Wynne Hsu

According to our database1, Wynne Hsu authored at least 175 papers between 1992 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Building Trust in Deep Learning System towards Automated Disease Detection.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Bayesian Classification.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Editorial.
IEEE Trans. Services Computing, 2018

Predicting Stances in Twitter Conversations for Detecting Veracity of Rumors: A Neural Approach.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Differential-Based Approach for Vessel Type Classification in Retinal Images.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Normal Similarity Network for Generative Modelling.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Intermediate Goals in Deep Learning for Retinal Image Analysis.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Artificial Intelligence Using Deep Learning in Classifying Side of the Eyes and Width of Field for Retinal Fundus Photographs.
Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017
Profiling Entities over Time in the Presence of Unreliable Sources.
IEEE Trans. Knowl. Data Eng., 2017

Quantifying Aspect Bias in Ordinal Ratings using a Bayesian Approach.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Temporal Influence Blocking: Minimizing the Effect of Misinformation in Social Networks.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

MAROON+: A System for Profiling Entities over Time.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

iFACT: An Interactive Framework to Assess Claims from Tweets.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016
ClaimFinder: A Framework for Identifying Claims in Microblogs.
Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016

An Incremental Feature Extraction Framework for Referable Diabetic Retinopathy Detection.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Target-Oriented Keyword Search over Temporal Databases.
Proceedings of the Database and Expert Systems Applications, 2016

Targeted Influence Maximization in Social Networks.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
LinkNet: capturing temporal dependencies among spatial regions.
Distributed and Parallel Databases, 2015

Linking Temporal Records for Profiling Entities.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Integrated Optic Disc and Cup Segmentation with Deep Learning.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

k-Consistent Influencers in Network Data.
Proceedings of the Database Systems for Advanced Applications, 2015

Node Immunization over Infectious Period.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Mining Brokers in Dynamic Social Networks.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Utilizing Purchase Intervals in Latent Clusters for Product Recommendation.
Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

Entity profiling with varying source reliabilities.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Inferring Topic-Level Influence from Network Data.
Proceedings of the Database and Expert Systems Applications, 2014

Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening.
Proceedings of the Modern Artificial Intelligence for Health Analytics, 2014

2013
Incremental Mining of Top-k Maximal Influential Paths in Network Data.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2013

Efficient Mining of Lag Patterns in Evolving Time Series.
Trans. Large-Scale Data- and Knowledge-Centered Systems, 2013

Simultaneously Identifying All True Vessels From Segmented Retinal Images.
IEEE Trans. Biomed. Engineering, 2013

Database research at the National University of Singapore.
SIGMOD Record, 2013

Tagcloud-based explanation with feedback for recommender systems.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Modeling user's receptiveness over time for recommendation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Making recommendations from multiple domains.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Utilizing users' tipping points in E-commerce Recommender systems.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Community-based user recommendation in uni-directional social networks.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Distributed relational temporal difference learning.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Increasing temporal diversity with purchase intervals.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Constrained-MSER detection of retinal pathology.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Incorporating Duration Information for Trajectory Classification.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Integrating Frequent Pattern Mining from Multiple Data Domains for Classification.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Top-k Maximal Influential Paths in Network Data.
Proceedings of the Database and Expert Systems Applications, 2012

Coordination guided reinforcement learning.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
A unified framework for recommendations based on quaternary semantic analysis.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Discriminative Mutation Chains in Virus Sequences.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Distributed Coordination Guidance in Multi-agent Reinforcement Learning.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

MaxFirst for MaxBRkNN.
Proceedings of the 27th International Conference on Data Engineering, 2011

Similar Subsequence Search in Time Series Databases.
Proceedings of the Database and Expert Systems Applications, 2011

2010
Mining mutation chains in biological sequences.
Proceedings of the 26th International Conference on Data Engineering, 2010

Lag Patterns in Time Series Databases.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

Answering Top-k Similar Region Queries.
Proceedings of the Database Systems for Advanced Applications, 2010

2009
Bayesian Classification.
Proceedings of the Encyclopedia of Database Systems, 2009

Detection of Retinal Blood Vessels Based on Nonlinear Projections.
Signal Processing Systems, 2009

Analyzing Abnormal Events from Spatio-temporal Trajectories.
Proceedings of the ICDM Workshops 2009, 2009

FARM : Feature-Assisted Aggregate Route Mining in Trajectory Data.
Proceedings of the ICDM Workshops 2009, 2009

Exploiting Domain Knowledge to Improve Biological Significance of Biclusters with Key Missing Genes.
Proceedings of the 25th International Conference on Data Engineering, 2009

A Prüfer Based Approach to Process Top-k Queries in XML.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Discovering Trends and Relationships among Rules.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Consistent Top-k Queries over Time.
Proceedings of the Database Systems for Advanced Applications, 2009

Detecting Aggregate Incongruities in XML.
Proceedings of the Database Systems for Advanced Applications, 2009

Effective Detection of Retinal Exudates in Fundus Images.
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008
Efficient mining of frequent XML query patterns with repeating-siblings.
Information & Software Technology, 2008

Discovering geographical-specific interests from web click data.
Proceedings of the First International Workshop on Location and the Web, 2008

Mining relationships among interval-based events for classification.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Correlation-based Attribute Outlier Detection in XML.
Proceedings of the 24th International Conference on Data Engineering, 2008

Discovering Spatial Interaction Patterns.
Proceedings of the Database Systems for Advanced Applications, 2008

2007
Finding Orientation-Sensitive Patterns in Snapshot Databases.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Mining Prevalence-Based Ratio Patterns.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Prediction of Cerebral Aneurysm Rupture.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Segmentation of Retinal Vessels Using Nonlinear Projections.
Proceedings of the International Conference on Image Processing, 2007

Labeling network motifs in protein interactomes for protein function prediction.
Proceedings of the 23rd International Conference on Data Engineering, 2007

A Path-Based Approach for Efficient Structural Join with Not-Predicates.
Proceedings of the Advances in Databases: Concepts, 2007

Correlation-Based Detection of Attribute Outliers.
Proceedings of the Advances in Databases: Concepts, 2007

2006
BORDER: Efficient Computation of Boundary Points.
IEEE Trans. Knowl. Data Eng., 2006

Increasing confidence of protein interactomes using network topological metrics.
Bioinformatics, 2006

Exploring Essential Attributes for Detecting MicroRNA Precursors from Background Sequences.
Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006

Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise.
Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Mining progressive confident rules.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

NeMoFinder: dissecting genome-wide protein-protein interactions with meso-scale network motifs.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

A Tree Matching Approach for the Temporal Registration of Retinal Images.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

A Partition-Based Approach to Graph Mining.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Mining Dense Periodic Patterns in Time Series Data.
Proceedings of the 22nd International Conference on Data Engineering, 2006

An Estimation System for XPath Expressions.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Rewriting Queries for XML Integration Systems.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Identification of MicroRNA Precursors via SVM.
Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

2005
Automatic grading of retinal vessel caliber.
IEEE Trans. Biomed. Engineering, 2005

Clustering in Dynamic Spatial Databases.
J. Intell. Inf. Syst., 2005

Discovering reliable protein interactions from high-throughput experimental data using network topology.
Artificial Intelligence in Medicine, 2005

A Path-Based Labeling Scheme for Efficient Structural Join.
Proceedings of the Database and XML Technologies, 2005

Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005

Efficient Pattern Discovery for Semistructured Data.
Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

A Histogram-Based Selectivity Estimator for Skewed XML Data.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques.
Proceedings of the Database Systems for Advanced Applications, 2005

Mining Generalized Spatio-Temporal Patterns.
Proceedings of the Database Systems for Advanced Applications, 2005

ERkNN: efficient reverse k-nearest neighbors retrieval with local kNN-distance estimation.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

A framework for mining topological patterns in spatio-temporal databases.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Mining in Spatiotemporal Databases.
Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2004
Finding hot query patterns over an XQuery stream.
VLDB J., 2004

An Evaluation of XML Indexes for Structural Join.
SIGMOD Record, 2004

Cleaning the Spurious Links in Data.
IEEE Intelligent Systems, 2004

Using Interval Association Rules to Identify Dubious Data Values.
Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

2PXMiner: an efficient two pass mining of frequent XML query patterns.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Mode Committee: A Novel Ensemble Method by Clustering and Local Learning.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

FlowMiner: Finding Flow Patterns in Spatio-Temporal Databases.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

XML Clustering by Principal Component Analysis.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Path-Augmented Keyword Search for XML Documents.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions Using Network Topology.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Techniques for temporal registration of retinal images.
Proceedings of the 2004 International Conference on Image Processing, 2004

A Prime Number Labeling Scheme for Dynamic Ordered XML Trees.
Proceedings of the 20th International Conference on Data Engineering, 2004

A Statistical Approach for XML Query Size Estimation.
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

Automated Optic Disc Localization and Contour Detection Using Ellipse Fitting and Wavelet Transform.
Proceedings of the Computer Vision, 2004

Scaling SDI Systems via Query Clustering and Aggregation.
Proceedings of the Database Systems for Advances Applications, 2004

Approximate Counting of Frequent Query Patterns over XQuery Stream.
Proceedings of the Database Systems for Advances Applications, 2004

Discovering Geographical Features for Location-Based Services.
Proceedings of the Database Systems for Advances Applications, 2004

2003
Efficient remote homology detection using local structure.
Bioinformatics, 2003

Efficient Mining of XML Query Patterns for Caching.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Supporting Frequent Updates in R-Trees: A Bottom-Up Approach.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Mining viewpoint patterns in image databases.
Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Generalization of Classification Rules.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Order-Sensitive Clustering for Remote Homologous Protein Detection.
Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

A piecewise Gaussian model for profiling and differentiating retinal vessels.
Proceedings of the 2003 International Conference on Image Processing, 2003

Mining Frequent Quer Patterns from XML Queries.
Proceedings of the Eighth International Conference on Database Systems for Advanced Applications (DASFAA '03), 2003

Computing Neck-Shaft Angle of Femur for X-Ray Fracture Detection.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002
Image Mining: Trends and Developments.
J. Intell. Inf. Syst., 2002

Concept lattice based composite classifiers for high predictability.
J. Exp. Theor. Artif. Intell., 2002

Advanced Database Technologies in a Diabetic Healthcare System.
Proceedings of 28th International Conference on Very Large Data Bases, 2002

SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Tumor cell identification using features rules.
Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

XClust: clustering XML schemas for effective integration.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Efficient evaluation of multiple queries on streaming XML data.
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001
Image Mining: Issues, Frameworks and Techniques.
Proceedings of the Second International Workshop on Multimedia Data Mining, 2001

Discovering the set of fundamental rule changes.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Identifying non-actionable association rules.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

An Information-Driven Framework for Image Mining.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

The Role of Domain Knowledge in the Detection of Retinal Hard Exudates.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
A CORBA Based QOS Support for Distributed Multimedia Applications.
Multimedia Tools Appl., 2000

Approximating Content-Based Object-Level Image Retrieval.
Multimedia Tools Appl., 2000

Analyzing the Subjective Interestingness of Association Rules.
IEEE Intelligent Systems, 2000

Conceptual design: issues and challenges.
Computer-Aided Design, 2000

Image Mining in IRIS: Integrated Retinal Information System.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Multi-level organization and summarization of the discovered rules.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Exploration mining in diabetic patients databases: findings and conclusions.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Mining Changes for Real-Life Applications.
Proceedings of the Data Warehousing and Knowledge Discovery, 2000

An Effective Approach to Detect Lesions in Color Retinal Images.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Intuitive Representation of Decision Trees Using General Rules and Exceptions.
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999
Finding Interesting Patterns Using User Expectations.
IEEE Trans. Knowl. Data Eng., 1999

Rapid Prototyping with Constraints-based Scheduling for Multimedia Applications.
Multimedia Tools Appl., 1999

Towards an optimal degree of design coupling through fuzzy analysis.
Journal of Intelligent and Fuzzy Systems, 1999

Visually Aided Exploration of Interesting Association Rules.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Mining Interesting Knowledge Using DM-II.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Mining Association Rules with Multiple Minimum Supports.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Pruning and Summarizing the Discovered Associations.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

1998
Fast Image Retrieval Using Color-Spatial Information.
VLDB J., 1998

Twins: A Practical Vision-based 3D Mouse.
Real-Time Imaging, 1998

A computer-aided product redesign system for robotic assembly.
Robotica, 1998

Approximating scheduling for multimedia applications under overload conditions.
Int. J. Approx. Reasoning, 1998

Current research in the conceptual design of mechanical products.
Computer-Aided Design, 1998

KPN: a Petri net model for general knowledge representation and reasoning.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Integrating Classification and Association Rule Mining.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1997
Scheduling multimedia applications under overload and non-deterministic conditions.
Proceedings of the 3rd IEEE Real-Time Technology and Applications Symposium, 1997

Using General Impressions to Analyze Discovered Classification Rules.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Discovering Interesting Holes in Data.
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Interactive Scheduling Supports for Real-Time Multimedia Execution.
Proceedings of the International Conference on Multimedia Computing and Systems, 1997

A Real-Time Monocular Vision Based 3D Mouse.
Proceedings of the Computer Analysis of Images and Patterns, 7th International Conference, 1997

1996
Automatic generation of goal regions for assembly tasks in the presence of uncertainty.
IEEE Trans. Robotics and Automation, 1996

Conceptual level design for assembly analysis using state transitional approach.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Post-Analysis of Learned Rules.
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996

1995
An Integrated Color-Spatial Approach to Content-Based Image Retrieval.
Proceedings of the Third ACM International Conference on Multimedia '95, 1995

Paradigm Shift and the Integrated Feedback Approach.
Proceedings of the 1995 International Conference on Robotics and Automation, 1995

1993
Feedback approach to design for assembly by evaluation of assembly plan.
Computer-Aided Design, 1993

1992
Feedback evaluation of assembly plans.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992


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