Raymond T. Ng

Affiliations:
  • University of British Columbia, Vancouver, Canada


According to our database1, Raymond T. Ng authored at least 176 papers between 1990 and 2024.

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Bibliography

2024
Stance Detection with Explanations.
Comput. Linguistics, March, 2024

Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN.
Comput. Methods Programs Biomed., January, 2024

2023
Observer study-based evaluation of TGAN architecture used to generate oncological PET images.
Proceedings of the Medical Imaging 2023: Image Perception, 2023

2022
Group GAN.
CoRR, 2022

Mian: interactive web-based microbiome data table visualization and machine learning platform.
Bioinform., 2022

Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN).
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

3D PET image generation with tumour masks using TGAN.
Proceedings of the Medical Imaging 2022: Image Processing, 2022

2021
3-D PET Image Generation with tumour masks using TGAN.
CoRR, 2021

Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary.
Proceedings of the GoodIT '21: Conference on Information Technology for Social Good, 2021

KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification.
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021

2020
ProbeRating: a recommender system to infer binding profiles for nucleic acid-binding proteins.
Bioinform., 2020

Stigma Annotation Scheme and Stigmatized Language Detection in Health-Care Discussions on Social Media.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Private data sharing between decentralized users through the privGAN architecture.
Proceedings of the 24th IEEE International Enterprise Distributed Object Computing Workshop, 2020

A High Precision Pipeline for Financial Knowledge Graph Construction.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Efficient Aggregation Processing in the Presence of Duplicately Detected Objects in WSNs.
J. Sensors, 2019

Modeling content and structure for abstractive review summarization.
Comput. Speech Lang., 2019

Predictive modelling of stigmatized behaviour in vaccination discussions on Facebook.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Computational modeling of stigmatized behaviour in pro-vaccination and anti-vaccination discussions on social media.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Neural Prediction of Patient Needs in an Ovarian Cancer Online Discussion Forum.
Proceedings of the Advances in Artificial Intelligence, 2019

Discourse Analysis and Its Applications.
Proceedings of the 57th Conference of the Association for Computational Linguistics: Tutorial Abstracts, 2019

2018
Inferring RNA sequence preferences for poorly studied RNA-binding proteins based on co-evolution.
BMC Bioinform., 2018

Building Trust & Protecting Privacy: Analyzing Evidentiary Quality in a Blockchain Proof-of-Concept for Health Research Data Consent Management.
Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Discourse Processing and Its Applications in Text Mining.
Proceedings of the IEEE International Conference on Data Mining, 2018

2017
Exploring Joint Neural Model for Sentence Level Discourse Parsing and Sentiment Analysis.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Generating and Evaluating Summaries for Partial Email Threads: Conversational Bayesian Surprise and Silver Standards.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

2016
SABRE: a method for assessing the stability of gene modules in complex tissues and subject populations.
BMC Bioinform., 2016

Training Data Enrichment for Infrequent Discourse Relations.
Proceedings of the COLING 2016, 2016

2015
Aggregate query processing in the presence of duplicates in wireless sensor networks.
Inf. Sci., 2015

CODRA: A Novel Discriminative Framework for Rhetorical Analysis.
Comput. Linguistics, 2015

2014
A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships.
Proceedings of the INLG 2014, 2014

Discriminative features for identifying and interpreting outliers.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Abstractive Summarization of Product Reviews Using Discourse Structure.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Perspectives on Business Intelligence
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01848-0, 2013

Computational Biomarker Pipeline from Discovery to Clinical Implementation: Plasma Proteomic Biomarkers for Cardiac Transplantation.
PLoS Comput. Biol., 2013

Topic Segmentation and Labeling in Asynchronous Conversations.
J. Artif. Intell. Res., 2013

Dialogue Act Recognition in Synchronous and Asynchronous Conversations.
Proceedings of the SIGDIAL 2013 Conference, 2013

Outlier Detection with Space Transformation and Spectral Analysis.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Local Outlier Detection with Interpretation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

Towards Topic Labeling with Phrase Entailment and Aggregation.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

Explaining Outliers by Subspace Separability.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Abstractive Meeting Summarization with Entailment and Fusion.
Proceedings of the ENLG 2013, 2013

Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
ChemModLab: A Web-Based Cheminformatics Modeling Laboratory.
Silico Biol., 2012

A computational pipeline for the development of multi-marker bio-signature panels and ensemble classifiers.
BMC Bioinform., 2012

Using the Omega Index for Evaluating Abstractive Community Detection.
Proceedings of Workshop on Evaluation Metrics and System Comparison for Automatic Summarization@NACCL-HLT 2012, 2012

A Novel Discriminative Framework for Sentence-Level Discourse Analysis.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

A Visual Interface for Analyzing Text Conversations.
Proceedings of the Enabling Real-Time Business Intelligence - 6th International Workshop, 2012

2011
Methods for Mining and Summarizing Text Conversations
Synthesis Lectures on Data Management, Morgan & Claypool Publishers, ISBN: 978-3-031-01880-0, 2011

Similarity Join Size Estimation using Locality Sensitive Hashing.
Proc. VLDB Endow., 2011

Supervised Topic Segmentation of Email Conversations.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

2010
Guest Editor's Introduction to the Special Section on the IEEE International Conference on Data Engineering.
IEEE Trans. Knowl. Data Eng., 2010

Interpretation and Transformation for Abstracting Conversations.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

The impact of ASR on abstractive vs. extractive meeting summaries.
Proceedings of the INTERSPEECH 2010, 2010

Generating and Validating Abstracts of Meeting Conversations: a User Study.
Proceedings of the INLG 2010, 2010

Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails.
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

2009
Power-Law Based Estimation of Set Similarity Join Size.
Proc. VLDB Endow., 2009

A Model-Based Ensembling Approach for Developing QSARs.
J. Chem. Inf. Model., 2009

Model-based clustering of array CGH data.
Bioinform., 2009

Towards Multi-modal Extraction and Summarization of Conversations.
Proceedings of the Advances in Data and Web Management, Joint International Conferences, 2009

Regression-Based Summarization of Email Conversations.
Proceedings of the Third International Conference on Weblogs and Social Media, 2009

Approximate substring selectivity estimation.
Proceedings of the EDBT 2009, 2009

2008
On disclosure risk analysis of anonymized itemsets in the presence of prior knowledge.
ACM Trans. Knowl. Discov. Data, 2008

MD-SeeGH: a platform for integrative analysis of multi-dimensional genomic data.
BMC Bioinform., 2008

SIGMA<sup>2</sup>: A system for the integrative genomic multi-dimensional analysis of cancer genomes, epigenomes, and transcriptomes.
BMC Bioinform., 2008

The University of British Columbia at TAC 2008.
Proceedings of the First Text Analysis Conference, 2008

Summarizing Emails with Conversational Cohesion and Subjectivity.
Proceedings of the ACL 2008, 2008

2007
Introduction to the special issue on data mining for health informatics.
SIGKDD Explor., 2007

SQUIRE: Sequential pattern mining with quantities.
J. Syst. Softw., 2007

MDQC: a new quality assessment method for microarrays based on quality control reports.
Bioinform., 2007

Summarizing email conversations with clue words.
Proceedings of the 16th International Conference on World Wide Web, 2007

Extending Q-Grams to Estimate Selectivity of String Matching with Low Edit Distance.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Modeling recurrent DNA copy number alterations in array CGH data.
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

Complex Group-By Queries for XML.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Preservation Of Patterns and Input-Output Privacy.
Proceedings of the 23rd International Conference on Data Engineering, 2007

2006
Expressive power of an algebra for data mining.
ACM Trans. Database Syst., 2006

Detecting potential labeling errors in microarrays by data perturbation.
Bioinform., 2006

Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices.
Algorithmica, 2006

Interactive multimedia summaries of evaluative text.
Proceedings of the 11th International Conference on Intelligent User Interfaces, 2006

Integrating copy number polymorphisms into array CGH analysis using a robust HMM.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

Multi-Document Summarization of Evaluative Text.
Proceedings of the EACL 2006, 2006

2005
A methodology for analyzing SAGE libraries for cancer profiling.
ACM Trans. Inf. Syst., 2005

MDL Summarization with Holes.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

To Do or Not To Do: The Dilemma of Disclosing Anonymized Data.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Discovery and regeneration of hidden emails.
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

Scalable discovery of hidden emails from large folders.
Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

Extracting knowledge from evaluative text.
Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

2004
Predicting Source Code Changes by Mining Change History.
IEEE Trans. Software Eng., 2004

On The Marriage of Lp-norms and Edit Distance.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Indexing Spatio-Temporal Trajectories with Chebyshev Polynomials.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

ItCompress: An Iterative Semantic Compression Algorithm.
Proceedings of the 20th International Conference on Data Engineering, 2004


2003
Efficient dynamic mining of constrained frequent sets.
ACM Trans. Database Syst., 2003

Guest Editorial.
Data Min. Knowl. Discov., 2003

Inference of Transcriptional Regulation Relationships from Gene Expression Data.
Bioinform., 2003

2002
Searching for dependencies at multiple abstraction levels.
ACM Trans. Database Syst., 2002

CLARANS: A Method for Clustering Objects for Spatial Data Mining.
IEEE Trans. Knowl. Data Eng., 2002

Exploiting succinct constraints using FP-trees.
SIGKDD Explor., 2002

The Generalized MDL Approach for Summarization.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

GEA: a toolkit for gene expression analysis.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

GEA: A Toolkit for Gene Expression Analysis.
Proceedings of the 2nd ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2002), 2002

OSSM: A Segmentation Approach to Optimize Frequency Counting.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001
An Extendible Hash for Multi-Precision Similarity Querying of Image Databases.
Proceedings of the VLDB 2001, 2001

Iceberg-cube computation with PC clusters.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Hierarchical cluster analysis of SAGE data for cancer profiling.
Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001), 2001

Robust space transformations for distance-based operations.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Constraint-based clustering in large databases.
Proceedings of the Database Theory, 2001

Counting Twig Matches in a Tree.
Proceedings of the 17th International Conference on Data Engineering, 2001

2000
Distance-Based Outliers: Algorithms and Applications.
VLDB J., 2000

One-dimensional and multi-dimensional substring selectivity estimation.
VLDB J., 2000

The Segment Support Map: Scalable Mining of Frequent Itemsets.
SIGKDD Explor., 2000

The 3W Model and Algebra for Unified Data Mining.
Proceedings of the VLDB 2000, 2000

LOF: Identifying Density-Based Local Outliers.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Geo-Spatial Clustering with User-Specified Constraints.
Proceedings of the International Workshop on Multimedia Data Mining, 2000

Evolution and Revolutions in LDAP Directory Caches.
Proceedings of the Advances in Database Technology, 2000

Incompleteness in Data Mining.
Proceedings of the 2000 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2000

1999
Multilevel Filtering for High-Dimensional Image Data: Why and How.
IEEE Trans. Knowl. Data Eng., 1999

Review - Clustering Categorical Data: An Approach Based on Dynamical Systems
ACM SIGMOD Digit. Rev., 1999

Constraint-Based Multidimensional Data Mining.
Computer, 1999

Finding Intensional Knowledge of Distance-Based Outliers.
Proceedings of the VLDB'99, 1999

Semantic Compression and Pattern Extraction with Fascicles.
Proceedings of the VLDB'99, 1999

Multi-Dimensional Substring Selectivity Estimation.
Proceedings of the VLDB'99, 1999

Temporal Dependencies Generalized for Spatial and Other Dimensions.
Proceedings of the Spatio-Temporal Database Management, 1999

Exploratory Mining via Constrained Frequent Set Queries.
Proceedings of the SIGMOD 1999, 1999

Optimization of Constrained Frequent Set Queries with 2-variable Constraints.
Proceedings of the SIGMOD 1999, 1999

Data Mining and Knowledge Discovery in Molecular Databases - Session Introduction.
Proceedings of the 4th Pacific Symposium on Biocomputing, 1999

Substring Selectivity Estimation.
Proceedings of the Eighteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, May 31, 1999

OPTICS-OF: Identifying Local Outliers.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Discovering Roll-Up Dependencies.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Towards a Toolkit for Data Analysis and Mining.
Proceedings of the 1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 1999

1998
Optimal Clip Ordering for Multi-Clip Queries.
VLDB J., 1998

Editorial.
Data Min. Knowl. Discov., 1998

Algorithms for Mining Distance-Based Outliers in Large Datasets.
Proceedings of the VLDB'98, 1998

Multiscale Similarity Matching for Subimage Queries of Arbitrary Size.
Proceedings of the Visual Database Systems 4 (VDB4), 1998

Multiresolution Subimage Similarity Matching for Large Image Databases.
Proceedings of the Storage and Retrieval for Image and Video Databases VI, 1998

Exploratory Mining and Pruning Optimizations of Constrained Association Rules.
Proceedings of the SIGMOD 1998, 1998

Fast Computation of 2-Dimensional Depth Contours.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1997
Parametric Query Optimization.
VLDB J., 1997

Semantics, Consistency, and Query Processing of Empirical Deductive Databases.
IEEE Trans. Knowl. Data Eng., 1997

An expressive language and interface for image querying.
Mach. Vis. Appl., 1997

Incremental Algorithms for Optimizing Model Computation Based on Partial Instantiation.
J. Log. Program., 1997

Reasoning with Uncertainty in Deductive Databases and Logic Programs.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1997

The New Jersey Data Reduction Report.
IEEE Data Eng. Bull., 1997

Finding Boundary Shape Matching Relationships in Spatial Data.
Proceedings of the Advances in Spatial Databases, 1997

Analysis of Multilevel Color Histograms.
Proceedings of the Storage and Retrieval for Image and Video Databases V, 1997

A Unified Notion of Outliers: Properties and Computation.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

A unified approach for mining outliers.
Proceedings of the 1997 conference of the Centre for Advanced Studies on Collaborative Research, 1997

1996
Implementing Deductive Databases by Mixed Integer Programming.
ACM Trans. Database Syst., 1996

Finding Aggregate Proximity Relationships and Commonalities in Spatial Data Mining.
IEEE Trans. Knowl. Data Eng., 1996

An Analysis of Buffer Sharing and Prefetching Techniques for Multimedia Systems.
Multim. Syst., 1996

Evaluating Multidimensional Indexing Structures for Images Transformed by Principal Component Analysis.
Proceedings of the Storage and Retrieval for Still Image and Video Databases IV, 1996

EXQUISI: An Expressive Query Interface for Similar Images.
Proceedings of the Storage and Retrieval for Still Image and Video Databases IV, 1996

Extraction of Spatial Proximity Patterns by Concept Generalization.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Performing boundary shape matching in spatial data.
Proceedings of the 1996 conference of the Centre for Advanced Studies on Collaborative Research, 1996

1995
Computing Circumscriptive Databases: I. Theory and Algorithms
Inf. Comput., January, 1995

Flexible and Adaptable Buffer Management Techniques for Database Management Systems.
IEEE Trans. Computers, 1995

Schemes for Implementing Buffer Sharing in Continuous-Media Systems.
Inf. Syst., 1995

Incremental Methods for Optimizing Partial Instantiation.
Proceedings of the Logic Programming and Nonmonotonic Reasoning, 1995

1994
Stable Semantics for Probabilistic Deductive Databases
Inf. Comput., April, 1994

Mixed Integer Programming Methods for Computing Nonmonotonic Deductive Databases.
J. ACM, 1994

Maximizing Buffer and Disk Utilizations for News On-Demand.
Proceedings of the VLDB'94, 1994

Efficient and Effective Clustering Methods for Spatial Data Mining.
Proceedings of the VLDB'94, 1994

Cooperative Query Answering Using Multiple Layered Databases.
Proceedings of the Second International Conference on Cooperative Information Systems, 1994

1993
A Semantical Framework for Supporting Subjective and Conditional Probabilities in Deductive Databases.
J. Autom. Reason., 1993

Implementing Stable Semantics by Linear Programming.
Proceedings of the Logic Programming and Non-monotonic Reasoning, 1993

Semantics and Consistency of Empirical Databases.
Proceedings of the Logic Programming, 1993

1992
Probabilistic Logic Programming
Inf. Comput., December, 1992

Empirical Probabilities in Monadic Deductive Databases.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

Implementing Deductive Databases by Linear Programming.
Proceedings of the Eleventh ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1992

1991
Predictive Load Control for Flexible Buffer Allocation.
Proceedings of the 17th International Conference on Very Large Data Bases, 1991

Non-Monotonic Negation in Probabilistic Deductive Databases.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

Relating Dempster-Shafer Theory to Stable Semantics.
Proceedings of the Logic Programming, Proceedings of the 1991 International Symposium, San Diego, California, USA, Oct. 28, 1991

Flexible Buffer Allocation Based on Marginal Gains.
Proceedings of the 1991 ACM SIGMOD International Conference on Management of Data, 1991

Stable Model Semantics for Probabilistic Deductive Databases.
Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991

1990
Efficient compilation of large rule bases using logical access paths.
Inf. Syst., 1990


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