on Semi-structured Data. WAIM (2003)
Kin-Fai Kan, David W. Cheung, Ben Kao
Maintenance of Partial-Sum-Based Histograms. DASFAA (2003)
David W. Cheung, Eric Lo, Chi-Yuen Ng, Thomas Lee
Web Services Oriented Data Processing and Integration. WWW (Alternate Paper Tracks) (2003)
Nikos Mamoulis, David W. Cheung, Wang Lian
Similarity Search in Sets and Categorical Data Using the Signature Tree. ICDE (2003)
Yutao Shou, Nikos Mamoulis, Huiping Cao, Dimitris Papadias, David W. Cheung
Evaluation of Iceberg Distance Joins. SSTD (2003)
Kevin Y. Yip, David W. Cheung, Michael K. Ng
A highly-usable projected clustering algorithm for gene expression profiles. BIOKDD (2003)
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) (2000)
David W. Cheung, Ben Kao, Joseph Lee
Discovering user access patterns on the World Wide Web. Knowl. Based Syst. 10 (7) (1998)
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) (1997)