Guandong Xu

According to our database1, Guandong Xu authored at least 169 papers between 2004 and 2018.

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Bibliography

2018
Singular Value Decomposition.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

An effective approach for the protection of privacy text data in the CloudDB.
World Wide Web, 2018

Learning to embed music and metadata for context-aware music recommendation.
World Wide Web, 2018

SCSMiner: mining social coding sites for software developer recommendation with relevance propagation.
World Wide Web, 2018

An enhanced short text categorization model with deep abundant representation.
World Wide Web, 2018

Covering the Sensitive Subjects to Protect Personal Privacy in Personalized Recommendation.
IEEE Trans. Services Computing, 2018

Fuzzy Cognitive Diagnosis for Modelling Examinee Performance.
ACM TIST, 2018

An Approach for Generation of SPARQL Query from SQL Algebra based Transformation Rules of RDB to Ontology.
JSW, 2018

Sequence-based context-aware music recommendation.
Inf. Retr. Journal, 2018

Exploiting cross-source knowledge for warming up community question answering services.
Neurocomputing, 2018

GIST: A generative model with individual and subgroup-based topics for group recommendation.
Expert Syst. Appl., 2018

An approach for the protection of users' book browsing preference privacy in a digital library.
The Electronic Library, 2018

An Attention-Based Word-Level Interaction Model for Knowledge Base Relation Detection.
IEEE Access, 2018

An Effective Joint Framework for Document Summarization.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Knowledge-Based Recommendation with Hierarchical Collaborative Embedding.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Social Spammer Detection: A Multi-Relational Embedding Approach.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Multimodal Mixture Density Boosting Network for Personality Mining.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Text Stream to Temporal Network - A Dynamic Heartbeat Graph to Detect Emerging Events on Twitter.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Improving automatic source code summarization via deep reinforcement learning.
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Workshop Proposal on Knowledge Discovery from Digital Libraries.
Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018

Robust 2D Joint Sparse Principal Component Analysis With F-Norm Minimization For Sparse Modelling: 2D-RJSPCA.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A Multiple Source based Transfer Learning Framework for Marketing Campaigns.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Sequential Recommender System based on Hierarchical Attention Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Client Churn Prediction with Call Log Analysis.
Proceedings of the Database Systems for Advanced Applications, 2018

Cost-Sensitive Churn Prediction in Fund Management Services.
Proceedings of the Database Systems for Advanced Applications, 2018

Customer Churn Prediction in Superannuation: A Sequential Pattern Mining Approach.
Proceedings of the Databases Theory and Applications, 2018

Automated Underwriting in Life Insurance: Predictions and Optimisation.
Proceedings of the Databases Theory and Applications, 2018

2017
Improving the Quality of Recommendations for Users and Items in the Tail of Distribution.
ACM Trans. Inf. Syst., 2017

On Deep Learning for Trust-Aware Recommendations in Social Networks.
IEEE Trans. Neural Netw. Learning Syst., 2017

An efficient Wikipedia semantic matching approach to text document classification.
Inf. Sci., 2017

A topic modeling based approach to novel document automatic summarization.
Expert Syst. Appl., 2017

Knowledge or Gaming?: Cognitive Modelling Based on Multiple-Attempt Response.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

An Enhanced Convolutional Neural Network Model for Answer Selection.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Exploiting Geographical Location for Team Formation in Social Coding Sites.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Collaborative Filtering via Different Preference Structures.
Proceedings of the Knowledge Science, Engineering and Management, 2017

Structure embedding for knowledge base completion and analytics.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Music recommendation via heterogeneous information graph embedding.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Diversifying Personalized Recommendation with User-session Context.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Co-training an Improved Recurrent Neural Network with Probability Statistic Models for Named Entity Recognition.
Proceedings of the Database Systems for Advanced Applications, 2017

Latent factor analysis for low-dimensional implicit preference prediction.
Proceedings of the 2017 International Conference on Behavioral, 2017

The volatility of Bitcoin returns and its correlation to financial markets.
Proceedings of the 2017 International Conference on Behavioral, 2017

Towards simplified insurance application via sparse questionnaire optimization.
Proceedings of the 2017 International Conference on Behavioral, 2017

Combining heterogeneous features for time series prediction.
Proceedings of the 2017 International Conference on Behavioral, 2017

2016
Learning Informative Priors from Heterogeneous Domains to Improve Recommendation in Cold-Start User Domains.
ACM Trans. Inf. Syst., 2016

Private Cell Retrieval From Data Warehouses.
IEEE Trans. Information Forensics and Security, 2016

Social media analytics: unveiling the value, impact and implications of social media analytics for the management and use of online information.
Online Information Review, 2016

Two-level matrix factorization for recommender systems.
Neural Computing and Applications, 2016

A weighted adaptation method on learning user preference profile.
Knowl.-Based Syst., 2016

Recommendation using DMF-based fine tuning method.
J. Intell. Inf. Syst., 2016

Protecting private geosocial networks against practical hybrid attacks with heterogeneous information.
Neurocomputing, 2016

Point-of-Interest Recommendations via a Supervised Random Walk Algorithm.
IEEE Intelligent Systems, 2016

Improving Music Recommendation Using Distributed Representation.
Proceedings of the 25th International Conference on World Wide Web, 2016

Predicting Replacement of Smartphones with Mobile App Usage.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

GEMRec: A Graph-Based Emotion-Aware Music Recommendation Approach.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Learning Music Embedding with Metadata for Context Aware Recommendation.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

CoSoLoRec: Joint Factor Model with Content, Social, Location for Heterogeneous Point-of-Interest Recommendation.
Proceedings of the Knowledge Science, Engineering and Management, 2016

An Approach for Automatically Generating R2RML-Based Direct Mapping from Relational Databases.
Proceedings of the Social Computing, 2016

Applying Visual Analytics on Traditional Data Mining Process: Quick Prototype, Simple Expertise Transformation, and Better Interpretation.
Proceedings of the 4th International Conference on Enterprise Systems, 2016

Applying client churn prediction modeling on home-based care services industry.
Proceedings of the 2016 International Conference on Behavioral, 2016

Coupled behavioral analysis for user preference-based email spamming.
Proceedings of the 2016 International Conference on Behavioral, 2016

Deployment of churn prediction model in financial services industry.
Proceedings of the 2016 International Conference on Behavioral, 2016

Classifying sybil in MSNs using C4.5.
Proceedings of the 2016 International Conference on Behavioral, 2016

2015
Guest Editorial: Advanced Technologies and Services for Multimedia Big Data Processing.
Multimedia Tools Appl., 2015

Improving contextual advertising matching by using Wikipedia thesaurus knowledge.
Knowl. Inf. Syst., 2015

KIPTC: a kernel information propagation tag clustering algorithm.
J. Intell. Inf. Syst., 2015

Constructing plausible innocuous pseudo queries to protect user query intention.
Inf. Sci., 2015

Social networking meets recommender systems: survey.
IJSNM, 2015

Learning recency based comparative choice towards point-of-interest recommendation.
Expert Syst. Appl., 2015

Exploring user emotion in microblogs for music recommendation.
Expert Syst. Appl., 2015

Semantic SPARQL Query in a Relational Database Based on Ontology Construction.
Proceedings of the 11th International Conference on Semantics, Knowledge and Grids, 2015

Coupled Matrix Factorization Within Non-IID Context.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Coupling Multiple Views of Relations for Recommendation.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Hashtag Biased Ranking for Keyword Extraction from Microblog Posts.
Proceedings of the Knowledge Science, Engineering and Management, 2015

Intelligent Sybil Attack Detection on Abnormal Connectivity Behavior in Mobile Social Networks.
Proceedings of the Knowledge Management in Organizations - 10th International Conference, 2015

OLAP-enabled web search of complex objects.
Proceedings of the 17th International Conference on Information Integration and Web-based Applications & Services, 2015

Learning User Preferences across Multiple Aspects for Merchant Recommendation.
Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

MARS: A multi-aspect Recommender system for Point-of-Interest.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Cloud-Based OLAP over Big Data: Application Scenarios and Performance Analysis.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Learning to rank domain experts in microblogging by combining text and non-text features.
Proceedings of the 2015 International Conference on Behavioral, 2015

An analysis of new visitors' website behaviour before & after TV advertising.
Proceedings of the 2015 International Conference on Behavioral, 2015

An Approach for Mapping Relational Database into Ontology.
Proceedings of the 12th Web Information System and Application Conference, 2015

2014
Models for Community Dynamics.
Encyclopedia of Social Network Analysis and Mining, 2014

Exploration on efficient similar sentences extraction.
World Wide Web, 2014

Multi-label learning based on iterative label propagation over graph.
Pattern Recognition Letters, 2014

Expanding user's query with tag-neighbors for effective medical information retrieval.
Multimedia Tools Appl., 2014

Social cyber systems - Challenges, opportunities, and beyond.
Journal of Systems and Software, 2014

Behavior Informatics: A New Perspective.
IEEE Intelligent Systems, 2014

Social network-based service recommendation with trust enhancement.
Expert Syst. Appl., 2014

Special Issue on Social Computing and its Applications.
Comput. J., 2014

Coupled Item-Based Matrix Factorization.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

A Novel Heuristic Scheme for Modeling and Managing Time Bound Constraints in Data-Intensive Grid and Cloud Infrastructures.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Workshops, 2014

Mining user tasks from print logs.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Bayesian Heteroskedastic Choice Modeling on Non-identically Distributed Linkages.
Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Towards a Framework for Supporting Web Search of Complex Objects via Multidimensional Paradigms.
Proceedings of the 2014 14th International Conference on Computational Science and Its Applications, Guimaraes, Portugal, June 30, 2014

A confidence-based entity resolution approach with incomplete information.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

The Application of Cartesian-Join of Bloom Filters to Supporting Membership Query of Multidimensional Data.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

A backbone extraction method with Local Search for complex weighted networks.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

Identifying Domain-Dependent Influential Microblog Users: A Post-Feature Based Approach.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Deep Modeling of Group Preferences for Group-Based Recommendation.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Medical Information Retrieval Enhanced with User's Query Expanded with Tag-Neighbors.
Proceedings of the Handbook of Medical and Healthcare Technologies, 2013

Guest editorial: social networks and social Web mining.
World Wide Web, 2013

An efficient approach to suggesting topically related web queries using hidden topic model.
World Wide Web, 2013

Position-wise contextual advertising: Placing relevant ads at appropriate positions of a web page.
Neurocomputing, 2013

Personalized recommendation via cross-domain triadic factorization.
Proceedings of the 22nd International World Wide Web Conference, 2013

Community Detection in Multi-relational Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

CGMF: Coupled Group-Based Matrix Factorization for Recommender System.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

A New Indexing Technique for Supporting By-attribute Membership Query of Multidimensional Data.
Proceedings of the Web-Age Information Management, 2013

Private data warehouse queries.
Proceedings of the 18th ACM Symposium on Access Control Models and Technologies, 2013

Suggestions for Fresh Search Queries by Mining Mircoblog Topics.
Proceedings of the Behavior and Social Computing, 2013

OLAP*: Effectively and Efficiently Supporting Parallel OLAP over Big Data.
Proceedings of the Model and Data Engineering - Third International Conference, 2013

Cross-Domain Collaborative Filtering via Bilinear Multilevel Analysis.
Proceedings of the IJCAI 2013, 2013

Leveraging Supervised Label Dependency Propagation for Multi-label Learning.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Who Will Follow Your Shop? Exploiting Multiple Information Sources in Finding Followers.
Proceedings of the Database Systems for Advanced Applications, 2013

Leveraging Visual Features and Hierarchical Dependencies for Conference Information Extraction.
Proceedings of the Web Technologies and Applications - 15th Asia-Pacific Web Conference, 2013

A Spectral Clustering Algorithm Based on Hierarchical Method.
Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

Mining Frequent Patterns in Print Logs with Semantically Alternative Labels.
Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012
Executing SQL queries over encrypted character strings in the Database-As-Service model.
Knowl.-Based Syst., 2012

GMQL: A graphical multimedia query language.
Knowl.-Based Syst., 2012

A feature-free search query classification approach using semantic distance.
Expert Syst. Appl., 2012

An Improved Contextual Advertising Matching Approach based on Wikipedia Knowledge.
Comput. J., 2012

Preemptive Hadoop Jobs Scheduling under a Deadline.
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012

Learning Tree Structure of Label Dependency for Multi-label Learning.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

An Integrated Pruning Criterion for Ensemble Learning Based on Classification Accuracy and Diversity.
Proceedings of the 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing, 2012

Latent Informative Links Detection.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

A projective clustering algorithm based on significant local dense areas.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

On Smart and Accurate Contextual Advertising.
Proceedings of the Database Systems for Advanced Applications, 2012

Finding Related Micro-blogs Based on WordNet.
Proceedings of the Database Systems for Advanced Applications, 2012

Academic Recommendation on Graph with Dynamic Transfer Chain.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Book Recommendation Based on Joint Multi-relational Model.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

Group Division for Recommendation in Tag-Based Systems.
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 2012

KNN-Based Clustering for Improving Social Recommender Systems.
Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

A MapReduce-Based Parallel Clustering Algorithm for Large Protein-Protein Interaction Networks.
Proceedings of the Advanced Data Mining and Applications, 8th International Conference, 2012

Recommending Related Microblogs: A Comparison Between Topic and WordNet based Approaches.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
Modeling user hidden navigational behavior for Web recommendation.
Web Intelligence and Agent Systems, 2011

Random walk based rank aggregation to improving web search.
Knowl.-Based Syst., 2011

HC_AB: A new heuristic clustering algorithm based on Approximate Backbone.
Inf. Process. Lett., 2011

TOAST: A Topic-Oriented Tag-Based Recommender System.
Proceedings of the Web Information System Engineering - WISE 2011, 2011

A Feature-Free Flexible Approach to Topical Classification of Web Queries.
Proceedings of the Seventh International Conference on Semantics Knowledge and Grid (SKG 2011), 2011

On Kernel Information Propagation for Tag Clustering in Social Annotation Systems.
Proceedings of the Knowlege-Based and Intelligent Information and Engineering Systems, 2011

A Local Information Passing Clustering Algorithm for Tagging Systems.
Proceedings of the Database Systems for Adanced Applications, 2011

Leveraging Wikipedia concept and category information to enhance contextual advertising.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags.
Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

SemRec: A Semantic Enhancement Framework for Tag Based Recommendation.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
A robust iterative refinement clustering algorithm with smoothing search space.
Knowl.-Based Syst., 2010

Co-clustering for Weblogs in Semantic Space.
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

A User Group Clustering Approach in Tagging Systems.
Proceedings of the LWA 2010, 2010

Co-clustering Analysis of Weblogs Using Bipartite Spectral Projection Approach.
Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2010

SNSMW 2010 Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2010

A framework of data integration, knowledge management and user behaviour modelling in healthcare applications of diabetes.
Proceedings of the Database Technologies 2010, 2010

2009
Singular Value Decomposition.
Proceedings of the Encyclopedia of Database Systems, 2009

Toward breast cancer survivability prediction models through improving training space.
Expert Syst. Appl., 2009

On web communities mining and recommendation.
Concurrency and Computation: Practice and Experience, 2009

Enhancing Web Search by Aggregating Results of Related Web Queries.
Proceedings of the Web Information Systems Engineering, 2009

2008
Using Web Clustering for Web Communities Mining and Analysis.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

AdaBoost algorithm with random forests for predicting breast cancer survivability.
Proceedings of the International Joint Conference on Neural Networks, 2008

Modelling User Behaviour for Web Recommendation Using LDA Model.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2008

Support Vector Machine for Outlier Detection in Breast Cancer Survivability Prediction.
Proceedings of the Advanced Web and NetworkTechnologies, and Applications, 2008

2007
On Web Communities Mining and Analysis.
Proceedings of the Third International Conference on Semantics, 2007

2006
Tumor tissue identification based on gene expression data using DWT feature extraction and PNN classifier.
Neurocomputing, 2006

Mining Gait Pattern for Clinical Locomotion Diagnosis Based on Clustering Techniques.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Discovering task-oriented usage pattern for web recommendation.
Proceedings of the Database Technologies 2006, 2006

2005
A Web Recommendation Technique Based on Probabilistic Latent Semantic Analysis.
Proceedings of the Web Information Systems Engineering, 2005

Using Probabilistic Latent Semantic Analysis for Web Page Grouping.
Proceedings of the 15th International Workshop on Research Issues in Data Engineering (RIDE-SDMA 2005), 2005

A DNA Based Evolutionary Algorithm for the Minimal Set Cover Problem.
Proceedings of the Advances in Intelligent Computing, 2005

Towards User Profiling for Web Recommendation.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

A Latent Usage Approach for Clustering Web Transaction and Building User Profile.
Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

Discovering User Access Pattern Based on Probabilistic Latent Factor Model.
Proceedings of the Database Technologies 2005, 2005

2004
DWT based feature extraction of gene expression data for tissue classification.
Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004


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