Raymond T. Ng

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 29

Top Venues

CoRR

EMNLP

Bioinform.

BMC Bioinform.

Publications

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 (2024)
Ali Seyfi, Jean-François Rajotte, Raymond T. Ng
Group GAN. CoRR (2022)
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 (2022)
Ali Seyfi, Jean-François Rajotte, Raymond T. Ng
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN). NeurIPS (2022)
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) (2022)
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 (2021)
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)
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 (2021)
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)
Shu Yang, Xiaoxi Liu, Raymond T. Ng
ProbeRating: a recommender system to infer binding profiles for nucleic acid-binding proteins. Bioinform. 36 (18) (2020)
Nadiya Straton, Hyeju Jang, Raymond T. Ng
Stigma Annotation Scheme and Stigmatized Language Detection in Health-Care Discussions on Social Media. LREC (2020)
Jean-François Rajotte, Raymond T. Ng
Private data sharing between decentralized users through the privGAN architecture. CoRR (2020)
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)
Jean-François Rajotte, Raymond T. Ng
Private data sharing between decentralized users through the privGAN architecture. EDOC Workshops (2020)
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 Conference on AI (2019)
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)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
Discourse Analysis and Its Applications. ACL (4) (2019)
Shima Gerani, Giuseppe Carenini, Raymond T. Ng
Modeling content and structure for abstractive review summarization. Comput. Speech Lang. 53 (2019)
Jun-Ki Min, Raymond T. Ng, Kyuseok Shim
Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs. J. Sensors 2019 (2019)
Nadiya Straton, Raymond T. Ng, Hyeju Jang, Ravi Vatrapu, Raghava Rao Mukkamala
Predictive modelling of stigmatized behaviour in vaccination discussions on Facebook. BIBM (2019)
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) (2018)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng, Gabriel Murray
Discourse Processing and Its Applications in Text Mining. ICDM (2018)
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)
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)
Bita Nejat, Giuseppe Carenini, Raymond T. Ng
Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis. SIGDIAL Conference (2017)
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 (2016)
Kailang Jiang, Giuseppe Carenini, Raymond T. Ng
Training Data Enrichment for Infrequent Discourse Relations. COLING (2016)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
CODRA: A Novel Discriminative Framework for Rhetorical Analysis. Comput. Linguistics 41 (3) (2015)
Jun-Ki Min, Raymond T. Ng, Kyuseok Shim
Aggregate query processing in the presence of duplicates in wireless sensor networks. Inf. Sci. 297 (2015)
Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries. ACL (1) (2014)
Shafiq Rayhan Joty, Giuseppe Carenini, Raymond T. Ng
Topic Segmentation and Labeling in Asynchronous Conversations. CoRR (2014)
Tatsuro Oya, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng
A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships. INLG (2014)
Xuan-Hong Dang, Ira Assent, Raymond T. Ng, Arthur Zimek, Erich Schubert
Discriminative features for identifying and interpreting outliers. ICDE (2014)
Shima Gerani, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Bita Nejat
Abstractive Summarization of Product Reviews Using Discourse Structure. EMNLP (2014)
Kelsey R. Allen, Giuseppe Carenini, Raymond T. Ng
Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure. EMNLP (2014)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
Topic Segmentation and Labeling in Asynchronous Conversations. J. Artif. Intell. Res. 47 (2013)
Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Shafiq R. Joty
Towards Topic Labeling with Phrase Entailment and Aggregation. HLT-NAACL (2013)
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)
Ira Assent, Xuan-Hong Dang, Barbora Micenková, Raymond T. Ng
Outlier Detection with Space Transformation and Spectral Analysis. SDM (2013)
Raymond T. Ng, V. S. Subrahmanian
Non-monotonic Negation in Probabilistic Deductive Databases CoRR (2013)
Yashar Mehdad, Giuseppe Carenini, Frank Wm. Tompa, Raymond T. Ng
Abstractive Meeting Summarization with Entailment and Fusion. ENLG (2013)
Maryam Tavafi, Yashar Mehdad, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
Dialogue Act Recognition in Synchronous and Asynchronous Conversations. SIGDIAL Conference (2013)
Raymond T. Ng, V. S. Subrahmanian
Empirical Probabilities in Monadic Deductive Databases CoRR (2013)
Xuan-Hong Dang, Barbora Micenková, Ira Assent, Raymond T. Ng
Local Outlier Detection with Interpretation. ECML/PKDD (3) (2013)
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)
Barbora Micenková, Raymond T. Ng, Xuan-Hong Dang, Ira Assent
Explaining Outliers by Subspace Separability. ICDM (2013)
Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
A Novel Discriminative Framework for Sentence-Level Discourse Analysis. EMNLP-CoNLL (2012)
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) (2012)
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 (2012)
Shama Rashid, Giuseppe Carenini, Raymond T. Ng
A Visual Interface for Analyzing Text Conversations. BIRTE (2012)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
Using the Omega Index for Evaluating Abstractive Community Detection. EvalMetrics@NAACL-HLT (2012)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Similarity Join Size Estimation using Locality Sensitive Hashing CoRR (2011)
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
Supervised Topic Segmentation of Email Conversations. ICWSM (2011)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Similarity Join Size Estimation using Locality Sensitive Hashing. Proc. VLDB Endow. 4 (6) (2011)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
Generating and Validating Abstracts of Meeting Conversations: a User Study. INLG (2010)
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) (2010)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
The impact of ASR on abstractive vs. extractive meeting summaries. INTERSPEECH (2010)
Gabriel Murray, Giuseppe Carenini, Raymond T. Ng
Interpretation and Transformation for Abstracting Conversations. HLT-NAACL (2010)
Shafiq R. Joty, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. EMNLP (2010)
Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond T. Ng
Regression-Based Summarization of Email Conversations. ICWSM (2009)
Qianyi Zhang, Jacqueline M. Hughes-Oliver, Raymond T. Ng
A Model-Based Ensembling Approach for Developing QSARs. J. Chem. Inf. Model. 49 (8) (2009)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Approximate substring selectivity estimation. EDBT (2009)
Raymond T. Ng
Towards Multi-modal Extraction and Summarization of Conversations. APWeb/WAIM (2009)
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)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Power-Law Based Estimation of Set Similarity Join Size. Proc. VLDB Endow. 2 (1) (2009)
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)
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) (2008)
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou
Summarizing Emails with Conversational Cohesion and Subjectivity. ACL (2008)
Gabriel Murray, Shafiq R. Joty, Giuseppe Carenini, Raymond T. Ng
The University of British Columbia at TAC 2008. TAC (2008)
Raj Chari, Bradley P. Coe, Craig Wedseltoft, Marie Benetti, Ian M. Wilson, Emily A. Vucic, Calum MacAulay, Raymond T. Ng, Wan L. Lam
: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes. BMC Bioinform. 9 (2008)
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)
Raymond T. Ng, Jian Pei
Introduction to the special issue on data mining for health informatics. SIGKDD Explor. 9 (1) (2007)
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) (2007)
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance. VLDB (2007)
Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim
SQUIRE: Sequential pattern mining with quantities. J. Syst. Softw. 80 (10) (2007)
Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh
Preservation Of Patterns and Input-Output Privacy. ICDE (2007)
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou
Summarizing email conversations with clue words. WWW (2007)
Chaitanya Gokhale, Nitin Gupta, Pranav Kumar, Laks V. S. Lakshmanan, Raymond T. Ng, B. Aditya Prakash
Complex Group-By Queries for XML. ICDE (2007)
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar
Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices. Algorithmica 45 (3) (2006)
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) (2006)
Giuseppe Carenini, Raymond T. Ng, Adam Pauls
Interactive multimedia summaries of evaluative text. IUI (2006)
Andrea Malossini, Enrico Blanzieri, Raymond T. Ng
Detecting potential labeling errors in microarrays by data perturbation. Bioinform. 22 (17) (2006)
Giuseppe Carenini, Raymond T. Ng, Adam Pauls
Multi-Document Summarization of Evaluative Text. EACL (2006)
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)
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) (2005)
Shaofeng Bu, Laks V. S. Lakshmanan, Raymond T. Ng
MDL Summarization with Holes. VLDB (2005)
Giuseppe Carenini, Raymond T. Ng, Ed Zwart
Extracting knowledge from evaluative text. K-CAP (2005)
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou
Scalable discovery of hidden emails from large folders. KDD (2005)
Laks V. S. Lakshmanan, Raymond T. Ng, Ganesh Ramesh
To Do or Not To Do: The Dilemma of Disclosing Anonymized Data. SIGMOD Conference (2005)
Giuseppe Carenini, Raymond T. Ng, Xiaodong Zhou, Ed Zwart
Discovery and regeneration of hidden emails. SAC (2005)
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)
James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar
Parallel computation of high dimensional robust correlation and covariance matrices. KDD (2004)
Chulyun Kim, Jong-Hwa Lim, Raymond T. Ng, Kyuseok Shim
SQUIRE: Sequential Pattern Mining with Quantities. ICDE (2004)
Yuhan Cai, Raymond T. Ng
Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials. SIGMOD Conference (2004)
Lei Chen, Raymond T. Ng
On The Marriage of Lp-norms and Edit Distance. VLDB (2004)
H. V. Jagadish, Raymond T. Ng, Beng Chin Ooi, Anthony K. H. Tung
ItCompress: An Iterative Semantic Compression Algorithm. ICDE (2004)
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) (2004)
Laks V. S. Lakshmanan, Carson Kai-Sang Leung, Raymond T. Ng
Efficient dynamic mining of constrained frequent sets. ACM Trans. Database Syst. 28 (4) (2003)
Andrew Tae-Jun Kwon, Holger H. Hoos, Raymond T. Ng
Inference of Transcriptional Regulation Relationships from Gene Expression Data. Bioinform. 19 (8) (2003)
David J. Hand, Daniel A. Keim, Raymond T. Ng
Guest Editorial. Data Min. Knowl. Discov. 7 (4) (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Raymond T. Ng