Mong-Li Lee

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

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

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

Temporal Keyword Search with Aggregates and Group-By.

[BibT_eX]

[DOI]

Qiao Gao

Proceedings of the Conceptual Modeling - 40th International Conference, 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

Negation in Relational Keyword Search.

[BibT_eX]

[DOI]

Qiao Gao

Proceedings of the Conceptual Modeling - 38th International Conference, 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

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

A Semantic Framework for Designing Temporal SQL Databases.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling - 37th International Conference, 2018

Analyzing Temporal Keyword Queries for Interactive Search over Temporal Databases.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 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

Special issue on conceptual modeling - 34th International Conference on Conceptual Modeling (ER 2015).

[BibT_eX]

[DOI]

Data Knowl. 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

ORA-semantics based keyword search in XML and relational databases.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

Improving the Correctness of Some Database Research Using ORA-Semantics.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling - 35th International Conference, 2016

PowerQ: An Interactive Keyword Search Engine for Aggregate Queries on Relational Databases.

[BibT_eX]

[DOI]

Zhong Zeng

Proceedings of the 19th International Conference on Extending Database Technology, 2016

Answering Keyword Queries involving Aggregates and GROUPBY on Relational Databases.

[BibT_eX]

[DOI]

Zhong Zeng

Proceedings of the 19th International Conference on Extending Database Technology, 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

Towards An Interactive Keyword Search over Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web Companion, 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

Semantic Path Ranking Scheme for Relational Keyword Queries.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2014

Inferring Topic-Level Influence from Network Data.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2014

ExpressQ: Identifying Keyword Context and Search Target in Relational Keyword Queries.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 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

A Semantic Approach to Keyword Search over Relational Databases.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling - 32th International Conference, 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

A Novel PIM System and its Effective Storage Compression Scheme.

[BibT_eX]

[DOI]

J. Softw., 2012

iSearch: an interpretation based framework for keyword search in relational databases.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on Keyword Search on Structured Data, 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

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

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

Entity-Relationship Model.

[BibT_eX]

[DOI]

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 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

A stratified approach to progressive approximate joins.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2008, 2008

Twig'n Join: Progressive Query Processing of Multiple XML Streams.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

Discovering Spatial Interaction Patterns.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

2007

A Semantic Approach to the Design of Valid and Reversible Semistructured Views.

[BibT_eX]

[DOI]

J. Comput. Sci. Eng., 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

Progressive High-Dimensional Similarity Join.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

Danaïdes: Continuous and Progressive Complex Queries on RSS Feeds.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 2007

RRPJ: Result-Rate Based Progressive Relational Join.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases: Concepts, 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

Progressive Spatial Join.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Scientific and Statistical Database Management, 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 Semantic Approach to Query Rewriting for Integrated XML Data.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 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

Maintaining Semantics in the Design of Valid and Reversible SemiStructured Views.

[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

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

Automatic Generation of SQLX View Definitions from ORA-SS Views.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advances Applications, 2004

2003

A Methodology for Structural Conflict Resolution in the Integration of Entity-Relationship Schemas.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 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

OrientStore: A Schema Based Native XML Storage System.

[BibT_eX]

[DOI]

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

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

Resolving Structural Conflicts in the Integration of XML Schemas: A Semantic Approach.

[BibT_eX]

[DOI]

Xia Yang

Proceedings of the Conceptual Modeling, 2003

Automatic Generation of XQuery View Definitions from ORA-SS Views.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 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

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

Current Approaches to XML Management.

[BibT_eX]

[DOI]

IEEE Internet Comput., 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

Data Cleaning and XML: The DBLP Experience.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

Designing Valid XML Views.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 2002

The XOO7 Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Efficiency and Effectiveness of XML Tools and Techniques and Data Integration over the Web, 2002

Designing Functional Dependencies for XML.

[BibT_eX]

[DOI]

Wai Lup Low

Proceedings of the Advances in Database Technology, 2002

Efficient XML Data Management: An Analysis.

[BibT_eX]

[DOI]

Proceedings of the E-Commerce and Web Technologies, Third International Conference, 2002

A Case Tool for Designing XML Views.

[BibT_eX]

Proceedings of the Second International Workshop on Data Integration over the Web, 2002

Message from the WEBH Workshop Chairs.

[BibT_eX]

[DOI]

Proceedings of the 13th International Workshop on Database and Expert Systems Applications (DEXA 2002), 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

XStorM: A Scalable Storage Mapping Scheme for XML Data.

[BibT_eX]

[DOI]

World Wide Web, 2001

A knowledge-based approach for duplicate elimination in data cleaning.

[BibT_eX]

[DOI]

Wai Lup Low

Inf. Syst., 2001

Designing Semistructured Databases Using ORA-SS Model.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001

XML Structures for Relational Data.

[BibT_eX]

[DOI]

Wenyue Du

Proceedings of the 2nd International Conference on Web Information Systems Engineering, 2001

Image Mining: Issues, Frameworks and Techniques.

[BibT_eX]

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

Access Control of XML Documents in Relational Database Systems.

[BibT_eX]

Kian-Lee Tan

Yue Wang

Proceedings of the International Conference on Internet Computing, 2001

NF-SS: A Normal Form for Semistructured Schema.

[BibT_eX]

[DOI]

Proceedings of the ER 2001 Workshops, 2001

An Information-Driven Framework for Image Mining.

[BibT_eX]

[DOI]

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

Designing Semistructured Databases: A Conceptual Approach.

[BibT_eX]

[DOI]

Leonid A. Kalinichenko

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

Updatability in Federated Database Systems.

[BibT_eX]

[DOI]

Sin Yeung Lee

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

X007: Applying 007 Benchmark to XML Query Processing Tool.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

ICICLES: Self-Tuning Samples for Approximate Query Answering.

[BibT_eX]

[DOI]

Venkatesh Ganti

Raghu Ramakrishnan

Proceedings of the VLDB 2000, 2000

Towards Self-Tuning Data Placement in Parallel Database Systems.

[BibT_eX]

[DOI]

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

IntelliClean: a knowledge-based intelligent data cleaner.

[BibT_eX]

[DOI]

Wai Lup Low

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

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

1999

Efficient Join Processing Using Partial Precomputation.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 1999

Designing Good Semi-Structured Databases and Conceptual Modeling.

[BibT_eX]

[DOI]

Sin Yeung Lee

Leonid A. Kalinichenko

Proceedings of the Conceptual Modeling, 1999

Cleansing Data for Mining and Warehousing.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 10th International Conference, 1999

1997

Resolving Constraint Conflicts in the Integration of Entity-Relationship Schemas.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling, 1997

1996

Extending classical functional dependencies for physical database design.

[BibT_eX]

[DOI]

Cheng Hian Goh

Inf. Softw. Technol., 1996

View Update in Entity-Relationship Approach.

[BibT_eX]

[DOI]

Data Knowl. Eng., 1996

Issues in an Entity-Relationship Based Federated Database System.

[BibT_eX]

Proceedings of the International Symposium on Cooperative Database Systems for Advanced Applications, 1996

1995

Resolving Structural Conflicts in the Integration of Entity Relationship Schemas.

[BibT_eX]

[DOI]

Proceedings of the OOER'95: Object-Oriented and Entity-Relationship Modelling, 1995

1993

ERL: Logic for Entity-Relationship Databases.

[BibT_eX]

[DOI]

John Grant

J. Intell. Inf. Syst., 1993

1992

Overview of an Entity-Relationship Based Database Management System.

[BibT_eX]

Proceedings of the Second Far-East Workshop on Future Database Systems 1992, 1992

A Theory for Entity-Relationship View Updates.

[BibT_eX]

[DOI]

Proceedings of the Entity-Relationship Approach, 1992

1991

A Prolog Implementation of an Entity-Relationship Based Database Management System.

[BibT_eX]