Joshua Zhexue Huang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Local Adaptive Projection Framework for Feature Selection of Labeled and Unlabeled Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

An Algorithm for Clustering Categorical Data With Set-Valued Features.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

PurTreeClust: A Clustering Algorithm for Customer Segmentation from Massive Customer Transaction Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

TWCC: Automated Two-way Subspace Weighting Partitional Co-Clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Weakly supervised topic sentiment joint model with word embeddings.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

I-nice: A new approach for identifying the number of clusters and initial cluster centres.

[BibT_eX]

[DOI]

Inf. Sci., 2018

CPLP: An algorithm for tracking the changes of power consumption patterns in load profile data over time.

[BibT_eX]

[DOI]

Inf. Sci., 2018

A smart artificial bee colony algorithm with distance-fitness-based neighbor search and its application.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2018

Determining the optimal temperature parameter for Softmax function in reinforcement learning.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2018

Random weight network-based fuzzy nonlinear regression for trapezoidal fuzzy number data.

[BibT_eX]

[DOI]

Chenghao Wei

Hao Long

Rana Aamir Raza Ashfaq

Appl. Soft Comput., 2018

An efficient random forests algorithm for high dimensional data classification.

[BibT_eX]

[DOI]

Adv. Data Anal. Classif., 2018

Cluster Survival Model of Concept Drift in Load Profile Data.

[BibT_eX]

[DOI]

IEEE Access, 2018

Investigating Deep Reinforcement Learning Techniques in Personalized Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Particle Swarm Optimization-Based Weighted-Nadaraya-Watson Estimator.

[BibT_eX]

[DOI]

Jie Jiang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2018

Spectral Clustering of Large-scale Data by Directly Solving Normalized Cut.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Two-Stage Data Processing Algorithm to Generate Random Sample Partitions for Big Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing - CLOUD 2018, 2018

High-Dimensional Limited-Sample Biomedical Data Classification Using Variational Autoencoder.

[BibT_eX]

[DOI]

Mohammad Sultan Mahmud

Xianghua Fu

Md Abdul Masud

Proceedings of the Data Mining - 16th Australasian Conference, AusDM 2018, Bahrurst, NSW, 2018

Slice_OP: Selecting Initial Cluster Centers Using Observation Points.

[BibT_eX]

[DOI]

Mohammad Sultan Mahmud

Proceedings of the Advanced Data Mining and Applications - 14th International Conference, 2018

2017

Ensemble subspace clustering of text data using two-level features.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2017

Query ranking model for search engine query recommendation.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2017

Fuzziness based semi-supervised learning approach for intrusion detection system.

[BibT_eX]

[DOI]

Rana Aamir Raza Ashfaq

Inf. Sci., 2017

Local PurTree Spectral Clustering for Massive Customer Transaction Data.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2017

A Random Sample Partition Data Model for Big Data Analysis.

[BibT_eX]

[DOI]

CoRR, 2017

k-mw-modes: An algorithm for clustering categorical matrix-object data.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2017

A fuzzy SV-k-modes algorithm for clustering categorical data with set-valued attributes.

[BibT_eX]

[DOI]

Jiye Liang

Appl. Math. Comput., 2017

A New Static Web Caching Mechanism Based on Mutual Dependency Between Result Cache and Posting List Cache.

[BibT_eX]

[DOI]

Thanh Trinh

Dingming Wu

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

Self-adaptive Weighted Extreme Learning Machine for Imbalanced Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Semi-supervised Feature Selection via Rescaled Linear Regression.

[BibT_eX]

[DOI]

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

Scalable Normalized Cut with Improved Spectral Rotation.

[BibT_eX]

[DOI]

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

Improving Generalization Capability of Extreme Learning Machine with Synthetic Instances Generation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Self-Balanced Min-Cut Algorithm for Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

I-Sampling: A New Block-Based Sampling Method for Large-Scale Dataset.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Congress on Big Data, 2017

2016

Learning distributed word representation with multi-contextual mixed embedding.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Fuzzy nonlinear regression analysis using a random weight network.

[BibT_eX]

[DOI]

Xizhao Wang

Inf. Sci., 2016

An incremental model on search engine query recommendation.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Incremental density-based ensemble clustering over evolving data streams.

[BibT_eX]

[DOI]

Imran Khan

Kamen Ivanov

Neurocomputing, 2016

Big data analytics on Apache Spark.

[BibT_eX]

[DOI]

Salman Salloum

Ruslan Dautov

Xiaojun Chen

Patrick Xiaogang Peng

Int. J. Data Sci. Anal., 2016

Segmentation of Factories on Electricity Consumption Behaviors Using Load Profile Data.

[BibT_eX]

[DOI]

IEEE Access, 2016

A frequency-based gene selection method with random forests for gene data analysis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE RIVF International Conference on Computing & Communication Technologies, 2016

Imbalanced ELM Based on Normal Density Estimation for Binary-Class Classification.

[BibT_eX]

[DOI]

Rana Aamir Raza Ashfaq

Xizhao Wang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2016

Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics - 11th Pacific Asia Workshop, 2016

PurTreeClust: A purchase tree clustering algorithm for large-scale customer transaction data.

[BibT_eX]

[DOI]

Xiaojun Chen

Jun Luo

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

Empirical analysis of asymptotic ensemble learning for big data.

[BibT_eX]

[DOI]

Salman Salloum

Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, 2016

2015

Stratified feature sampling method for ensemble clustering of high dimensional data.

[BibT_eX]

[DOI]

Kuang Tian

Pattern Recognit., 2015

Two-level quantile regression forests for bias correction in range prediction.

[BibT_eX]

[DOI]

Thanh-Tung Nguyen

Thuy Thi Nguyen

Mach. Learn., 2015

Dynamic non-parametric joint sentiment topic mixture model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2015

Identifying and Analyzing Popular Phrases Multi-Dimensionally in Social Media Data.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2015

Recommending high-utility search engine queries via a query-recommending model.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Editorial: Uncertainty in learning from big data.

[BibT_eX]

[DOI]

Xizhao Wang

Fuzzy Sets Syst., 2015

Genome-wide association data classification and SNPs selection using two-stage quality-based Random Forests.

[BibT_eX]

[DOI]

BMC Genom., 2015

A New Feature Sampling Method in Random Forests for Predicting High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Use Correlation Coefficients in Gaussian Process to Train Stable ELM Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

2014

A Novel Variable-order Markov Model for Clustering Categorical Sequences.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Trend analysis of categorical data streams with a concept change method.

[BibT_eX]

[DOI]

Jiye Liang

Inf. Sci., 2014

QRM: A Probabilistic Model for Search Engine Query Recommendation.

[BibT_eX]

[DOI]

Jianguo Wang

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

Extensions to Quantile Regression Forests for Very High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Ensemble Clustering of High Dimensional Data with FastMap Projection.

[BibT_eX]

[DOI]

Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2014

A LDA Feature Grouping Method for Subspace Clustering of Text Data.

[BibT_eX]

[DOI]

Yeshou Cai

Xiaojun Chen

Patrick Xiaogang Peng

Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2014

Bias-corrected Quantile Regression Forests for high-dimensional data.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

2013

TW-k-Means: Automated Two-Level Variable Weighting Clustering Algorithm for Multiview Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Privacy Preserving Distributed DBSCAN Clustering.

[BibT_eX]

[DOI]

Trans. Data Priv., 2013

Stratified sampling for feature subspace selection in random forests for high dimensional data.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

An ensemble of decision cluster crotches for classification of high dimensional data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2013

Post-processing strategies for improving local gene expression pattern analysis.

[BibT_eX]

[DOI]

Int. J. Data Min. Bioinform., 2013

A Concept-Drifting Detection Algorithm for Categorical Evolving Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

A hybrid optimization method for acceleration of building linear classification models.

[BibT_eX]

[DOI]

Junchao Lv

Qiang Wang

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

A cross cluster-based collaborative filtering method for recommendation.

[BibT_eX]

[DOI]

Ming Gao

Proceedings of the IEEE International Conference on Information and Automation, 2013

2012

A feature group weighting method for subspace clustering of high-dimensional data.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Topic oriented community detection through social objects and link analysis in social networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2012

Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces.

[BibT_eX]

[DOI]

Int. J. Data Warehous. Min., 2012

Using a Variable Weighting k-Means Method to Build a Decision Cluster Classification Model.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2012

Batch-Mode Active Learning with Semi-supervised Cluster Tree for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Scalable Random Forests for Massive Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Multi-Layer Network for Influence Propagation over Microblog.

[BibT_eX]

[DOI]

Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2012

Scalable Subspace Logistic Regression Models for High Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011

Clustering categorical data streams.

[BibT_eX]

[DOI]

J. Comput. Methods Sci. Eng., 2011

Integrating constraints to support legally flexible business processes.

[BibT_eX]

[DOI]

Yuqing Sun

Xiangxu Meng

Inf. Syst. Frontiers, 2011

A Heuristic Algorithm for the Inner-City Multi-Drop: Container Loading Problem.

[BibT_eX]

[DOI]

Int. J. Oper. Res. Inf. Syst., 2011

Margin-based ensemble classifier for protein fold recognition.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2011

High-Order Co-clustering Text Data on Semantics-Based Representation Model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Order batching and picking in a synchronized zone order picking system.

[BibT_eX]

[DOI]

Li Pan

Sydney C. K. Chu

Proceedings of the 2011 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2011

A New Markov Model for Clustering Categorical Sequences.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

Rating: Privacy Preservation for Multiple Attributes with Different Sensitivity Requirements.

[BibT_eX]

[DOI]

Jinfei Liu

Jun Luo

Proceedings of the Data Mining Workshops (ICDMW), 2011

2010

Knowledge-based vector space model for text clustering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2010

A self-learning framework for services selection.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Manag., 2010

Exploiting Word Cluster Information for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Mining Trajectory Corridors Using Fréchet Distance and Meshing Grids.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

Minimum Spanning Tree Based Classification Model for Massive Data with MapReduce Implementation.

[BibT_eX]

[DOI]

Proceedings of the ICDMW 2010, 2010

Fuzzy soft subspace clustering method for gene co-expression network analysis.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

CPLDP: An Efficient Large Dataset Processing System Built on Cloud Platform.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Soft Subspace Clustering for High-Dimensional Data.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Clustering Categorical Data with k-Modes.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

SMART: a subspace clustering algorithm that automatically identifies the appropriate number of clusters.

[BibT_eX]

[DOI]

Int. J. Data Min. Model. Manag., 2009

2008

CNP-based Implementation of Service-oriented Workflow Mapping in SHGWMS.

[BibT_eX]

[DOI]

World Wide Web, 2008

Agglomerative Fuzzy K-Means Clustering Algorithm with Selection of Number of Clusters.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2008

Feature Weighting Random Forest for Detection of Hidden Web Search Interfaces.

[BibT_eX]

[DOI]

Int. J. Comput. Linguistics Chin. Lang. Process., 2008

Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis.

[BibT_eX]

[DOI]

Qiang Wang

Yunming Ye

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

A Changing Window Approach to Exploring Gene Expression Patterns.

[BibT_eX]

[DOI]

Qiang Wang

Yunming Ye

Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine, 2008

Building a Decision Cluster Classification Model for High Dimensional Data by a Variable Weighting k-Means Method.

[BibT_eX]

[DOI]

Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

2007

An Entropy Weighting k-Means Algorithm for Subspace Clustering of High-Dimensional Sparse Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2007

On the Impact of Dissimilarity Measure in k-Modes Clustering Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Adaptive scheduling for shared window joins over data streams.

[BibT_eX]

[DOI]

Frontiers Comput. Sci. China, 2007

Learning classifier system ensemble and compact rule set.

[BibT_eX]

[DOI]

Yang Gao

Lei Wu

Connect. Sci., 2007

A New Initialization Method for Clustering Categorical Data.

[BibT_eX]

[DOI]

Shu Wu

Qingshan Jiang

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

PAKDD 2007 Industrial Track Workshop.

[BibT_eX]

[DOI]

Yunming Ye

Proceedings of the Emerging Technologies in Knowledge Discovery and Data Mining, 2007

2006

Automatic Transaction Compensation for Reliable Grid Applications.

[BibT_eX]

[DOI]

Feilong Tang

Minglu Li

J. Comput. Sci. Technol., 2006

Ensemble Learning Classifier System and Compact Ruleset.

[BibT_eX]

[DOI]

Yang Gao

Lei Wu

Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Neighborhood Density Method for Selecting Initial Cluster Centers in K-Means Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

A Fast Greedy Algorithm for Outlier Mining.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

Clustering of SNP Data with Application to Genomics.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

SLF4SS: Facilitating Flexible Services Selection.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

MFCRank: A Web Ranking Algorithm Based on Correlation of Multiple Features.

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2006

A Case-Based Data Mining Platform.

[BibT_eX]

[DOI]

Xingwen Wang

Proceedings of the Data Mining - Theory, Methodology, Techniques, and Applications, 2006

Supplier Categorization with K-Means Type Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Frontiers of WWW Research and Development, 2006

2005

Automated Variable Weighting in k-Means Type Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Adaptive grid job scheduling with genetic algorithms.

[BibT_eX]

[DOI]

Yang Gao

Hongqiang Rong

Future Gener. Comput. Syst., 2005

FP-outlier: Frequent pattern based outlier detection.

[BibT_eX]

[DOI]

Comput. Sci. Inf. Syst., 2005

On the Performance of Feature Weighting K-Means for Text Subspace Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Age Information Management, 2005

A Neighborhood-Based Clustering Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Subspace Clustering of Text Documents with Feature Weighting K-Means Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

LCSE: Learning Classifier System Ensemble for Incremental Medical Instances.

[BibT_eX]

[DOI]

Proceedings of the Learning Classifier Systems, International Workshops, 2005

Ontology-Based E-Catalog Matching for Integration of GDSN and EPCglobal Network.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on e-Business Engineering (ICEBE 2005), 2005

Learning classifier system ensemble for data mining.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

ADDI: an agent-based extension to UDDI for supply chain management.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

2004

Web services: problems and future directions.

[BibT_eX]

[DOI]

J. Web Semant., 2004

An optimization algorithm for clustering using weighted dissimilarity measures.

[BibT_eX]

[DOI]

Pattern Recognit., 2004

Mining class outliers: concepts, algorithms and applications in CRM.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2004

Real-time transaction processing for autonomic Grid applications.

[BibT_eX]

[DOI]

Feilong Tang

Minglu Li

Eng. Appl. Artif. Intell., 2004

A data warehousing and data mining framework for web usage management.

[BibT_eX]

[DOI]

Edmond HaoCun Wu

Commun. Inf. Syst., 2004

Improved Email Classification through Enriched Feature Space.

[BibT_eX]

[DOI]

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

Mining Frequent Items in Spatio-temporal Databases.

[BibT_eX]

[DOI]

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

A Frequent Pattern Discovery Method for Outlier Detection.

[BibT_eX]

[DOI]

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

Mining Class Outliers: Concepts, Algorithms and Applications.

[BibT_eX]

[DOI]

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

A Categorized-Registry Model for Grid Resource Publication and Discovery Using Software Agents.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Computing: Applications and Technologies, 2004

Mining of Web-Page Visiting Patterns with Continuous-Time Markov Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

A Real-Time Transaction Approach for Grid Services: A Model and Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2004

Enhanced Email Classification Based on Feature Space Enriching.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Information Systems, 2004

A Feature Weighting Approach to Building Classification Models by Interactive Clustering.

[BibT_eX]

[DOI]

Proceedings of the Modeling Decisions for Artificial Intelligence, 2004

Petri-Net-Based Coordination Algorithms for Grid Transactions.

[BibT_eX]

[DOI]

Proceedings of the Parallel and Distributed Processing and Applications, 2004

Service Selection in Dynamic Demand-Driven Web Services.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services (ICWS'04), 2004

An Ontology-Based Model for Grid Resource Publication and Discovery.

[BibT_eX]

[DOI]

Proceedings of the Grid and Cooperative Computing, 2004

On Improving Website Connectivity by Using Web-Log Data Streams.

[BibT_eX]

[DOI]

Edmond HaoCun Wu

Proceedings of the Database Systems for Advances Applications, 2004

Meta-game Equilibrium for Multi-agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

iSurfer: A Focused Web Crawler Based on Incremental Learning from Positive Samples.

[BibT_eX]

[DOI]

Proceedings of the Advanced Web Technologies and Applications, 2004

An Efficient Multidimensional Data Model for Web Usage Mining.

[BibT_eX]

[DOI]

Edmond HaoCun Wu

Proceedings of the Advanced Web Technologies and Applications, 2004

2003

A Data Cube Model for Prediction-Based Web Prefetching.

[BibT_eX]

[DOI]

Qiang Yang

J. Intell. Inf. Syst., 2003

Data Mining and Case-Based Reasoning for Distance Learning.

[BibT_eX]

[DOI]

Int. J. Distance Educ. Technol., 2003

A Note on K-modes Clustering.

[BibT_eX]

[DOI]

J. Classif., 2003

Uni-Grid P&T: A Toolkit for Building Customizable Grid Portals.

[BibT_eX]

[DOI]

Proceedings of the Web Services, 2003

Adaptive Job Scheduling for a Service Grid Using a Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Grid and Cooperative Computing, Second International Workshop, 2003

Statistical models for time sequences data mining.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003

C3: A New Learning Scheme to Improve Classification of Rare Category Emails.

[BibT_eX]

[DOI]

Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2002

M-FastMap: A Modified FastMap Algorithm for Visual Cluster Validation in Data Mining.

[BibT_eX]

[DOI]

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

An Open Framework for Smart and Personalized Distance Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Web-Based Learning, First International Conference, 2002

2001

Patterns Discovery Based on Time-Series Decomposition.

[BibT_eX]

[DOI]

Jeffrey Xu Yu

Proceedings of the Knowledge Discovery and Data Mining, 2001

A Cube Model and Cluster Analysis for Web Access Sessions.

[BibT_eX]

[DOI]

Proceedings of the WEBKDD 2001, 2001

An Empirical Study on the Visual Cluster Validation Method with Fastmap.

[BibT_eX]

[DOI]

David Wai-Lok Cheung

Proceedings of the Database Systems for Advanced Applications, Proceedings of the 7th International Conference on Database Systems for Advanced Applications (DASFAA 2001), 18-20 April 2001, 2001

2000

Data Mining in Disease Management - A Diabetes Case Study.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000

A Visual Method of Cluster Validation with Fastmap.

[BibT_eX]

[DOI]

Tao Lin

Proceedings of the Knowledge Discovery and Data Mining, 2000

An Interactive Approach to Building Classification Models by Clustering and Cluster Validation.

[BibT_eX]

[DOI]