2009 | ||
---|---|---|
120 | Raymond T. Ng: Towards Multi-modal Extraction and Summarization of Conversations. APWeb/WAIM 2009: 2 | |
119 | Hongrae Lee, Raymond T. Ng, Kyuseok Shim: Approximate substring selectivity estimation. EDBT 2009: 827-838 | |
118 | Sohrab P. Shah, K-John Cheung Jr., Nathalie A. Johnson, Guillaume Alain, Randy D. Gascoyne, Douglas E. Horsman, Raymond T. Ng, Kevin P. Murphy: Model-based clustering of array CGH data. Bioinformatics 25(12): (2009) | |
117 | Hongrae Lee, Raymond T. Ng, Kyuseok Shim: Power-Law Based Estimation of Set Similarity Join Size. PVLDB 2(1): 658-669 (2009) | |
2008 | ||
116 | Bryan Chi, Ronald J. deLeeuw, Bradley P. Coe, Raymond T. Ng, Calum MacAulay, Wan L. Lam: MD-SeeGH: a platform for integrative analysis of multi-dimensional genomic data. BMC Bioinformatics 9: (2008) | |
115 | Raj Chari, Bradley P. Coe, Craig Wedseltoft, Marie Benetti, Ian M. Wilson, Emily A. Vucic, Calum MacAulay, Raymond T. Ng, Wan L. Lam: SIGMA2: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. BMC Bioinformatics 9: (2008) | |
114 | Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh: On disclosure risk analysis of anonymized itemsets in the presence of prior knowledge. TKDD 2(3): (2008) | |
2007 | ||
113 | Chaitanya Gokhale, Nitin Gupta, Pranav Kumar, Laks V. S. Lakshmanan, Raymond T. Ng, B. Aditya Prakash: Complex Group-By Queries for XML. ICDE 2007: 646-655 | |
112 | Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh: Preservation Of Patterns and Input-Output Privacy. ICDE 2007: 696-705 | |
111 | Sohrab P. Shah, Wan L. Lam, Raymond T. Ng, Kevin P. Murphy: Modeling recurrent DNA copy number alterations in array CGH data. ISMB/ECCB (Supplement of Bioinformatics) 2007: 450-458 | |
110 | Hongrae Lee, Raymond T. Ng, Kyuseok Shim: Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance. VLDB 2007: 195-206 | |
109 | Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou: Summarizing email conversations with clue words. WWW 2007: 91-100 | |
108 | Gabriela V. Cohen Freue, Zsuzsanna Hollander, Enqing Shen, Ruben H. Zamar, Robert Balshaw, Andreas Scherer, Bruce McManus, Paul Keown, W. Robert McMaster, Raymond T. Ng: MDQC: a new quality assessment method for microarrays based on quality control reports. Bioinformatics 23(23): 3162-3169 (2007) | |
107 | Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim: SQUIRE: Sequential pattern mining with quantities. Journal of Systems and Software 80(10): 1726-1745 (2007) | |
106 | Raymond T. Ng, Jian Pei: Introduction to the special issue on data mining for health informatics. SIGKDD Explorations 9(1): 1-2 (2007) | |
2006 | ||
105 | Giuseppe Carenini, Raymond T. Ng, Adam Pauls: Multi-Document Summarization of Evaluative Text. EACL 2006 | |
104 | Sohrab P. Shah, Xiang Xuan, Ronald J. deLeeuw, Mehrnoush Khojasteh, Wan L. Lam, Raymond T. Ng, Kevin P. Murphy: Integrating copy number polymorphisms into array CGH analysis using a robust HMM. ISMB (Supplement of Bioinformatics) 2006: 431-439 | |
103 | Giuseppe Carenini, Raymond T. Ng, Adam Pauls: Interactive multimedia summaries of evaluative text. IUI 2006: 124-131 | |
102 | Toon Calders, Laks V. S. Lakshmanan, Raymond T. Ng, Jan Paredaens: Expressive power of an algebra for data mining. ACM Trans. Database Syst. 31(4): 1169-1214 (2006) | |
101 | James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar: Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices. Algorithmica 45(3): 403-431 (2006) | |
100 | Andrea Malossini, Enrico Blanzieri, Raymond T. Ng: Detecting potential labeling errors in microarrays by data perturbation. Bioinformatics 22(17): 2114-2121 (2006) | |
2005 | ||
99 | Giuseppe Carenini, Raymond T. Ng, Ed Zwart: Extracting knowledge from evaluative text. K-CAP 2005: 11-18 | |
98 | Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou: Scalable discovery of hidden emails from large folders. KDD 2005: 544-549 | |
97 | Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou, Ed Zwart: Discovery and regeneration of hidden emails. SAC 2005: 503-510 | |
96 | Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh: To Do or Not To Do: The Dilemma of Disclosing Anonymized Data. SIGMOD Conference 2005: 61-72 | |
95 | Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng: MDL Summarization with Holes. VLDB 2005: 433-444 | |
94 | Jörg Sander, Raymond T. Ng, Monica C. Sleumer, Man Saint Yuen, Steven J. M. Jones: A methodology for analyzing SAGE libraries for cancer profiling. ACM Trans. Inf. Syst. 23(1): 35-60 (2005) | |
2004 | ||
93 | H. V. Jagadish, Raymond T. Ng, Beng Chin Ooi, Anthony K. H. Tung: ItCompress: An Iterative Semantic Compression Algorithm. ICDE 2004: 646-657 | |
92 | Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim: SQUIRE: Sequential Pattern Mining with Quantities. ICDE 2004: 827 | |
91 | James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar: Parallel computation of high dimensional robust correlation and covariance matrices. KDD 2004: 533-538 | |
90 | Yuhan Cai, Raymond T. Ng: Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials. SIGMOD Conference 2004: 599-610 | |
89 | Lei Chen, Raymond T. Ng: On The Marriage of Lp-norms and Edit Distance. VLDB 2004: 792-803 | |
88 | Annie T. T. Ying, Gail C. Murphy, Raymond T. Ng, Mark Chu-Carroll: Predicting Source Code Changes by Mining Change History. IEEE Trans. Software Eng. 30(9): 574-586 (2004) | |
2003 | ||
87 | Andrew Tae-Jun Kwon, Holger H. Hoos, Raymond T. Ng: Inference of Transcriptional Regulation Relationships from Gene Expression Data. SAC 2003: 135-140 | |
86 | Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng: Efficient dynamic mining of constrained frequent sets. ACM Trans. Database Syst. 28(4): 337-389 (2003) | |
85 | Andrew T. Kwon, Holger H. Hoos, Raymond T. Ng: Inference of Transcriptional Regulation Relationships from Gene Expression Data. Bioinformatics 19(8): 905-912 (2003) | |
84 | David J. Hand, Daniel A. Keim, Raymond T. Ng: Guest Editorial. Data Min. Knowl. Discov. 7(3): 239-240 (2003) | |
83 | David J. Hand, Daniel A. Keim, Raymond T. Ng: Guest Editorial. Data Min. Knowl. Discov. 7(4): 347-348 (2003) | |
2002 | ||
82 | Jessica M. Phan, Raymond T. Ng, Man Saint Yuen, Steve Jones: GEA: A Toolkit for Gene Expression Analysis. BIOKDD 2002: 63-70 | |
81 | Carson Kai-Sang Leung, Raymond T. Ng, Heikki Mannila: OSSM: A Segmentation Approach to Optimize Frequency Counting. ICDE 2002: 583-592 | |
80 | Jessica M. Phan, Raymond T. Ng: GEA: a toolkit for gene expression analysis. SIGMOD Conference 2002: 628 | |
79 | Laks V. S. Lakshmanan, Raymond T. Ng, Christine Xing Wang, Xiaodong Zhou, Theodore Johnson: The Generalized MDL Approach for Summarization. VLDB 2002: 766-777 | |
78 | Toon Calders, Raymond T. Ng, Jef Wijsen: Searching for dependencies at multiple abstraction levels. ACM Trans. Database Syst. 27(3): 229-260 (2002) | |
77 | Raymond T. Ng, Jiawei Han: CLARANS: A Method for Clustering Objects for Spatial Data Mining. IEEE Trans. Knowl. Data Eng. 14(5): 1003-1016 (2002) | |
76 | Carson Kai-Sang Leung, Laks V. S. Lakshmanan, Raymond T. Ng: Exploiting succinct constraints using FP-trees. SIGKDD Explorations 4(1): 40-49 (2002) | |
2001 | ||
75 | Raymond T. Ng, Jörg Sander, Monica C. Sleumer: Hierarchical cluster analysis of SAGE data for cancer profiling. BIOKDD 2001: 65-72 | |
74 | Zhiyuan Chen, H. V. Jagadish, Flip Korn, Nick Koudas, S. Muthukrishnan, Raymond T. Ng, Divesh Srivastava: Counting Twig Matches in a Tree. ICDE 2001: 595-604 | |
73 | Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han: Constraint-based clustering in large databases. ICDT 2001: 405-419 | |
72 | Edwin M. Knorr, Raymond T. Ng, Ruben H. Zamar: Robust space transformations for distance-based operations. KDD 2001: 126-135 | |
71 | Raymond T. Ng, Alan S. Wagner, Yu Yin: Iceberg-cube computation with PC clusters. SIGMOD Conference 2001: 25-36 | |
70 | Shu Lin, M. Tamer Özsu, Vincent Oria, Raymond T. Ng: An Extendible Hash for Multi-Precision Similarity Querying of Image Databases. VLDB 2001: 221-230 | |
2000 | ||
69 | H. V. Jagadish, Raymond T. Ng: Incompleteness in Data Mining. ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 2000: 1-10 | |
68 | Olga Kapitskaia, Raymond T. Ng, Divesh Srivastava: Evolution and Revolutions in LDAP Directory Caches. EDBT 2000: 202-216 | |
67 | Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han: Geo-Spatial Clustering with User-Specified Constraints. MDM/KDD 2000: 1-7 | |
66 | Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander: LOF: Identifying Density-Based Local Outliers. SIGMOD Conference 2000: 93-104 | |
65 | Theodore Johnson, Laks V. S. Lakshmanan, Raymond T. Ng: The 3W Model and Algebra for Unified Data Mining. VLDB 2000: 21-32 | |
64 | Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng: The Segment Support Map: Scalable Mining of Frequent Itemsets. SIGKDD Explorations 2(2): 21-27 (2000) | |
63 | Edwin M. Knorr, Raymond T. Ng, V. Tucakov: Distance-Based Outliers: Algorithms and Applications. VLDB J. 8(3-4): 237-253 (2000) | |
62 | H. V. Jagadish, Olga Kapitskaia, Raymond T. Ng, Divesh Srivastava: One-dimensional and multi-dimensional substring selectivity estimation. VLDB J. 9(3): 214-230 (2000) | |
1999 | ||
61 | Theodore Johnson, Raymond T. Ng, Laks V. S. Lakshmanan: Towards a Toolkit for Data Analysis and Mining. 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery 1999 | |
60 | Jef Wijsen, Raymond T. Ng, Toon Calders: Discovering Roll-Up Dependencies. KDD 1999: 213-222 | |
59 | Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander: OPTICS-OF: Identifying Local Outliers. PKDD 1999: 262-270 | |
58 | H. V. Jagadish, Raymond T. Ng, Divesh Srivastava: Substring Selectivity Estimation. PODS 1999: 249-260 | |
57 | Janice I. Glasgow, Raymond T. Ng: Data Mining and Knowledge Discovery in Molecular Databases - Session Introduction. Pacific Symposium on Biocomputing 1999: 124-125 | |
56 | Laks V. S. Lakshmanan, Raymond T. Ng, Jiawei Han, Alex Pang: Optimization of Constrained Frequent Set Queries with 2-variable Constraints. SIGMOD Conference 1999: 157-168 | |
55 | Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Teresa Mah: Exploratory Mining via Constrained Frequent Set Queries. SIGMOD Conference 1999: 556-558 | |
54 | Jef Wijsen, Raymond T. Ng: Temporal Dependencies Generalized for Spatial and Other Dimensions. Spatio-Temporal Database Management 1999: 189-203 | |
53 | H. V. Jagadish, J. Madar, Raymond T. Ng: Semantic Compression and Pattern Extraction with Fascicles. VLDB 1999: 186-198 | |
52 | Edwin M. Knorr, Raymond T. Ng: Finding Intensional Knowledge of Distance-Based Outliers. VLDB 1999: 211-222 | |
51 | H. V. Jagadish, Olga Kapitskaia, Raymond T. Ng, Divesh Srivastava: Multi-Dimensional Substring Selectivity Estimation. VLDB 1999: 387-398 | |
50 | Raymond T. Ng: Review - Clustering Categorical Data: An Approach Based on Dynamical Systems ACM SIGMOD Digital Review 1: (1999) | |
49 | Jiawei Han, Laks V. S. Lakshmanan, Raymond T. Ng: Constraint-Based Multidimensional Data Mining. IEEE Computer 32(8): 46-50 (1999) | |
48 | Raymond T. Ng, Dominic Tam: Multilevel Filtering for High-Dimensional Image Data: Why and How. IEEE Trans. Knowl. Data Eng. 11(6): 916-928 (1999) | |
1998 | ||
47 | Theodore Johnson, Ivy Kwok, Raymond T. Ng: Fast Computation of 2-Dimensional Depth Contours. KDD 1998: 224-228 | |
46 | Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Alex Pang: Exploratory Mining and Pruning Optimizations of Constrained Association Rules. SIGMOD Conference 1998: 13-24 | |
45 | Carson Kai-Sang Leung, Raymond T. Ng: Multiresolution Subimage Similarity Matching for Large Image Databases. Storage and Retrieval for Image and Video Databases (SPIE) 1998: 259-270 | |
44 | Carson Kai-Sang Leung, Raymond T. Ng: Multiscale Similarity Matching for Subimage Queries of Arbitrary Size. VDB 1998: 243-264 | |
43 | Edwin M. Knorr, Raymond T. Ng: Algorithms for Mining Distance-Based Outliers in Large Datasets. VLDB 1998: 392-403 | |
42 | Raymond T. Ng, Jiawei Han, Laks V. S. Lakshmanan: Editorial. Data Min. Knowl. Discov. 2(3): 231-232 (1998) | |
41 | Raymond T. Ng, Paul Shum: Optimal Clip Ordering for Multi-Clip Queries. VLDB J. 7(4): 239-252 (1998) | |
1997 | ||
40 | Edwin M. Knorr, Raymond T. Ng: A unified approach for mining outliers. CASCON 1997: 11 | |
39 | Edwin M. Knorr, Raymond T. Ng: A Unified Notion of Outliers: Properties and Computation. KDD 1997: 219-222 | |
38 | Edwin M. Knorr, Raymond T. Ng, David L. Shilvock: Finding Boundary Shape Matching Relationships in Spatial Data. SSD 1997: 29-46 | |
37 | Raymond T. Ng, Dominic Tam: Analysis of Multilevel Color Histograms. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 22-33 | |
36 | Daniel Barbará, William DuMouchel, Christos Faloutsos, Peter J. Haas, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Theodore Johnson, Raymond T. Ng, Viswanath Poosala, Kenneth A. Ross, Kenneth C. Sevcik: The New Jersey Data Reduction Report. IEEE Data Eng. Bull. 20(4): 3-45 (1997) | |
35 | Raymond T. Ng: Semantics, Consistency, and Query Processing of Empirical Deductive Databases. IEEE Trans. Knowl. Data Eng. 9(1): 32-49 (1997) | |
34 | Raymond T. Ng: Reasoning with Uncertainty in Deductive Databases and Logic Programs. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 5(3): 261-316 (1997) | |
33 | Raymond T. Ng, Xiaomei Tian: Incremental Algorithms for Optimizing Model Computation Based on Partial Instantiation. J. Log. Program. 30(3): 179-204 (1997) | |
32 | Dwifiandika S. Faulus, Raymond T. Ng: An expressive language and interface for image querying. Mach. Vis. Appl. 10(2): 74-85 (1997) | |
31 | Yannis E. Ioannidis, Raymond T. Ng, Kyuseok Shim, Timos K. Sellis: Parametric Query Optimization. VLDB J. 6(2): 132-151 (1997) | |
1996 | ||
30 | Edwin M. Knorr, Raymond T. Ng, David L. Shilvock: Performing boundary shape matching in spatial data. CASCON 1996: 20 | |
29 | Edwin M. Knorr, Raymond T. Ng: Extraction of Spatial Proximity Patterns by Concept Generalization. KDD 1996: 347-350 | |
28 | Dwifiandika S. Faulus, Raymond T. Ng: EXQUISI: An Expressive Query Interface for Similar Images. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 215-226 | |
27 | Raymond T. Ng, Andishe Sedighian: Evaluating Multidimensional Indexing Structures for Images Transformed by Principal Component Analysis. Storage and Retrieval for Image and Video Databases (SPIE) 1996: 50-61 | |
26 | Colin Bell, Anil Nerode, Raymond T. Ng, V. S. Subrahmanian: Implementing Deductive Databases by Mixed Integer Programming. ACM Trans. Database Syst. 21(2): 238-269 (1996) | |
25 | Edwin M. Knorr, Raymond T. Ng: Finding Aggregate Proximity Relationships and Commonalities in Spatial Data Mining. IEEE Trans. Knowl. Data Eng. 8(6): 884-897 (1996) | |
24 | Raymond T. Ng, Jinhai Yang: An Analysis of Buffer Sharing and Prefetching Techniques for Multimedia Systems. Multimedia Syst. 4(2): 55-69 (1996) | |
1995 | ||
23 | Raymond T. Ng, Xiaomei Tian: Incremental Methods for Optimizing Partial Instantiation. LPNMR 1995: 287-301 | |
22 | Christos Faloutsos, Raymond T. Ng, Timos K. Sellis: Flexible and Adaptable Buffer Management Techniques for Database Management Systems. IEEE Trans. Computers 44(4): 546-560 (1995) | |
21 | Anil Nerode, Raymond T. Ng, V. S. Subrahmanian: Computing Circumscriptive Databases: I. Theory and Algorithms Inf. Comput. 116(1): 58-80 (1995) | |
20 | Dwight J. Makaroff, Raymond T. Ng: Schemes for Implementing Buffer Sharing in Continuous-Media Systems. Inf. Syst. 20(6): 445-464 (1995) | |
1994 | ||
19 | Jiawei Han, Yongjian Fu, Raymond T. Ng: Cooperative Query Answering Using Multiple Layered Databases. CoopIS 1994: 47-58 | |
18 | Raymond T. Ng, Jiawei Han: Efficient and Effective Clustering Methods for Spatial Data Mining. VLDB 1994: 144-155 | |
17 | Raymond T. Ng, Jinhai Yang: Maximizing Buffer and Disk Utilizations for News On-Demand. VLDB 1994: 451-462 | |
16 | Raymond T. Ng, V. S. Subrahmanian: Stable Semantics for Probabilistic Deductive Databases Inf. Comput. 110(1): 42-83 (1994) | |
15 | Colin Bell, Anil Nerode, Raymond T. Ng, V. S. Subrahmanian: Mixed Integer Programming Methods for Computing Nonmonotonic Deductive Databases. J. ACM 41(6): 1178-1215 (1994) | |
1993 | ||
14 | Raymond T. Ng: Semantics and Consistency of Empirical Databases. ICLP 1993: 812-826 | |
13 | Colin Bell, Anil Nerode, Raymond T. Ng, V. S. Subrahmanian: Implementing Stable Semantics by Linear Programming. LPNMR 1993: 23-42 | |
12 | Raymond T. Ng, V. S. Subrahmanian: A Semantical Framework for Supporting Subjective and Conditional Probabilities in Deductive Databases. J. Autom. Reasoning 10(2): 191-235 (1993) | |
1992 | ||
11 | Colin Bell, Anil Nerode, Raymond T. Ng, V. S. Subrahmanian: Implementing Deductive Databases by Linear Programming. PODS 1992: 283-292 | |
10 | Raymond T. Ng, V. S. Subrahmanian: Empirical Probabilities in Monadic Deductive Databases. UAI 1992: 215-222 | |
9 | Yannis E. Ioannidis, Raymond T. Ng, Kyuseok Shim, Timos K. Sellis: Parametric Query Optimization. VLDB 1992: 103-114 | |
8 | Raymond T. Ng, V. S. Subrahmanian: Probabilistic Logic Programming Inf. Comput. 101(2): 150-201 (1992) | |
1991 | ||
7 | Raymond T. Ng, V. S. Subrahmanian: A Semantical Framework for Supporting Subjective and Conditional Probabilities in Deductive Databases. ICLP 1991: 565-580 | |
6 | Raymond T. Ng, V. S. Subrahmanian: Relating Dempster-Shafer Theory to Stable Semantics. ISLP 1991: 551-565 | |
5 | Raymond T. Ng, V. S. Subrahmanian: Stable Model Semantics for Probabilistic Deductive Databases. ISMIS 1991: 162-171 | |
4 | Raymond T. Ng, Christos Faloutsos, Timos K. Sellis: Flexible Buffer Allocation Based on Marginal Gains. SIGMOD Conference 1991: 387-396 | |
3 | Raymond T. Ng, V. S. Subrahmanian: Non-Monotonic Negation in Probabilistic Deductive Databases. UAI 1991: 249-256 | |
2 | Christos Faloutsos, Raymond T. Ng, Timos K. Sellis: Predictive Load Control for Flexible Buffer Allocation. VLDB 1991: 265-274 | |
1990 | ||
1 | Timos K. Sellis, Nick Roussopoulos, Raymond T. Ng: Efficient compilation of large rule bases using logical access paths. Inf. Syst. 15(1): 73-84 (1990) |