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Wynne Hsu

Papers on DiSC'06


A framework for mining topological patterns in spatio-temporal databases

ERkNN: efficient reverse k-nearest neighbors retrieval with local kNN-distance estimation

Publications


Note: Links lead to the DBLP on the Web.

Wynne Hsu

Liang Huai Yang , Wynne Hsu, Mong-Li Lee , Limsoon Wong : Identification of MicroRNA Precursors via SVM. APBC 2006 : 267-276

Chang Sheng , Wynne Hsu, Mong-Li Lee : Mining Dense Periodic Patterns in Time Series Data. ICDE 2006 : 115

Hanyu Li , Mong-Li Lee , Wynne Hsu, Gao Cong : An Estimation System for XPath Expressions. ICDE 2006 : 54

Junmei Wang , Wynne Hsu, Mong-Li Lee , Chang Sheng : A Partition-Based Approach to Graph Mining. ICDE 2006 : 74

Chenyi Xia , Wynne Hsu, Mong-Li Lee , Beng Chin Ooi : BORDER: Efficient Computation of Boundary Points. IEEE Trans. Knowl. Data Eng. 18 (2): 289-303 (2006)

Junmei Wang , Wynne Hsu, Mong-Li Lee : A framework for mining topological patterns in spatio-temporal databases. CIKM 2005 : 429-436

Chenyi Xia , Wynne Hsu, Mong-Li Lee : ERkNN: efficient reverse k-nearest neighbors retrieval with local kNN-distance estimation. CIKM 2005 : 533-540

Zhipeng Xie , Qing Zhang , Wynne Hsu, Mong-Li Lee : Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques. DASFAA 2005 : 523-535

Junmei Wang , Wynne Hsu, Mong-Li Lee : Mining Generalized Spatio-Temporal Patterns. DASFAA 2005 : 649-661

Hanyu Li , Mong-Li Lee , Wynne Hsu: A Histogram-Based Selectivity Estimator for Skewed XML Data. DEXA 2005 : 270-279

Zhou Feng , Wynne Hsu, Mong-Li Lee : Efficient Pattern Discovery for Semistructured Data. ICTAI 2005 : 294-301

P. M. D. S. Pallawala , Wynne Hsu, Mong-Li Lee , Say Song Goh : Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors. WACV/MOTION 2005 : 322-327

Hanyu Li , Mong-Li Lee , Wynne Hsu: A Path-Based Labeling Scheme for Efficient Structural Join. XSym 2005 : 34-48

Junmei Wang , Wynne Hsu, Mong-Li Lee : Mining in Spatiotemporal Databases. Spatial Databases 2005 : 272-293

Jin Chen , Wynne Hsu, Mong-Li Lee , See-Kiong Ng : Discovering reliable protein interactions from high-throughput experimental data using network topology. Artificial Intelligence in Medicine 35 (1-2): 37-47 (2005)

Ji Zhang , Wynne Hsu, Mong-Li Lee : Clustering in Dynamic Spatial Databases. J. Intell. Inf. Syst. 24 (1): 5-27 (2005)

Xi Zhang , Liang Huai Yang , Mong-Li Lee , Wynne Hsu: Scaling SDI Systems via Query Clustering and Aggregation. DASFAA 2004 : 208-219

Junmei Wang , Wynne Hsu, Mong-Li Lee : Discovering Geographical Features for Location-Based Services. DASFAA 2004 : 244-254

Liang Huai Yang , Mong-Li Lee , Wynne Hsu: Approximate Counting of Frequent Query Patterns over XQuery Stream. DASFAA 2004 : 75-87

P. M. D. S. Pallawala , Wynne Hsu, Mong-Li Lee , Kah-Guan Au Eong : Automated Optic Disc Localization and Contour Detection Using Ellipse Fitting and Wavelet Transform. ECCV (2) 2004 : 139-151

Mong-Li Lee , Hanyu Li , Wynne Hsu, Beng Chin Ooi : A Statistical Approach for XML Query Size Estimation. EDBT Workshops 2004 : 250-259

Xiaodong Wu , Mong-Li Lee , Wynne Hsu: A Prime Number Labeling Scheme for Dynamic Ordered XML Trees. ICDE 2004 : 66-78

Bin Fang , Wynne Hsu, Mong-Li Lee : Techniques for temporal registration of retinal images. ICIP 2004 : 1089-1092

Junmei Wang , Wynne Hsu, Mong-Li Lee , Jason Tsong-Li Wang : FlowMiner: Finding Flow Patterns in Spatio-Temporal Databases. ICTAI 2004 : 14-21

Jin Chen , Wynne Hsu, Mong-Li Lee , See-Kiong Ng : Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions Using Network Topology. ICTAI 2004 : 368-372

Wynne Hsu, Mong-Li Lee , Xiaodong Wu : Path-Augmented Keyword Search for XML Documents. ICTAI 2004 : 526-530

Zhipeng Xie , Wynne Hsu, Mong-Li Lee : Mode Committee: A Novel Ensemble Method by Clustering and Local Learning. ICTAI 2004 : 628-633

Jianghui Liu , Jason T. L. Wang , Wynne Hsu, Katherine G. Herbert : XML Clustering by Principal Component Analysis. ICTAI 2004 : 658-662

Liang Huai Yang , Mong-Li Lee , Wynne Hsu, Xinyu Guo : 2PXMiner: an efficient two pass mining of frequent XML query patterns. KDD 2004 : 731-736

Ren Lu , Mong-Li Lee , Wynne Hsu: Using Interval Association Rules to Identify Dubious Data Values. WAIM 2004 : 528-538

Mong-Li Lee , Wynne Hsu, Vijay Kothari : Cleaning the Spurious Links in Data. IEEE Intelligent Systems 19 (2): 28-33 (2004)

Hanyu Li , Mong-Li Lee , Wynne Hsu, Chao Chen : An Evaluation of XML Indexes for Structural Join. SIGMOD Record 33 (3): 28-33 (2004)

Liang Huai Yang , Mong-Li Lee , Wynne Hsu: Finding hot query patterns over an XQuery stream. VLDB J. 13 (4): 318-332 (2004)

Tai Peng Tian , Ying Chen , Wee Kheng Leow , Wynne Hsu, Tet Sen Howe , Meng Ai Png : Computing Neck-Shaft Angle of Femur for X-Ray Fracture Detection. CAIP 2003 : 82-89

Liang Huai Yang , Mong-Li Lee , Wynne Hsu, Sumit Acharya : Mining Frequent Quer Patterns from XML Queries. DASFAA 2003 : 355-362

Huiqi Li , Wynne Hsu, Mong-Li Lee , Hongyu Wang : A piecewise Gaussian model for profiling and differentiating retinal vessels. ICIP (1) 2003 : 1069-1072

Jin Chen , Wynne Hsu, Mong-Li Lee : Order-Sensitive Clustering for Remote Homologous Protein Detection. ICTAI 2003 : 26-

Zhipeng Xie , Wynne Hsu, Mong-Li Lee : Generalization of Classification Rules. ICTAI 2003 : 522-529

Wynne Hsu, Jing Dai , Mong-Li Lee : Mining viewpoint patterns in image databases. KDD 2003 : 553-558

Mong-Li Lee , Wynne Hsu, Christian S. Jensen , Bin Cui , Keng Lik Teo : Supporting Frequent Updates in R-Trees: A Bottom-Up Approach. VLDB 2003 : 608-619

Liang Huai Yang , Mong-Li Lee , Wynne Hsu: Efficient Mining of XML Query Patterns for Caching. VLDB 2003 : 69-80

Yuna Hou , Wynne Hsu, Mong-Li Lee , Chris Bystroff : Efficient remote homology detection using local structure. Bioinformatics 19 (17): 2294-2301 (2003)

Mong-Li Lee , Boon Chin Chua , Wynne Hsu, Kian-Lee Tan : Efficient evaluation of multiple queries on streaming XML data. CIKM 2002 : 118-125

Mong-Li Lee , Liang Huai Yang , Wynne Hsu, Xia Yang : XClust: clustering XML schemas for effective integration. CIKM 2002 : 292-299

Bin Fang , Wynne Hsu, Mong-Li Lee : Tumor cell identification using features rules. KDD 2002 : 495-500

Zhipeng Xie , Wynne Hsu, Liu Zongtian , Mong-Li Lee : SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning. PAKDD 2002 : 104-114

Wynne Hsu, Mong-Li Lee , Beng Chin Ooi , Pranab Kumar Mohanty , Keng Lik Teo , Chenyi Xia : Advanced Database Technologies in a Diabetic Healthcare System. VLDB 2002 : 1059-1062

Zhipeng Xie , Wynne Hsu, Liu Zongtian , Mong-Li Lee : Concept lattice based composite classifiers for high predictability. J. Exp. Theor. Artif. Intell. 14 (2-3): 143-156 (2002)

Wynne Hsu, Mong-Li Lee , Ji Zhang : Image Mining: Trends and Developments. J. Intell. Inf. Syst. 19 (1): 7-23 (2002)

Wynne Hsu, P. M. D. S. Pallawala , Mong-Li Lee , Kah-Guan Au Eong : The Role of Domain Knowledge in the Detection of Retinal Hard Exudates. CVPR (2) 2001 : 246-251

Ji Zhang , Wynne Hsu, Mong-Li Lee : An Information-Driven Framework for Image Mining. DEXA 2001 : 232-242

Bing Liu , Wynne Hsu, Yiming Ma : Identifying non-actionable association rules. KDD 2001 : 329-334

Bing Liu , Wynne Hsu, Yiming Ma : Discovering the set of fundamental rule changes. KDD 2001 : 335-340

Ji Zhang , Wynne Hsu, Mong-Li Lee : Image Mining: Issues, Frameworks and Techniques. MDM/KDD 2001 : 13-20

Bing Liu , Minqing Hu , Wynne Hsu: Intuitive Representation of Decision Trees Using General Rules and Exceptions. AAAI/IAAI 2000 : 615-620

Huan Wang , Wynne Hsu, Kheng Guan Goh , Mong-Li Lee : An Effective Approach to Detect Lesions in Color Retinal Images. CVPR 2000 : 2181-2186

Bing Liu , Wynne Hsu, Heng-Siew Han , Yiyuan Xia : Mining Changes for Real-Life Applications. DaWaK 2000 : 337-346

Bing Liu , Minqing Hu , Wynne Hsu: Multi-level organization and summarization of the discovered rules. KDD 2000 : 208-217

Wynne Hsu, Mong-Li Lee , Bing Liu , Tok Wang Ling : Exploration mining in diabetic patients databases: findings and conclusions. KDD 2000 : 430-436

Wynne Hsu, Mong-Li Lee , Kheng Guan Goh : Image Mining in IRIS: Integrated Retinal Information System. SIGMOD Conference 2000 : 593

Wynne Hsu, Bing Liu : Conceptual design: issues and challenges. Computer-Aided Design 32 (14): 849-850 (2000)

Bing Liu , Wynne Hsu, Shu Chen , Yiming Ma : Analyzing the Subjective Interestingness of Association Rules. IEEE Intelligent Systems 15 (5): 47-55 (2000)

Wynne Hsu, Tat-Seng Chua , Hung Keng Pung : Approximating Content-Based Object-Level Image Retrieval. Multimedia Tools Appl. 12 (1): 59-79 (2000)

Hung Keng Pung , Wynne Hsu, Bhawani S. Sapkota , Lawrence W. C. Wong : A CORBA Based QOS Support for Distributed Multimedia Applications. Multimedia Tools Appl. 12 (2/3): 209-233 (2000)

Bing Liu , Wynne Hsu, Yiming Ma : Pruning and Summarizing the Discovered Associations. KDD 1999 : 125-134

Bing Liu , Wynne Hsu, Yiming Ma : Mining Association Rules with Multiple Minimum Supports. KDD 1999 : 337-341

Bing Liu , Wynne Hsu, Yiming Ma , Shu Chen : Mining Interesting Knowledge Using DM-II. KDD 1999 : 430-434

Bing Liu , Wynne Hsu, Ke Wang , Shu Chen : Visually Aided Exploration of Interesting Association Rules. PAKDD 1999 : 380-389

Bing Liu , Wynne Hsu, Lai-Fun Mun , Hing-Yan Lee : Finding Interesting Patterns Using User Expectations. IEEE Trans. Knowl. Data Eng. 11 (6): 817-832 (1999)

Wynne Hsu, C. S. George Lee : Towards an optimal degree of design coupling through fuzzy analysis. Journal of Intelligent and Fuzzy Systems 7 (4): 359-372 (1999)

Wynne Hsu, Teik Guan Tan : Rapid Prototyping with Constraints-based Scheduling for Multimedia Applications. Multimedia Tools Appl. 8 (2): 175-195 (1999)

Bing Liu , Wynne Hsu, Yiming Ma : Integrating Classification and Association Rule Mining. KDD 1998 : 80-86

Wynne Hsu, Irene M. Y. Woon : Current research in the conceptual design of mechanical products. Computer-Aided Design 30 (5): 377-389 (1998)

Teik Guan Tan , Wynne Hsu: Approximating scheduling for multimedia applications under overload conditions. Int. J. Approx. Reasoning 19 (1-2): 57-71 (1998)

Sifang Li , Wynne Hsu, Hung Keng Pung : Twins: A Practical Vision-based 3D Mouse. Real-Time Imaging 4 (6): 389-401 (1998)

Beng Chin Ooi , Kian-Lee Tan , Tat-Seng Chua , Wynne Hsu: Fast Image Retrieval Using Color-Spatial Information. VLDB J. 7 (2): 115-128 (1998)

Sifang Li , Wynne Hsu, Hung Keng Pung : A Real-Time Monocular Vision Based 3D Mouse. CAIP 1997 : 448-455

Teik Guan Tan , Wynne Hsu: Interactive Scheduling Supports for Real-Time Multimedia Execution. ICMCS 1997 : 598-599

Teik Guan Tan , Wynne Hsu: Scheduling multimedia applications under overload and non-deterministic conditions. IEEE Real Time Technology and Applications Symposium 1997 : 178-183

Bing Liu , Liang-Ping Ku , Wynne Hsu: Discovering Interesting Holes in Data. IJCAI (2) 1997 : 930-935

Bing Liu , Wynne Hsu, Shu Chen : Using General Impressions to Analyze Discovered Classification Rules. KDD 1997 : 31-36

Bing Liu , Wynne Hsu: Post-Analysis of Learned Rules. AAAI/IAAI, Vol. 1 1996 : 828-834

Wynne Hsu, Tat-Seng Chua , Hung Keng Pung : An Integrated Color-Spatial Approach to Content-Based Image Retrieval. ACM Multimedia 1995 : 305-313

Wynne Hsu, C. S. George Lee : Paradigm Shift and the Integrated Feedback Approach. ICRA 1995 : 2853-2858

Wynne Hsu, C. S. George Lee , Shun-Feng Su : Feedback approach to design for assembly by evaluation of assembly plan. Computer-Aided Design 25 (7): 395-410 (1993)

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