Duen-Ren Liu

Orcid: 0000-0003-1180-0866

According to our database1, Duen-Ren Liu authored at least 127 papers between 1994 and 2024.

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

Timeline

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Bibliography

2024
News recommendations based on collaborative topic modeling and collaborative filtering with generative adversarial networks.
Data Technol. Appl., 2024

2023
Hybrid Generative Adversarial Networks for News Recommendation.
J. Inf. Sci. Eng., November, 2023

Talent recommendation based on attentive deep neural network and implicit relationships of resumes.
Inf. Process. Manag., 2023

2022
Credit default swap prediction based on generative adversarial networks.
Data Technol. Appl., 2022

Online Product Recommendations based on Diversity and Latent Association Analysis on News and Products.
J. Inf. Sci. Eng., 2022

A boosting resampling method for regression based on a conditional variational autoencoder.
Inf. Sci., 2022

Random RotBoost: An Ensemble Classification Method Based on Rotation Forest and AdaBoost in Random Subsets and Its Application to Clinical Decision Support.
Entropy, 2022

2021
A hybrid of XGBoost and aspect-based review mining with attention neural network for user preference prediction.
Int. J. Mach. Learn. Cybern., 2021

Air pollution prediction based on factory-aware attentional LSTM neural network.
Computing, 2021

2020
Integrating collaborative topic modeling and diversity for movie recommendations during news browsing.
Kybernetes, 2020

Air pollution forecasting based on attention-based LSTM neural network and ensemble learning.
Expert Syst. J. Knowl. Eng., 2020

Rating Prediction Based on Merge-CNN and Concise Attention Review Mining.
IEEE Access, 2020

2019
Advertisement recommendation based on personal interests and ad push fairness.
Kybernetes, 2019

Online news recommendations based on topic modeling and online interest adjustment.
Ind. Manag. Data Syst., 2019

Churn prediction and social neighbour influences for different types of user groups in virtual worlds.
Expert Syst. J. Knowl. Eng., 2019

News Recommendation Based on Collaborative Semantic Topic Models and Recommendation Adjustment.
Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018
Recommender system based on social influence and the virtual house bandwagon effect in virtual worlds.
Kybernetes, 2018

Online recommendations based on dynamic adjustment of recommendation lists.
Knowl. Based Syst., 2018

Online Recommendation Based on Collaborative Topic Modeling and Item Diversity.
Proceedings of the 7th International Congress on Advanced Applied Informatics, 2018

2017
An Online Activity Recommendation Approach Based on the Dynamic Adjustment of Recommendation Lists.
Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics, 2017

2016
A Hybrid Neural Network Model for Sales Forecasting Based on ARIMA and Search Popularity of Article Titles.
Comput. Intell. Neurosci., 2016

Product Recommendations Based on the Bandwagon Effect of Virtual Houses in Virtual Worlds.
Proceedings of the 5th IIAI International Congress on Advanced Applied Informatics, 2016

2015
A Uniform Framework for Rough Approximations Based on Generalized Quantifiers.
Trans. Rough Sets, 2015

Recommendations based on personalized tendency for different aspects of influences in social media.
J. Inf. Sci., 2015

Complementary QA network analysis for QA retrieval in social question-answering websites.
J. Assoc. Inf. Sci. Technol., 2015

Outlier detection from vehicle trajectories to discover roaming events.
Inf. Sci., 2015

Recommending blog articles based on popular event trend analysis.
Inf. Sci., 2015

Virtual friend recommendations in virtual worlds.
Decis. Support Syst., 2015

Intelligent Power Resource Allocation by Context-Based Usage Mining.
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015

Customer Churn Prediction in Virtual Worlds.
Proceedings of the IIAI 4th International Congress on Advanced Applied Informatics, 2015

2014
Hybrid content filtering and reputation-based popularity for recommending blog articles.
Online Inf. Rev., 2014

QA document recommendations for communities of question-answering websites.
Knowl. Based Syst., 2014

2013
Novel personal and group-based trust models in collaborative filtering for document recommendation.
Inf. Sci., 2013

Integrating expert profile, reputation and link analysis for expert finding in question-answering websites.
Inf. Process. Manag., 2013

Recommending Quality Book Reviews from Heterogeneous Websites.
Internet Res., 2013

Variable consistency and variable precision models for dominance-based fuzzy rough set analysis of possibilistic information systems.
Int. J. Gen. Syst., 2013

Discovering role-based virtual knowledge flows for organizational knowledge support.
Decis. Support Syst., 2013

Discovering Workflow-Aware Virtual Knowledge Flows for Knowledge Dissemination.
Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

Recommendations Based on Different Aspects of Influences in Social Media.
Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

Recommending QA Documents for Communities of Question-Answering Websites.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

2012
Modeling the knowledge-flow view for collaborative knowledge support.
Knowl. Based Syst., 2012

Extracting semantic relations to enrich domain ontologies.
J. Intell. Inf. Syst., 2012

Document recommendations based on knowledge flows: A hybrid of personalized and group-based approaches.
J. Assoc. Inf. Sci. Technol., 2012

Hybrid recommendations for mobile commerce based on mobile phone features.
Expert Syst. J. Knowl. Eng., 2012

Enhancing Sales Forecasting by Using Neuro Networks and the Popularity of Magazine Article Titles.
Proceedings of the 2012 Sixth International Conference on Genetic and Evolutionary Computing, 2012

Variable Precision Fuzzy Rough Set Based on Relative Cardinality.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Applying Personal and Group-based Trust Models in Document Recommendation.
Proceedings of the DATA 2012, 2012

2011
Hybrid-patent classification based on patent-network analysis.
J. Assoc. Inf. Sci. Technol., 2011

Personalized recommendation of popular blog articles for mobile applications.
Inf. Sci., 2011

A Logical Formulation of Rough Set Definability.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Sequence-based trust in collaborative filtering for document recommendation.
Int. J. Hum. Comput. Stud., 2011

Dominance-based fuzzy rough set analysis of uncertain and possibilistic data tables.
Int. J. Approx. Reason., 2011

A relational perspective of attribute reduction in rough set-based data analysis.
Eur. J. Oper. Res., 2011

Mobile commerce product recommendations based on hybrid multiple channels.
Electron. Commer. Res. Appl., 2011

Mining group-based knowledge flows for sharing task knowledge.
Decis. Support Syst., 2011

Dominance-Based Rough Set Approach for Possibilistic Information Systems.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

Recommending Documents via Knowledge Flow-based Group Recommendation.
Proceedings of the ICSOFT 2011, 2011

2010
Discovering competitive intelligence by mining changes in patent trends.
Expert Syst. Appl., 2010

Constraint-based attribute reduction in rough set analysis.
Proceedings of the IEEE International Conference on Systems, 2010

Expert finding in question-answering websites: a novel hybrid approach.
Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Patent Classification Using Ontology-Based Patent Network Analysis.
Proceedings of the Pacific Asia Conference on Information Systems, 2010

Hybrid Multiple Channels-Based Recommendations for Mobile Commerce.
Proceedings of the 43rd Hawaii International International Conference on Systems Science (HICSS-43 2010), 2010

Combining reputation and content-based filtering for blog article recommendation in social bookmarking websites.
Proceedings of the 12th International Conference on Electronic Commerce, 2010

2009
Integrating knowledge flow mining and collaborative filtering to support document recommendation.
J. Syst. Softw., 2009

Learning dynamic information needs: A collaborative topic variation inspection approach.
J. Assoc. Inf. Sci. Technol., 2009

A hybrid of sequential rules and collaborative filtering for product recommendation.
Inf. Sci., 2009

Mining the change of event trends for decision support in environmental scanning.
Expert Syst. Appl., 2009

MPF-based Hybrid Recommendations for Mobile Commerce.
Proceedings of the 2009 International Conference on Information & Knowledge Engineering, 2009

Dominance-based Rough Set Analysis for Uncertain Data Tables.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Personalized Popular Blog Recommender Service for Mobile Applications.
Proceedings of the E-Commerce and Web Technologies, 10th International Conference, 2009

Sequence-Based Trust for Document Recommendation.
Proceedings of the E-Commerce and Web Technologies, 10th International Conference, 2009

2008
A Bipolar Interpretation of Fuzzy Decision Trees.
Proceedings of the Data Mining: Foundations and Practice, 2008

Document recommendation for knowledge sharing in personal folder environments.
J. Syst. Softw., 2008

Toward incorporating a task-stage identification technique into the long-term document support process.
Inf. Process. Manag., 2008

Product recommendation approaches: Collaborative filtering via customer lifetime value and customer demands.
Expert Syst. Appl., 2008

Knowledge maps for composite e-services: A mining-based system platform coupling with recommendations.
Expert Syst. Appl., 2008

Collaborative relevance assessment for task-based knowledge support.
Decis. Support Syst., 2008

Mining Changes in Patent Trends for Competitive Intelligence.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Mining knowledge flow for modeling the information needs of task-based groups.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2008

Definability in Logic and Rough Set Theory.
Proceedings of the ECAI 2008, 2008

2007
Knowledge support for problem-solving in a production process: A hybrid of knowledge discovery and case-based reasoning.
Expert Syst. Appl., 2007

Rough set-based logics for multicriteria decision analysis.
Eur. J. Oper. Res., 2007

Role and Task Based Authorization Management for Process-View.
Proceedings of the SECRYPT 2007, 2007

Knowledge Flow-Based Document Recommendation for Knowledge Sharing.
Proceedings of the Knowledge Science, 2007

2006
Arrow Decision Logic for Relational Information Systems.
Trans. Rough Sets, 2006

Granulation Based on Hybrid Infornation Systems.
Proceedings of the IEEE International Conference on Systems, 2006

Mining and Supporting Task-Stage Knowledge: A Hierarchical Clustering Technique.
Proceedings of the Practical Aspects of Knowledge Management, 6th International Conference, 2006

2005
Justification and Hypothesis Selection in Data Mining.
Proceedings of the Foundations of Data Mining and knowledge Discovery, 2005

Hybrid approaches to product recommendation based on customer lifetime value and purchase preferences.
J. Syst. Softw., 2005

Integrating AHP and data mining for product recommendation based on customer lifetime value.
Inf. Manag., 2005

Task-based <i>K</i>-Support system: disseminating and sharing task-relevant knowledge.
Expert Syst. Appl., 2005

Arrow Decision Logic.
Proceedings of the Rough Sets, 2005

Task-stage knowledge support: coupling user information needs with stage identification.
Proceedings of the 2005 IEEE International Conference on Information Reuse and Integration, 2005

Hybrid Recommendation Approaches: Collaborative Filtering via Valuable Content Information.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

2004
Role-based authorizations for workflow systems in support of task-based separation of duty.
J. Syst. Softw., 2004

An agent-based approach to flexible commerce in intermediary-centric electronic markets.
J. Netw. Comput. Appl., 2004

Project-based knowledge maps: combining project mining and XML-enabled topic maps.
Internet Res., 2004

Discovering role-relevant process-views for disseminating process knowledge.
Expert Syst. Appl., 2004

Business-to-business workflow interoperation based on process-views.
Decis. Support Syst., 2004

K-Support System: Knowledge Support for Disseminating and Sharing Task-relevant Knowledge.
Proceedings of the 2004 IEEE International Conference on Information Reuse and Integration, 2004

Mining the Change of Events in Environmental Scanning for Decision Support.
Proceedings of the Fourth International Conference on Electronic Business, 2004

2003
Workflow modeling for virtual processes: an order-preserving process-view approach.
Inf. Syst., 2003

Integrating software agents with multi-level metadata in support of heterogeneous product search.
Comput. Syst. Sci. Eng., 2003

Designing a composite e-service platform with recommendation function.
Comput. Stand. Interfaces, 2003

A Collaborative Relevance Feedback Approach to Task-driven Recommendation.
Proceedings of the Seventh Pacific Asia Conference on Information Systems, 2003

Customer Defection Prediction in Online Bookstores.
Proceedings of the ICEIS 2003, 2003

Multi-Criteria Task Assignment in Workflow Management Systems.
Proceedings of the 36th Hawaii International Conference on System Sciences (HICSS-36 2003), 2003

Discovering Role-Relevant Process-Views for Recommending Workflow Information.
Proceedings of the Database and Expert Systems Applications, 14th International Conference, 2003

2001
Deployment of personalized e-catalogues: An agent-based framework integrated with XML metadata and user models.
J. Netw. Comput. Appl., 2001

A Possibilistic Decision Logic with Applications.
Fundam. Informaticae, 2001

A Hypergraph Based Approach to Declustering Problems.
Distributed Parallel Databases, 2001

Integrating SET and EDI for secure healthcare commerce.
Comput. Stand. Interfaces, 2001

A Framework for Personalized E-Catalogs: An Integration of XML-based Metadata, User Models and Agents.
Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Coordinating Interorganizational Workflows Based on Process-Views.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001

Modeling Workflows with a Process-View Approach.
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
Classifying Video Documents by Hierarchical Structure of Video Contents.
Comput. J., 2000

Tree Indexing for Efficient Search of Similar Documents.
Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 2000

1999
A Logical Approach to Fuzzy Data Analysis.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999

Applying Agents to Search Goods Information Based on Three-Level Metadata Architectures.
Proceedings of the 10th International Workshop on Database & Expert Systems Applications, 1999

1997
CCAM: A Connectivity-Clustered Access Method for Networks and Network Computations.
IEEE Trans. Knowl. Data Eng., 1997

Data Models in Geographic Information Systems.
Commun. ACM, 1997

1996
Partitioning Similarity Graphs: A Framework for Declustering Problems.
Inf. Syst., 1996

Genesis: An Approach to Data Dissemination in Advanced Traveler Information Systems.
IEEE Data Eng. Bull., 1996

1995
CCAM: A Connectivity-Clustered Access Method for Aggregate Queries on Transportation Networks: A Summary of Results.
Proceedings of the Eleventh International Conference on Data Engineering, 1995

A Similarity Graph-Based Approach to Declustering Problems and Its Application towards Paralleling Grid Files.
Proceedings of the Eleventh International Conference on Data Engineering, 1995

1994
Genesis and Advanced Traveler Information Systems.
Proceedings of the Mobile Computing [Mobidata Workshop on Mobile and Wireless Information Systems, Rutgers University, NJ, USA, October 31, 1994

Testability Considerations.
Proceedings of the Proceedings 1994 IEEE International Conference on Computer Design: VLSI in Computer & Processors, 1994


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