Wynne Hsu

Ngiap Chuan Tan

J. Am. Medical Informatics Assoc., January, 2023

Multi-Object Representation Learning via Feature Connectivity and Object-Centric Regularization.

[BibT_eX]

[DOI]

Alex Foo

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Label-Efficient Online Continual Object Detection in Streaming Video.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Leveraging Old Knowledge to Continually Learn New Classes in Medical Images.

[BibT_eX]

[DOI]

Evelyn Chee

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Personalizing Medication Recommendation with a Graph-Based Approach.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2022

Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation.

[BibT_eX]

[DOI]

CoRR, 2022

A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data.

[BibT_eX]

[DOI]

CoRR, 2022

Inferring Line-of-Sight Velocities and Doppler Widths from Stokes Profiles of GST/NIRIS Using Stacked Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Incorporating External Knowledge for Evidence-based Fact Verification.

[BibT_eX]

[DOI]

Anab Maulana Barik

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

DP-GAT: A Framework for Image-based Disease Progression Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Chronic Disease Management with Personalized Lab Test Response Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Patient similarity analytics for explainable clinical risk prediction.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2021

Towards Fully Interpretable Deep Neural Networks: Are We There Yet?

[BibT_eX]

[DOI]

CoRR, 2021

Adversarially Robust Classifier with Covariate Shift Adaptation.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Semantically Meaningful Features for Interpretable Classifications.

[BibT_eX]

[DOI]

CoRR, 2021

Emotion-Aware Event Summarization in Microblogs.

[BibT_eX]

[DOI]

Rrubaa Panchendrarajan

Proceedings of the Companion of The Web Conference 2021, 2021

Explanation-based Data Augmentation for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Improving Evidence Retrieval for Automated Explainable Fact-Checking.

[BibT_eX]

[DOI]

Chris Samarinas

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Comprehensible Convolutional Neural Networks via Guided Concept Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Classification with Dynamic Data Augmentation.

[BibT_eX]

[DOI]

Dejiang Xu

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Recurrent Temporal Point Process Network for First and Repeated Clinical Events.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Distributional Shifts In Automated Diabetic Retinopathy Screening.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Repurpose Image Identification for Fake News Detection.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2021

2020

Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy.

[BibT_eX]

[DOI]

Michelle Yuen Ting Yip

Charumathi Sabanayagam

npj Digit. Medicine, 2020

PREMIER: Personalized REcommendation for Medical prescrIptions from Electronic Records.

[BibT_eX]

[DOI]

Suman Bhoi

CoRR, 2020

Mitigating Misinformation in Online Social Network with Top-k Debunkers and Evolving User Opinions.

[BibT_eX]

[DOI]

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Towards Maximizing the Representation Gap between In-Domain & Out-of-Distribution Examples.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Approximate Manifold Defense Against Multiple Adversarial Perturbations.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Latent Retrieval for Large-Scale Fact-Checking and Question Answering with NLI training.

[BibT_eX]

[DOI]

Chris Samarinas

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Generative Data Augmentation for Diabetic Retinopathy Classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Probabilistic Decision Modeling in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Multi-Task Learning for Diabetic Retinopathy Grading and Lesion Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Deep learning in estimating prevalence and systemic risk factors for diabetic retinopathy: a multi-ethnic study.

[BibT_eX]

[DOI]

Daniel S. W. Ting

Carol Yim-lui Cheung

Quang Duc Nguyen

Charumathi Sabanayagam

npj Digit. Medicine, 2019

Predicting User Reported Symptoms Using a Gated Neural Network.

[BibT_eX]

[DOI]

Lahari Poddar

Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Patch-Level Regularizer for Convolutional Neural Network.

[BibT_eX]

[DOI]

Dejiang Xu

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Propagation Mechanism for Deep and Wide Neural Networks.

[BibT_eX]

[DOI]

Dejiang Xu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

FLEX: Faithful Linguistic Explanations for Neural Net Based Model Decisions.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Building Trust in Deep Learning System towards Automated Disease Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Bayesian Classification.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Editorial.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

Predicting Stances in Twitter Conversations for Detecting Veracity of Rumors: A Neural Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

A Differential-Based Approach for Vessel Type Classification in Retinal Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Normal Similarity Network for Generative Modelling.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Enhanced Detection of Referable Diabetic Retinopathy via DCNNs and Transfer Learning.

[BibT_eX]

[DOI]

Michelle Yuen Ting Yip

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

Intermediate Goals in Deep Learning for Retinal Image Analysis.

[BibT_eX]

[DOI]

Gilbert Lim

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.

[BibT_eX]

[DOI]

Valentina Bellemo

Michelle Yuen Ting Yip

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

2017

Profiling Entities over Time in the Presence of Unreliable Sources.

[BibT_eX]

[DOI]

Furong Li

IEEE Trans. Knowl. Data Eng., 2017

Quantifying Aspect Bias in Ordinal Ratings using a Bayesian Approach.

[BibT_eX]

[DOI]

Lahari Poddar

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Temporal Influence Blocking: Minimizing the Effect of Misinformation in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

MAROON+: A System for Profiling Entities over Time.

[BibT_eX]

[DOI]

Furong Li

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Author-aware Aspect Topic Sentiment Model to Retrieve Supporting Opinions from Reviews.

[BibT_eX]

[DOI]

Lahari Poddar

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

iFACT: An Interactive Framework to Assess Claims from Tweets.

[BibT_eX]

[DOI]

Wee-Yong Lim

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

ClaimFinder: A Framework for Identifying Claims in Microblogs.

[BibT_eX]

[DOI]

Wee-Yong Lim

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.

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Target-Oriented Keyword Search over Temporal Databases.

[BibT_eX]

[DOI]

Xianyan Jia

Proceedings of the Database and Expert Systems Applications, 2016

Targeted Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

LinkNet: capturing temporal dependencies among spatial regions.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2015

Linking Temporal Records for Profiling Entities.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

k-Consistent Influencers in Network Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

Node Immunization over Infectious Period.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Mining Brokers in Dynamic Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Utilizing Purchase Intervals in Latent Clusters for Product Recommendation.

[BibT_eX]

[DOI]

Gang Zhao

Proceedings of the 8th Workshop on Social Network Mining and Analysis, 2014

Entity profiling with varying source reliabilities.

[BibT_eX]

[DOI]

Furong Li

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Inferring Topic-Level Influence from Network Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2014

Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening.

[BibT_eX]

[DOI]

Proceedings of the Modern Artificial Intelligence for Health Analytics, 2014

2013

Incremental Mining of Top-k Maximal Influential Paths in Network Data.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2013

Efficient Mining of Lag Patterns in Evolving Time Series.

[BibT_eX]

[DOI]

Trans. Large Scale Data Knowl. Centered Syst., 2013

Simultaneously Identifying All True Vessels From Segmented Retinal Images.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2013

Database research at the National University of Singapore.

[BibT_eX]

[DOI]

SIGMOD Rec., 2013

Tagcloud-based explanation with feedback for recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Modeling user's receptiveness over time for recommendation.

[BibT_eX]

[DOI]

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Making recommendations from multiple domains.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Utilizing users' tipping points in E-commerce Recommender systems.

[BibT_eX]

[DOI]

Kailun Hu

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Community-based user recommendation in uni-directional social networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Distributed relational temporal difference learning.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012

Increasing temporal diversity with purchase intervals.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Constrained-MSER detection of retinal pathology.

[BibT_eX]

[DOI]

Gilbert Yong San Lim

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Incorporating Duration Information for Trajectory Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Integrating Frequent Pattern Mining from Multiple Data Domains for Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Top-k Maximal Influential Paths in Network Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2012

Coordination guided reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

A unified framework for recommendations based on quaternary semantic analysis.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

Distributed Coordination Guidance in Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

MaxFirst for MaxBRkNN.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Data Engineering, 2011

Similar Subsequence Search in Time Series Databases.

[BibT_eX]

[DOI]

Shrikant Kashyap

Proceedings of the Database and Expert Systems Applications, 2011

2010

Mining mutation chains in biological sequences.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

Lag Patterns in Time Series Databases.

[BibT_eX]

[DOI]

Srinivasan Parthasarathy

Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010

Answering Top-<i>k</i> Similar Region Queries.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

2009

Bayesian Classification.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Detection of Retinal Blood Vessels Based on Nonlinear Projections.

[BibT_eX]

[DOI]

Yongping Zhang

J. Signal Process. Syst., 2009

Analyzing Abnormal Events from Spatio-temporal Trajectories.

[BibT_eX]

[DOI]

Chidansh Amitkumar Bhatt

Mohan S. Kankanhalli

Proceedings of the ICDM Workshops 2009, 2009

FARM : Feature-Assisted Aggregate Route Mining in Trajectory Data.

[BibT_eX]

[DOI]

Proceedings of the ICDM Workshops 2009, 2009

Exploiting Domain Knowledge to Improve Biological Significance of Biclusters with Key Missing Genes.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Data Engineering, 2009

A Prüfer Based Approach to Process Top-k Queries in XML.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Discovering Trends and Relationships among Rules.

[BibT_eX]

[DOI]

Chaohai Chen

Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Consistent Top-k Queries over Time.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

Detecting Aggregate Incongruities in XML.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2009

Effective Detection of Retinal Exudates in Fundus Images.

[BibT_eX]

[DOI]

Huan Wang

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2008

Efficient mining of frequent XML query patterns with repeating-siblings.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2008

Discovering geographical-specific interests from web click data.

[BibT_eX]

[DOI]

Chang Sheng

Proceedings of the First International Workshop on Location and the Web, 2008

Mining relationships among interval-based events for classification.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Correlation-based Attribute Outlier Detection in XML.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Data Engineering, 2008

Discovering Spatial Interaction Patterns.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

2007

Finding Orientation-Sensitive Patterns in Snapshot Databases.

[BibT_eX]

[DOI]

Minghua Zhang

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Mining Prevalence-Based Ratio Patterns.

[BibT_eX]

[DOI]

Minghua Zhang

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Prediction of Cerebral Aneurysm Rupture.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Segmentation of Retinal Vessels Using Nonlinear Projections.

[BibT_eX]

[DOI]

Yongping Zhang

Proceedings of the International Conference on Image Processing, 2007

Labeling network motifs in protein interactomes for protein function prediction.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Data Engineering, 2007

A Path-Based Approach for Efficient Structural Join with Not-Predicates.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

Correlation-Based Detection of Attribute Outliers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

2006

BORDER: Efficient Computation of Boundary Points.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Increasing confidence of protein interactomes using network topological metrics.

[BibT_eX]

[DOI]

Bioinform., 2006

Exploring Essential Attributes for Detecting MicroRNA Precursors from Background Sequences.

[BibT_eX]

[DOI]

Proceedings of the Data Mining and Bioinformatics, First International Workshop, 2006

Positive Borders or Negative Borders: How to Make Lossless Generator Based Representations Concise.

[BibT_eX]

[DOI]

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Mining progressive confident rules.

[BibT_eX]

[DOI]

Minghua Zhang

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

A Partition-Based Approach to Graph Mining.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Mining Dense Periodic Patterns in Time Series Data.

[BibT_eX]

[DOI]

Chang Sheng

Proceedings of the 22nd International Conference on Data Engineering, 2006

An Estimation System for XPath Expressions.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Conference on Data Engineering, 2006

Rewriting Queries for XML Integration Systems.

[BibT_eX]

[DOI]

Ling Li

Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Identification of MicroRNA Precursors via SVM.

[BibT_eX]

[DOI]

Proceedings of 4th Asia-Pacific Bioinformatics Conference. 13-16 February 2006, 2006

2005

Automatic grading of retinal vessel caliber.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2005

Clustering in Dynamic Spatial Databases.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2005

Discovering reliable protein interactions from high-throughput experimental data using network topology.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2005

A Path-Based Labeling Scheme for Efficient Structural Join.

[BibT_eX]

[DOI]

Hanyu Li

Proceedings of the Database and XML Technologies, 2005

Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors.

[BibT_eX]

[DOI]

P. M. D. S. Pallawala

Say Song Goh

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.

[BibT_eX]

[DOI]

Zhou Feng

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

A Histogram-Based Selectivity Estimator for Skewed XML Data.

[BibT_eX]

[DOI]

Hanyu Li

Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

Mining Generalized Spatio-Temporal Patterns.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2005

ERkNN: efficient reverse k-nearest neighbors retrieval with local kNN-distance estimation.

[BibT_eX]

[DOI]

Chenyi Xia

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.

[BibT_eX]

[DOI]

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

Mining in Spatiotemporal Databases.

[BibT_eX]

Proceedings of the Spatial Databases: Technologies, Techniques and Trends, 2005

2004

Finding hot query patterns over an XQuery stream.

[BibT_eX]

[DOI]

Liang Huai Yang

VLDB J., 2004

An Evaluation of XML Indexes for Structural Join.

[BibT_eX]

[DOI]

SIGMOD Rec., 2004

Cleaning the Spurious Links in Data.

[BibT_eX]

[DOI]

Vijay Kothari

IEEE Intell. Syst., 2004

Using Interval Association Rules to Identify Dubious Data Values.

[BibT_eX]

[DOI]

Ren Lu

Proceedings of the Advances in Web-Age Information Management: 5th International Conference, 2004

2PXMiner: an efficient two pass mining of frequent XML query patterns.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Zhipeng Xie

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

FlowMiner: Finding Flow Patterns in Spatio-Temporal Databases.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

XML Clustering by Principal Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Path-Augmented Keyword Search for XML Documents.

[BibT_eX]

[DOI]

Xiaodong Wu

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.

[BibT_eX]

[DOI]

Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Techniques for temporal registration of retinal images.

[BibT_eX]

[DOI]

Bin Fang

Proceedings of the 2004 International Conference on Image Processing, 2004

A Prime Number Labeling Scheme for Dynamic Ordered XML Trees.

[BibT_eX]

[DOI]

Xiaodong Wu

Proceedings of the 20th International Conference on Data Engineering, 2004

A Statistical Approach for XML Query Size Estimation.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

P. M. D. S. Pallawala

Kah-Guan Au Eong

Proceedings of the Computer Vision, 2004

Scaling SDI Systems via Query Clustering and Aggregation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advances Applications, 2004

Approximate Counting of Frequent Query Patterns over XQuery Stream.

[BibT_eX]

[DOI]

Liang Huai Yang

Proceedings of the Database Systems for Advances Applications, 2004

Discovering Geographical Features for Location-Based Services.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advances Applications, 2004

2003

Efficient remote homology detection using local structure.

[BibT_eX]

[DOI]

Bioinform., 2003

Efficient Mining of XML Query Patterns for Caching.

[BibT_eX]

[DOI]

Liang Huai Yang

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Supporting Frequent Updates in R-Trees: A Bottom-Up Approach.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Mining viewpoint patterns in image databases.

[BibT_eX]

[DOI]

Jing Dai

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

Spatial data mining: clustering of hot spots and pattern recognition.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

Generalization of Classification Rules.

[BibT_eX]

[DOI]

Zhipeng Xie

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

Order-Sensitive Clustering for Remote Homologous Protein Detection.

[BibT_eX]

[DOI]

Jin Chen

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.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

Mining Frequent Quer Patterns from XML Queries.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002

Image Mining: Trends and Developments.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2002

Concept lattice based composite classifiers for high predictability.

[BibT_eX]

[DOI]

J. Exp. Theor. Artif. Intell., 2002

Advanced Database Technologies in a Diabetic Healthcare System.

[BibT_eX]

[DOI]

Proceedings of 28th International Conference on Very Large Data Bases, 2002

SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Tumor cell identification using features rules.

[BibT_eX]

[DOI]

Bin Fang

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

XClust: clustering XML schemas for effective integration.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

Efficient evaluation of multiple queries on streaming XML data.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001

Image Mining: Issues, Frameworks and Techniques.

[BibT_eX]

Proceedings of the Second International Workshop on Multimedia Data Mining, 2001

Discovering the set of fundamental rule changes.

[BibT_eX]

[DOI]

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Identifying non-actionable association rules.

[BibT_eX]

[DOI]

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

An Information-Driven Framework for Image Mining.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

The Role of Domain Knowledge in the Detection of Retinal Hard Exudates.

[BibT_eX]

[DOI]

P. M. D. S. Pallawala

Kah-Guan Au Eong

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.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2000

Approximating Content-Based Object-Level Image Retrieval.

[BibT_eX]

[DOI]

Tat-Seng Chua

Multim. Tools Appl., 2000

Analyzing the Subjective Interestingness of Association Rules.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2000

Conceptual design: issues and challenges.

[BibT_eX]

[DOI]

Comput. Aided Des., 2000

Image Mining in IRIS: Integrated Retinal Information System.

[BibT_eX]

[DOI]

Kheng Guan Goh

Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Multi-level organization and summarization of the discovered rules.

[BibT_eX]

[DOI]

Minqing Hu

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Exploration mining in diabetic patients databases: findings and conclusions.

[BibT_eX]

[DOI]

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Mining Changes for Real-Life Applications.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

An Effective Approach to Detect Lesions in Color Retinal Images.

[BibT_eX]

[DOI]

Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

Intuitive Representation of Decision Trees Using General Rules and Exceptions.

[BibT_eX]

[DOI]

Minqing Hu

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.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 1999

Rapid Prototyping with Constraints-based Scheduling for Multimedia Applications.

[BibT_eX]

[DOI]

Multim. Tools Appl., 1999

Towards an optimal degree of design coupling through fuzzy analysis.

[BibT_eX]

[DOI]

C. S. George Lee

J. Intell. Fuzzy Syst., 1999

Visually Aided Exploration of Interesting Association Rules.

[BibT_eX]

[DOI]

Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Mining Interesting Knowledge Using DM-II.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Mining Association Rules with Multiple Minimum Supports.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Pruning and Summarizing the Discovered Associations.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

1998

Fast Image Retrieval Using Color-Spatial Information.

[BibT_eX]

[DOI]

VLDB J., 1998

Twins: A Practical Vision-based 3D Mouse.

[BibT_eX]

[DOI]

Sifang Li

Real Time Imaging, 1998

A computer-aided product redesign system for robotic assembly.

[BibT_eX]

[DOI]

C. S. G. Lee

Andrew Lim

Robotica, 1998

Approximating scheduling for multimedia applications under overload conditions.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1998

Current research in the conceptual design of mechanical products.

[BibT_eX]

[DOI]

Irene M. Y. Woon

Comput. Aided Des., 1998

KPN: a Petri net model for general knowledge representation and reasoning.

[BibT_eX]

[DOI]

Shengke Yu

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Integrating Classification and Association Rule Mining.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE Real-Time Technology and Applications Symposium, 1997

Using General Impressions to Analyze Discovered Classification Rules.

[BibT_eX]

[DOI]

Shu Chen

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

Discovering Interesting Holes in Data.

[BibT_eX]

[DOI]

Liang-Ping Ku

Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997

Interactive Scheduling Supports for Real-Time Multimedia Execution.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Multimedia Computing and Systems, 1997

A Real-Time Monocular Vision Based 3D Mouse.

[BibT_eX]

[DOI]

Sifang Li

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.

[BibT_eX]

[DOI]

Shun-Feng Su

C. S. George Lee

IEEE Trans. Robotics Autom., 1996

Conceptual level design for assembly analysis using state transitional approach.

[BibT_eX]

[DOI]

Andrew Lim

C. S. George Lee

Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Post-Analysis of Learned Rules.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Tat-Seng Chua

Proceedings of the Third ACM International Conference on Multimedia '95, 1995

Paradigm Shift and the Integrated Feedback Approach.

[BibT_eX]

[DOI]