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ORCIDRaymond T. Ng
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- affiliation: University of British Columbia, Vancouver, Canada
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Books and Theses
- 2013
[b2]Raymond T. Ng, Patricia C. Arocena, Denilson Barbosa, Giuseppe Carenini, Luiz Celso Gomes Jr., Stephan Jou, Rock Anthony Leung, Evangelos E. Milios, Renée J. Miller, John Mylopoulos, Rachel Pottinger, Frank Wm. Tompa
, Eric S. K. Yu:
Perspectives on Business Intelligence. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2013, ISBN 9781627050937, pp. 1-163- 2011
- [b1]Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Methods for Mining and Summarizing Text Conversations. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2011, ISBN 978-3-031-00752-1
Journal Articles
- 2024
- [j61]Robert V. Bergen, Jean-François Rajotte, Fereshteh Yousefirizi, Arman Rahmim, Raymond T. Ng:
Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN. Comput. Methods Programs Biomed. 243: 107910 (2024) - [j60]Rudra Ranajee Saha, Laks V. S. Lakshmanan, Raymond T. Ng:
Stance Detection with Explanations. Comput. Linguistics 50(1): 193-235 (2024) - 2022
- [j59]Boyang Tom Jin, Feng Xu, Raymond T. Ng, James C. Hogg:
Mian: interactive web-based microbiome data table visualization and machine learning platform. Bioinform. 38(4): 1176-1178 (2022) - 2020
- [j58]Shu Yang, Xiaoxi Liu, Raymond T. Ng:
ProbeRating: a recommender system to infer binding profiles for nucleic acid-binding proteins. Bioinform. 36(18): 4797-4804 (2020) - 2019
- [j57]Shima Gerani, Giuseppe Carenini, Raymond T. Ng:
Modeling content and structure for abstractive review summarization. Comput. Speech Lang. 53: 302-331 (2019) - [j56]Jun-Ki Min, Raymond T. Ng, Kyuseok Shim:
Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs. J. Sensors 2019: 1496208:1-1496208:15 (2019) - 2018
- [j55]Shu Yang, Junwen Wang, Raymond T. Ng:
Inferring RNA sequence preferences for poorly studied RNA-binding proteins based on co-evolution. BMC Bioinform. 19(1): 96:1-96:12 (2018) - 2016
- [j54]Casey P. Shannon, Virginia Chen, Mandeep Takhar, Zsuzsanna Hollander, Robert Balshaw, Bruce McManus, Scott J. Tebbutt, Don D. Sin, Raymond T. Ng:
SABRE: a method for assessing the stability of gene modules in complex tissues and subject populations. BMC Bioinform. 17: 460:1-460:11 (2016) - 2015
- [j53]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
CODRA: A Novel Discriminative Framework for Rhetorical Analysis. Comput. Linguistics 41(3): 385-435 (2015) - [j52]Jun-Ki Min, Raymond T. Ng, Kyuseok Shim:
Aggregate query processing in the presence of duplicates in wireless sensor networks. Inf. Sci. 297: 1-20 (2015) - 2013
- [j51]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
Topic Segmentation and Labeling in Asynchronous Conversations. J. Artif. Intell. Res. 47: 521-573 (2013) - [j50]Gabriela V. Cohen Freue, Anna Meredith, Derek Smith, Axel Bergman, Mayu Sasaki, Karen K. Y. Lam, Zsuzsanna Hollander, Nina Opushneva, Mandeep Takhar, David Lin, Janet Wilson-McManus, Robert Balshaw, Paul A. Keown, Christoph H. Borchers, Bruce McManus, Raymond T. Ng, W. Robert McMaster:
Computational Biomarker Pipeline from Discovery to Clinical Implementation: Plasma Proteomic Biomarkers for Cardiac Transplantation. PLoS Comput. Biol. 9(4) (2013) - 2012
- [j49]Oliver P. Günther, Virginia Chen, Gabriela V. Cohen Freue, Robert Balshaw, Scott J. Tebbutt, Zsuzsanna Hollander, Mandeep Takhar, W. Robert McMaster, Bruce McManus, Paul Keown, Raymond T. Ng:
A computational pipeline for the development of multi-marker bio-signature panels and ensemble classifiers. BMC Bioinform. 13: 326 (2012) - [j48]Jacqueline M. Hughes-Oliver, Atina D. Brooks, William J. Welch, Morteza G. Khaledi, Douglas M. Hawkins, S. Stanley Young, Kirtesh Patil, Gary W. Howell, Raymond T. Ng, Moody T. Chu:
ChemModLab: A Web-Based Cheminformatics Modeling Laboratory. Silico Biol. 11(1-2): 61-81 (2012) - 2011
- [j47]Hongrae Lee, Raymond T. Ng, Kyuseok Shim:
Similarity Join Size Estimation using Locality Sensitive Hashing. Proc. VLDB Endow. 4(6): 338-349 (2011) - 2010
- [j46]Yannis E. Ioannidis, Dik Lun Lee, Raymond T. Ng:
Guest Editor's Introduction to the Special Section on the IEEE International Conference on Data Engineering. IEEE Trans. Knowl. Data Eng. 22(8): 1057-1058 (2010) - 2009
- [j45]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. Bioinform. 25(12) (2009) - [j44]Qianyi Zhang, Jacqueline M. Hughes-Oliver, Raymond T. Ng:
A Model-Based Ensembling Approach for Developing QSARs. J. Chem. Inf. Model. 49(8): 1857-1865 (2009) - [j43]Hongrae Lee, Raymond T. Ng, Kyuseok Shim:
Power-Law Based Estimation of Set Similarity Join Size. Proc. VLDB Endow. 2(1): 658-669 (2009) - 2008
- [j42]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 Bioinform. 9 (2008) - [j41]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 Bioinform. 9 (2008) - [j40]Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh:
On disclosure risk analysis of anonymized itemsets in the presence of prior knowledge. ACM Trans. Knowl. Discov. Data 2(3): 13:1-13:44 (2008) - 2007
- [j39]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. Bioinform. 23(23): 3162-3169 (2007) - [j38]Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim:
SQUIRE: Sequential pattern mining with quantities. J. Syst. Softw. 80(10): 1726-1745 (2007) - [j37]Raymond T. Ng, Jian Pei:
Introduction to the special issue on data mining for health informatics. SIGKDD Explor. 9(1): 1-2 (2007) - 2006
- [j36]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) - [j35]Andrea Malossini, Enrico Blanzieri, Raymond T. Ng:
Detecting potential labeling errors in microarrays by data perturbation. Bioinform. 22(17): 2114-2121 (2006) - [j34]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) - 2005
- [j33]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
- [j32]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
- [j31]Andrew Tae-Jun Kwon, Holger H. Hoos, Raymond T. Ng:
Inference of Transcriptional Regulation Relationships from Gene Expression Data. Bioinform. 19(8): 905-912 (2003) - [j30]David J. Hand, Daniel A. Keim, Raymond T. Ng:
Guest Editorial. Data Min. Knowl. Discov. 7(3): 239-240 (2003) - [j29]David J. Hand, Daniel A. Keim, Raymond T. Ng:
Guest Editorial. Data Min. Knowl. Discov. 7(4): 347-348 (2003) - [j28]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) - 2002
- [j27]Carson Kai-Sang Leung, Laks V. S. Lakshmanan, Raymond T. Ng:
Exploiting succinct constraints using FP-trees. SIGKDD Explor. 4(1): 40-49 (2002) - [j26]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) - [j25]Toon Calders, Raymond T. Ng, Jef Wijsen:
Searching for dependencies at multiple abstraction levels. ACM Trans. Database Syst. 27(3): 229-260 (2002) - 2000
- [j24]Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng:
The Segment Support Map: Scalable Mining of Frequent Itemsets. SIGKDD Explor. 2(2): 21-27 (2000) - [j23]Edwin M. Knorr, Raymond T. Ng, V. Tucakov:
Distance-Based Outliers: Algorithms and Applications. VLDB J. 8(3-4): 237-253 (2000) - [j22]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
- [j21]Jiawei Han, Laks V. S. Lakshmanan, Raymond T. Ng:
Constraint-Based Multidimensional Data Mining. Computer 32(8): 46-50 (1999) - [j20]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
- [j19]Raymond T. Ng, Jiawei Han, Laks V. S. Lakshmanan:
Editorial. Data Min. Knowl. Discov. 2(3): 231-232 (1998) - [j18]Raymond T. Ng, Paul Shum:
Optimal Clip Ordering for Multi-Clip Queries. VLDB J. 7(4): 239-252 (1998) - 1997
- [j17]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) - [j16]Raymond T. Ng:
Reasoning with Uncertainty in Deductive Databases and Logic Programs. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 5(3): 261-316 (1997) - [j15]Raymond T. Ng, Xiaomei Tian:
Incremental Algorithms for Optimizing Model Computation Based on Partial Instantiation. J. Log. Program. 30(3): 179-204 (1997) - [j14]Dwifiandika S. Faulus, Raymond T. Ng:
An expressive language and interface for image querying. Mach. Vis. Appl. 10(2): 74-85 (1997) - [j13]Raymond T. Ng:
Semantics, Consistency, and Query Processing of Empirical Deductive Databases. IEEE Trans. Knowl. Data Eng. 9(1): 32-49 (1997) - [j12]Yannis E. Ioannidis, Raymond T. Ng, Kyuseok Shim, Timos K. Sellis:
Parametric Query Optimization. VLDB J. 6(2): 132-151 (1997) - 1996
- [j11]Raymond T. Ng, Jinhai Yang:
An Analysis of Buffer Sharing and Prefetching Techniques for Multimedia Systems. Multim. Syst. 4(2): 55-69 (1996) - [j10]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) - [j9]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) - 1995
- [j8]Anil Nerode, Raymond T. Ng, V. S. Subrahmanian:
Computing Circumscriptive Databases: I. Theory and Algorithms. Inf. Comput. 116(1): 58-80 (1995) - [j7]Dwight J. Makaroff, Raymond T. Ng:
Schemes for Implementing Buffer Sharing in Continuous-Media Systems. Inf. Syst. 20(6): 445-464 (1995) - [j6]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) - 1994
- [j5]Raymond T. Ng, V. S. Subrahmanian:
Stable Semantics for Probabilistic Deductive Databases. Inf. Comput. 110(1): 42-83 (1994) - [j4]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
- [j3]Raymond T. Ng, V. S. Subrahmanian:
A Semantical Framework for Supporting Subjective and Conditional Probabilities in Deductive Databases. J. Autom. Reason. 10(2): 191-235 (1993) - 1992
- [j2]Raymond T. Ng, V. S. Subrahmanian:
Probabilistic Logic Programming. Inf. Comput. 101(2): 150-201 (1992) - 1990
- [j1]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)
Conference and Workshop Papers
- 2023
- [c114]Roberto Fedrigo, Fereshteh Yousefirizi, Ziping Liu, Abhinav K. Jha, Robert V. Bergen, Jean-François Rajotte, Raymond T. Ng, Ingrid Bloise, Sara Harsini, Dan J. Kadrmas, Carlos F. Uribe, Arman Rahmim:
Observer study-based evaluation of TGAN architecture used to generate oncological PET images. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2023 - 2022
- [c113]Robert V. Bergen, Jean-François Rajotte, Fereshteh Yousefirizi, Ivan S. Klyuzhin, Arman Rahmim, Raymond T. Ng:
3D PET image generation with tumour masks using TGAN. Medical Imaging: Image Processing 2022 - [c112]Ali Seyfi, Jean-François Rajotte, Raymond T. Ng:
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN). NeurIPS 2022 - 2021
- [c111]Hyeju Jang, Seojin Bang, Wen Xiao, Giuseppe Carenini, Raymond T. Ng, Young Ji Lee:
KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification. DeeLIO@NAACL-HLT 2021: 96-107 - [c110]Jean-François Rajotte, Sumit Mukherjee, Caleb Robinson, Anthony Ortiz, Christopher West, Juan M. Lavista Ferres, Raymond T. Ng:
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary. GoodIT 2021: 79-84 - 2020
- [c109]Sarah Elhammadi, Laks V. S. Lakshmanan, Raymond T. Ng, Michael Simpson, Baoxing Huai, Zhefeng Wang, Lanjun Wang:
A High Precision Pipeline for Financial Knowledge Graph Construction. COLING 2020: 967-977 - [c108]Jean-François Rajotte, Raymond T. Ng:
Private data sharing between decentralized users through the privGAN architecture. EDOC Workshops 2020: 37-42 - [c107]Nadiya Straton, Hyeju Jang, Raymond T. Ng:
Stigma Annotation Scheme and Stigmatized Language Detection in Health-Care Discussions on Social Media. LREC 2020: 1178-1190 - 2019
- [c106]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray:
Discourse Analysis and Its Applications. ACL (4) 2019: 12-17 - [c105]Hyeju Jang, Young Ji Lee, Giuseppe Carenini, Raymond T. Ng, Grace Campbell, Kendall Ho:
Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum. Canadian AI 2019: 492-497 - [c104]Nadiya Straton, Raymond T. Ng, Hyeju Jang, Ravi Vatrapu, Raghava Rao Mukkamala:
Predictive modelling of stigmatized behaviour in vaccination discussions on Facebook. BIBM 2019: 2561-2568 - [c103]Nadiya Straton, Hyeju Jang, Raymond T. Ng, Ravi Vatrapu, Raghava Rao Mukkamala:
Computational modeling of stigmatized behaviour in pro-vaccination and anti-vaccination discussions on social media. BIBM 2019: 2673-2681 - 2018
- [c102]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray:
Discourse Processing and Its Applications in Text Mining. ICDM 2018: 7 - [c101]Darra L. Hofman, Casey P. Shannon, Bruce McManus, Victoria L. Lemieux, Karen K. Y. Lam, Sara Assadian, Raymond T. Ng:
Building Trust & Protecting Privacy: Analyzing Evidentiary Quality in a Blockchain Proof-of-Concept for Health Research Data Consent Management. iThings/GreenCom/CPSCom/SmartData 2018: 1650-1656 - 2017
- [c100]Jordon Johnson, Vaden Masrani, Giuseppe Carenini, Raymond T. Ng:
Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards. SIGDIAL Conference 2017: 263-272 - [c99]Bita Nejat, Giuseppe Carenini, Raymond T. Ng:
Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis. SIGDIAL Conference 2017: 289-298 - 2016
- [c98]Kailang Jiang, Giuseppe Carenini, Raymond T. Ng:
Training Data Enrichment for Infrequent Discourse Relations. COLING 2016: 2603-2614 - 2014
- [c97]Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng:
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries. ACL (1) 2014: 1220-1230 - [c96]Kelsey R. Allen, Giuseppe Carenini, Raymond T. Ng:
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure. EMNLP 2014: 1169-1180 - [c95]Shima Gerani, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Bita Nejat:
Abstractive Summarization of Product Reviews Using Discourse Structure. EMNLP 2014: 1602-1613 - [c94]Xuan-Hong Dang, Ira Assent, Raymond T. Ng, Arthur Zimek, Erich Schubert:
Discriminative features for identifying and interpreting outliers. ICDE 2014: 88-99 - [c93]Tatsuro Oya, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng:
A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships. INLG 2014: 45-53 - 2013
- [c92]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Yashar Mehdad:
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis. ACL (1) 2013: 486-496 - [c91]Yashar Mehdad, Giuseppe Carenini, Frank Wm. Tompa, Raymond T. Ng:
Abstractive Meeting Summarization with Entailment and Fusion. ENLG 2013: 136-146 - [c90]Barbora Micenková, Raymond T. Ng, Xuan-Hong Dang, Ira Assent:
Explaining Outliers by Subspace Separability. ICDM 2013: 518-527 - [c89]Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Shafiq R. Joty:
Towards Topic Labeling with Phrase Entailment and Aggregation. HLT-NAACL 2013: 179-189 - [c88]Xuan-Hong Dang, Barbora Micenková, Ira Assent, Raymond T. Ng:
Local Outlier Detection with Interpretation. ECML/PKDD (3) 2013: 304-320 - [c87]Ira Assent, Xuan-Hong Dang, Barbora Micenková, Raymond T. Ng:
Outlier Detection with Space Transformation and Spectral Analysis. SDM 2013: 225-233 - [c86]Maryam Tavafi, Yashar Mehdad, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
Dialogue Act Recognition in Synchronous and Asynchronous Conversations. SIGDIAL Conference 2013: 117-121 - 2012
- [c85]Shama Rashid, Giuseppe Carenini, Raymond T. Ng:
A Visual Interface for Analyzing Text Conversations. BIRTE 2012: 93-108 - [c84]Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
A Novel Discriminative Framework for Sentence-Level Discourse Analysis. EMNLP-CoNLL 2012: 904-915 - [c83]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
Using the Omega Index for Evaluating Abstractive Community Detection. EvalMetrics@NAACL-HLT 2012: 10-18 - 2011
- [c82]Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Supervised Topic Segmentation of Email Conversations. ICWSM 2011 - 2010
- [c81]Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. EMNLP 2010: 388-398 - [c80]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
Generating and Validating Abstracts of Meeting Conversations: a User Study. INLG 2010 - [c79]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
The impact of ASR on abstractive vs. extractive meeting summaries. INTERSPEECH 2010: 1688-1691 - [c78]Gabriel Murray, Giuseppe Carenini, Raymond T. Ng:
Interpretation and Transformation for Abstracting Conversations. HLT-NAACL 2010: 894-902 - 2009
- [c77]Hongrae Lee, Raymond T. Ng, Kyuseok Shim:
Approximate substring selectivity estimation. EDBT 2009: 827-838 - [c76]Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng:
Regression-Based Summarization of Email Conversations. ICWSM 2009 - [c75]Raymond T. Ng:
Towards Multi-modal Extraction and Summarization of Conversations. APWeb/WAIM 2009: 2 - 2008
- [c74]Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou:
Summarizing Emails with Conversational Cohesion and Subjectivity. ACL 2008: 353-361 - 2007
- [c73]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 - [c72]Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh:
Preservation Of Patterns and Input-Output Privacy. ICDE 2007: 696-705 - [c71]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 - [c70]Hongrae Lee, Raymond T. Ng, Kyuseok Shim:
Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance. VLDB 2007: 195-206 - [c69]Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou:
Summarizing email conversations with clue words. WWW 2007: 91-100 - 2006
- [c68]Giuseppe Carenini, Raymond T. Ng, Adam Pauls:
Multi-Document Summarization of Evaluative Text. EACL 2006 - [c67]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 - [c66]Giuseppe Carenini, Raymond T. Ng, Adam Pauls:
Interactive multimedia summaries of evaluative text. IUI 2006: 124-131 - 2005
- [c65]Giuseppe Carenini, Raymond T. Ng, Ed Zwart:
Extracting knowledge from evaluative text. K-CAP 2005: 11-18 - [c64]Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou:
Scalable discovery of hidden emails from large folders. KDD 2005: 544-549 - [c63]Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou, Ed Zwart:
Discovery and regeneration of hidden emails. SAC 2005: 503-510 - [c62]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 - [c61]Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng:
MDL Summarization with Holes. VLDB 2005: 433-444 - 2004
- [c60]H. V. Jagadish, Raymond T. Ng, Beng Chin Ooi, Anthony K. H. Tung:
ItCompress: An Iterative Semantic Compression Algorithm. ICDE 2004: 646-657 - [c59]Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim:
SQUIRE: Sequential Pattern Mining with Quantities. ICDE 2004: 827 - [c58]James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar:
Parallel computation of high dimensional robust correlation and covariance matrices. KDD 2004: 533-538 - [c57]Yuhan Cai, Raymond T. Ng:
Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials. SIGMOD Conference 2004: 599-610 - [c56]Lei Chen, Raymond T. Ng:
On The Marriage of Lp-norms and Edit Distance. VLDB 2004: 792-803 - 2003
- [c55]Andrew Tae-Jun Kwon, Holger H. Hoos, Raymond T. Ng:
Inference of Transcriptional Regulation Relationships from Gene Expression Data. SAC 2003: 135-140 - 2002
- [c54]Carson Kai-Sang Leung, Raymond T. Ng, Heikki Mannila:
OSSM: A Segmentation Approach to Optimize Frequency Counting. ICDE 2002: 583-592 - [c53]Jessica M. Phan, Raymond T. Ng, Man Saint Yuen, Steve Jones:
GEA: A Toolkit for Gene Expression Analysis. BIOKDD 2002: 63-70 - [c52]Jessica M. Phan, Raymond T. Ng:
GEA: a toolkit for gene expression analysis. SIGMOD Conference 2002: 628 - [c51]Laks V. S. Lakshmanan, Raymond T. Ng, Christine Xing Wang, Xiaodong Zhou, Theodore Johnson:
The Generalized MDL Approach for Summarization. VLDB 2002: 766-777 - 2001
- [c50]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 - [c49]Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han:
Constraint-based clustering in large databases. ICDT 2001: 405-419 - [c48]Raymond T. Ng, Jörg Sander, Monica C. Sleumer:
Hierarchical cluster analysis of SAGE data for cancer profiling. BIOKDD 2001: 65-72 - [c47]Edwin M. Knorr, Raymond T. Ng, Ruben H. Zamar:
Robust space transformations for distance-based operations. KDD 2001: 126-135 - [c46]Raymond T. Ng, Alan S. Wagner, Yu Yin:
Iceberg-cube computation with PC clusters. SIGMOD Conference 2001: 25-36 - [c45]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
- [c44]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 - [c43]Olga Kapitskaia, Raymond T. Ng, Divesh Srivastava:
Evolution and Revolutions in LDAP Directory Caches. EDBT 2000: 202-216 - [c42]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 - [c41]Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander:
LOF: Identifying Density-Based Local Outliers. SIGMOD Conference 2000: 93-104 - [c40]Theodore Johnson, Laks V. S. Lakshmanan, Raymond T. Ng:
The 3W Model and Algebra for Unified Data Mining. VLDB 2000: 21-32 - 1999
- [c39]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 - [c38]Jef Wijsen, Raymond T. Ng, Toon Calders:
Discovering Roll-Up Dependencies. KDD 1999: 213-222 - [c37]Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jörg Sander:
OPTICS-OF: Identifying Local Outliers. PKDD 1999: 262-270 - [c36]H. V. Jagadish, Raymond T. Ng, Divesh Srivastava:
Substring Selectivity Estimation. PODS 1999: 249-260 - [c35]Janice I. Glasgow, Raymond T. Ng:
Data Mining and Knowledge Discovery in Molecular Databases - Session Introduction. Pacific Symposium on Biocomputing 1999: 124-125 - [c34]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 - [c33]Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Teresa Mah:
Exploratory Mining via Constrained Frequent Set Queries. SIGMOD Conference 1999: 556-558 - [c32]Jef Wijsen, Raymond T. Ng:
Temporal Dependencies Generalized for Spatial and Other Dimensions. Spatio-Temporal Database Management 1999: 189-203 - [c31]H. V. Jagadish, J. Madar, Raymond T. Ng:
Semantic Compression and Pattern Extraction with Fascicles. VLDB 1999: 186-198 - [c30]Edwin M. Knorr, Raymond T. Ng:
Finding Intensional Knowledge of Distance-Based Outliers. VLDB 1999: 211-222 - [c29]H. V. Jagadish, Olga Kapitskaia, Raymond T. Ng, Divesh Srivastava:
Multi-Dimensional Substring Selectivity Estimation. VLDB 1999: 387-398 - 1998
- [c28]Theodore Johnson, Ivy Kwok, Raymond T. Ng:
Fast Computation of 2-Dimensional Depth Contours. KDD 1998: 224-228 - [c27]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 - [c26]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 - [c25]Carson Kai-Sang Leung, Raymond T. Ng:
Multiscale Similarity Matching for Subimage Queries of Arbitrary Size. VDB 1998: 243-264 - [c24]Edwin M. Knorr, Raymond T. Ng:
Algorithms for Mining Distance-Based Outliers in Large Datasets. VLDB 1998: 392-403 - 1997
- [c23]Edwin M. Knorr, Raymond T. Ng:
A unified approach for mining outliers. CASCON 1997: 11 - [c22]Edwin M. Knorr, Raymond T. Ng:
A Unified Notion of Outliers: Properties and Computation. KDD 1997: 219-222 - [c21]Raymond T. Ng, Dominic Tam:
Analysis of Multilevel Color Histograms. Storage and Retrieval for Image and Video Databases (SPIE) 1997: 22-33 - [c20]Edwin M. Knorr, Raymond T. Ng, David L. Shilvock:
Finding Boundary Shape Matching Relationships in Spatial Data. SSD 1997: 29-46 - 1996
- [c19]Edwin M. Knorr, Raymond T. Ng, David L. Shilvock:
Performing boundary shape matching in spatial data. CASCON 1996: 20 - [c18]Edwin M. Knorr, Raymond T. Ng:
Extraction of Spatial Proximity Patterns by Concept Generalization. KDD 1996: 347-350 - [c17]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 - [c16]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 - 1995
- [c15]Raymond T. Ng, Xiaomei Tian:
Incremental Methods for Optimizing Partial Instantiation. LPNMR 1995: 287-301 - 1994
- [c14]Jiawei Han, Yongjian Fu, Raymond T. Ng:
Cooperative Query Answering Using Multiple Layered Databases. CoopIS 1994: 47-58 - [c13]Raymond T. Ng, Jiawei Han:
Efficient and Effective Clustering Methods for Spatial Data Mining. VLDB 1994: 144-155 - [c12]Raymond T. Ng, Jinhai Yang:
Maximizing Buffer and Disk Utilizations for News On-Demand. VLDB 1994: 451-462 - 1993
- [c11]Raymond T. Ng:
Semantics and Consistency of Empirical Databases. ICLP 1993: 812-826 - [c10]Colin Bell, Anil Nerode, Raymond T. Ng, V. S. Subrahmanian:
Implementing Stable Semantics by Linear Programming. LPNMR 1993: 23-42 - 1992
- [c9]Colin Bell, Anil Nerode, Raymond T. Ng, V. S. Subrahmanian:
Implementing Deductive Databases by Linear Programming. PODS 1992: 283-292 - [c8]Raymond T. Ng, V. S. Subrahmanian:
Empirical Probabilities in Monadic Deductive Databases. UAI 1992: 215-222 - [c7]Yannis E. Ioannidis, Raymond T. Ng, Kyuseok Shim, Timos K. Sellis:
Parametric Query Optimization. VLDB 1992: 103-114 - 1991
- [c6]Raymond T. Ng, V. S. Subrahmanian:
A Semantical Framework for Supporting Subjective and Conditional Probabilities in Deductive Databases. ICLP 1991: 565-580 - [c5]Raymond T. Ng, V. S. Subrahmanian:
Stable Model Semantics for Probabilistic Deductive Databases. ISMIS 1991: 162-171 - [c4]Raymond T. Ng, Christos Faloutsos, Timos K. Sellis:
Flexible Buffer Allocation Based on Marginal Gains. SIGMOD Conference 1991: 387-396 - [c3]Raymond T. Ng, V. S. Subrahmanian:
Relating Dempster-Shafer Theory to Stable Semantics. ISLP 1991: 551-565 - [c2]Raymond T. Ng, V. S. Subrahmanian:
Non-Monotonic Negation in Probabilistic Deductive Databases. UAI 1991: 249-256 - [c1]Christos Faloutsos, Raymond T. Ng, Timos K. Sellis:
Predictive Load Control for Flexible Buffer Allocation. VLDB 1991: 265-274
Editorship
- 2009
- [e2]Yannis E. Ioannidis, Dik Lun Lee, Raymond T. Ng:
Proceedings of the 25th International Conference on Data Engineering, ICDE 2009, March 29 2009 - April 2 2009, Shanghai, China. IEEE Computer Society 2009, ISBN 978-0-7695-3545-6 [contents] - 2000
- [e1]Raymond T. Ng:
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, KDD 2000, Boston, Massachusetts, USA, August 20-23, 2000. ACM 2000, ISBN 978-1-58113-305-9 [contents]
Informal and Other Publications
- 2022
- [i12]Ali Seyfi, Jean-François Rajotte, Raymond T. Ng:
Group GAN. CoRR abs/2205.13741 (2022) - [i11]Robert V. Bergen, Jean-François Rajotte, Fereshteh Yousefirizi, Arman Rahmim, Raymond T. Ng:
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN. CoRR abs/2206.06448 (2022) - 2021
- [i10]Jean-François Rajotte, Sumit Mukherjee, Caleb Robinson, Anthony Ortiz, Christopher West, Juan Lavista Ferres, Raymond T. Ng:
Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary. CoRR abs/2101.07235 (2021) - [i9]Robert V. Bergen, Jean-François Rajotte, Fereshteh Yousefirizi, Ivan S. Klyuzhin, Arman Rahmim, Raymond T. Ng:
3-D PET Image Generation with tumour masks using TGAN. CoRR abs/2111.01866 (2021) - 2020
- [i8]Jean-François Rajotte, Raymond T. Ng:
Private data sharing between decentralized users through the privGAN architecture. CoRR abs/2009.06764 (2020) - 2014
- [i7]Shafiq Rayhan Joty, Giuseppe Carenini, Raymond T. Ng:
Topic Segmentation and Labeling in Asynchronous Conversations. CoRR abs/1402.0586 (2014) - 2013
- [i6]Raymond T. Ng, V. S. Subrahmanian:
Empirical Probabilities in Monadic Deductive Databases. CoRR abs/1303.5420 (2013) - [i5]Raymond T. Ng, V. S. Subrahmanian:
Non-monotonic Negation in Probabilistic Deductive Databases. CoRR abs/1303.5735 (2013) - 2011
- [i4]Hongrae Lee, Raymond T. Ng, Kyuseok Shim:
Similarity Join Size Estimation using Locality Sensitive Hashing. CoRR abs/1104.3212 (2011) - 2008
- [i3]Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng:
The University of British Columbia at TAC 2008. TAC 2008 - 2004
- [i2]Raghu Ramakrishnan, Rakesh Agrawal, Johann-Christoph Freytag, Toni Bollinger, Christopher W. Clifton, Saso Dzeroski, Jochen Hipp, Daniel A. Keim, Stefan Kramer, Hans-Peter Kriegel, Ulf Leser, Bing Liu, Heikki Mannila, Rosa Meo, Shinichi Morishita, Raymond T. Ng, Jian Pei, Prabhakar Raghavan, Myra Spiliopoulou, Jaideep Srivastava, Vicenç Torra:
Data Mining: The Next Generation. Perspectives Workshop: Data Mining: The Next Generation 2004 - 1999
- [i1]Raymond T. Ng:
Review - Clustering Categorical Data: An Approach Based on Dynamical Systems. ACM SIGMOD Digit. Rev. 1 (1999)
Coauthor Index
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