Dun Liu

Orcid: 0000-0002-1768-4598

According to our database1, Dun Liu authored at least 130 papers between 2004 and 2025.

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Bibliography

2025
A low-rank support tensor machine for multi-classification.
Inf. Sci., 2025

RT-DIFTWD: A novel data-driven intuitionistic fuzzy three-way decision model with regret theory.
Inf. Sci., 2025

2024
EvilPromptFuzzer: generating inappropriate content based on text-to-image models.
Cybersecur., December, 2024

Development and validation of a multi-modal ultrasomics model to predict response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer.
BMC Medical Imaging, December, 2024

GIFTWD: A Prospect Theory-Based Generalized Intuitionistic Fuzzy Three-Way Decision Model.
IEEE Trans. Fuzzy Syst., September, 2024

A Novel Fuzzy Large Margin Distribution Machine With Unified Pinball Loss.
IEEE Trans. Fuzzy Syst., April, 2024

A Multisource Data Fusion-based Heterogeneous Graph Attention Network for Competitor Prediction.
ACM Trans. Knowl. Discov. Data, February, 2024

High-Resolution, Lightweight Remote Sensing via Harmonic Diffractive Optical Imaging Systems and Deep Denoiser Prior Image Restoration.
IEEE Trans. Geosci. Remote. Sens., 2024

RPIR: A Semiblind Unsupervised Learning Image Restoration Method for Optical Synthetic Aperture Imaging Systems With Co-Phase Errors.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A novel cost-sensitive three-way intuitionistic fuzzy large margin classifier.
Inf. Sci., 2024

PM-VIS+: High-Performance Video Instance Segmentation without Video Annotation.
CoRR, 2024

PM-VIS: High-Performance Box-Supervised Video Instance Segmentation.
CoRR, 2024

A sequential three-way risk sorting model with the cautionary principle under probabilistic linguistic environment.
Comput. Ind. Eng., 2024

2023
Dynamic graph-based attribute reduction approach with fuzzy rough sets.
Int. J. Mach. Learn. Cybern., October, 2023

Feature selection in threes: Neighborhood relevancy, redundancy, and granularity interactivity.
Appl. Soft Comput., October, 2023

To share or not to share? When information sharing meets remanufacturing.
Ann. Oper. Res., October, 2023

A Novel Dual-Center-Based Intuitionistic Fuzzy Twin Bounded Large Margin Distribution Machines.
IEEE Trans. Fuzzy Syst., September, 2023

Detecting review manipulation from behavior deviation: A deep learning approach.
Electron. Commer. Res. Appl., July, 2023

Superiority of three-way decisions from the perspective of probability.
Artif. Intell. Rev., February, 2023

Motion-Constrained GNSS/INS Integrated Navigation Method Based on BP Neural Network.
Remote. Sens., January, 2023

A High-Precision Real-Time Pose Measurement Method for the Primary Lens of Large Aperture Space Telescope Based on Laser Ranging.
Sensors, 2023

Three-way decision for probabilistic linguistic conflict analysis via compounded risk preference.
Inf. Sci., 2023

Multi-granularity sequential three-way recommendation based on collaborative deep learning.
Int. J. Approx. Reason., 2023

Regret-based cross efficiency evaluation method in a general two-stage DEA system.
Comput. Ind. Eng., 2023

A Comparative Study of Machine Learning and Deep Learning Models for Weather Image Classification.
Proceedings of the 4th International Conference on Computer Engineering and Intelligent Control, 2023

A Novel Online Multi-label Feature Selection Approach for Multi-dimensional Streaming Data.
Proceedings of the Artificial Intelligence - Third CAAI International Conference, 2023

2022
A data-driven method for user satisfaction evaluation of smart and connected products.
Expert Syst. Appl., December, 2022

Hierarchical Fuzzy Rough Approximations With Three-Way Multigranularity Learning.
IEEE Trans. Fuzzy Syst., 2022

Performance of BDS B1 Frequency Standard Point Positioning during the Main Phase of Different Classified Geomagnetic Storms in China and the Surrounding Area.
Remote. Sens., 2022

Incremental sequential three-way decision based on continual learning network.
Int. J. Mach. Learn. Cybern., 2022

Mixed data-driven sequential three-way decision via subjective-objective dynamic fusion.
Knowl. Based Syst., 2022

A cost-sensitive temporal-spatial three-way recommendation with multi-granularity decision.
Inf. Sci., 2022

A unified incremental updating framework of attribute reduction for two-dimensionally time-evolving data.
Inf. Sci., 2022

Three-way multi-granularity learning towards open topic classification.
Inf. Sci., 2022

Temporal-spatial three-way granular computing for dynamic text sentiment classification.
Inf. Sci., 2022

Incremental rough reduction with stable attribute group.
Inf. Sci., 2022

Granular cabin: An efficient solution to neighborhood learning in big data.
Inf. Sci., 2022

A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products.
Int. J. Prod. Res., 2022

Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization.
Int. J. Approx. Reason., 2022

A novel three-way decision model with DEA method.
Int. J. Approx. Reason., 2022

Your posts betray you: Detecting influencer-generated sponsored posts by finding the right clues.
Inf. Manag., 2022

A regret cross-efficiency ranking method considering consensus consistency.
Expert Syst. Appl., 2022

Three-Way Decision Making Based on Data Envelopment Analysis with Interval Data.
Cogn. Comput., 2022

Rapid citrus harvesting motion planning with pre-harvesting point and quad-tree.
Comput. Electron. Agric., 2022

Neighborhood rough set based ensemble feature selection with cross-class sample granulation.
Appl. Soft Comput., 2022

2021
Granular ball guided selector for attribute reduction.
Knowl. Based Syst., 2021

Incremental fuzzy probability decision-theoretic approaches to dynamic three-way approximations.
Inf. Sci., 2021

Three-way decision based on third-generation prospect theory with Z-numbers.
Inf. Sci., 2021

Convex combination-based consensus analysis for intuitionistic fuzzy three-way group decision.
Inf. Sci., 2021

The effectiveness of three-way classification with interpretable perspective.
Inf. Sci., 2021

A Novel Approach for Probabilistic Linguistic Multiple Attribute Decision Making Based on Dual Muirhead Mean Operators and VIKOR.
Int. J. Fuzzy Syst., 2021

A novel approach to relative importance ratings of customer requirements in QFD based on probabilistic linguistic preferences.
Fuzzy Optim. Decis. Mak., 2021

An interpretable sequential three-way recommendation based on collaborative topic regression.
Expert Syst. Appl., 2021

An integrated method for multi-granular probabilistic linguistic multiple attribute decision-making with prospect theory.
Comput. Ind. Eng., 2021

2020
Supervised information granulation strategy for attribute reduction.
Int. J. Mach. Learn. Cybern., 2020

Three-way decisions: beyond rough sets and granular computing.
Int. J. Mach. Learn. Cybern., 2020

Quickly calculating reduct: An attribute relationship based approach.
Knowl. Based Syst., 2020

A matrix factorization based dynamic granularity recommendation with three-way decisions.
Knowl. Based Syst., 2020

Local temporal-spatial multi-granularity learning for sequential three-way granular computing.
Inf. Sci., 2020

A multilevel neighborhood sequential decision approach of three-way granular computing.
Inf. Sci., 2020

Risk appetite dual hesitant fuzzy three-way decisions with TODIM.
Inf. Sci., 2020

An integrated approach towards modeling ranked weights.
Comput. Ind. Eng., 2020

2019
Accelerator for multi-granularity attribute reduction.
Knowl. Based Syst., 2019

Cost-sensitive active learning through statistical methods.
Inf. Sci., 2019

An efficient selector for multi-granularity attribute reduction.
Inf. Sci., 2019

A temporal-spatial composite sequential approach of three-way granular computing.
Inf. Sci., 2019

A sequential three-way approach to multi-class decision.
Int. J. Approx. Reason., 2019

Three-way decisions based feature fusion for Chinese irony detection.
Int. J. Approx. Reason., 2019

2018
基于协同过滤的三支粒推荐算法研究 (Three-way Granular Recommendation Algorithm Based on Collaborative Filtering).
计算机科学, 2018

基于决策粗糙集的广义序贯三支决策方法 (Generalized Sequential Three-way Decisions Approach Based on Decision-theoretic Rough Sets).
计算机科学, 2018

Method for three-way decisions using ideal TOPSIS solutions at Pythagorean fuzzy information.
Inf. Sci., 2018

Information Aggregation of Hesitant Fuzzy Interval Sets for Multicriteria Decision-Making.
Comput. Sci. Eng., 2018

Modal and Dynamic Analysis of a Tether for a Nonequatorial Space Elevator.
IEEE Access, 2018

Composite Sequential Three-Way Decisions.
Proceedings of the Rough Sets - International Joint Conference, 2018

A Brief Review of a Method for Bounds on Polynomial Ranges over Simplexes.
Proceedings of the Fuzzy Information Processing, 2018

The Design of Low-Power and High-Precision Electronic Scale Based on Single Chip.
Proceedings of the Communications, Signal Processing, and Systems, 2018

2017
Determining Three-Way Decisions With Decision-Theoretic Rough Sets Using a Relative Value Approach.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A New Aggregation Method-Based Error Analysis for Decision-Theoretic Rough Sets and Its Application in Hesitant Fuzzy Information Systems.
IEEE Trans. Fuzzy Syst., 2017

A unified model of sequential three-way decisions and multilevel incremental processing.
Knowl. Based Syst., 2017

Three-way decisions in ordered decision system.
Knowl. Based Syst., 2017

A unified framework of dynamic three-way probabilistic rough sets.
Inf. Sci., 2017

Three-way decisions based on decision-theoretic rough sets with dual hesitant fuzzy information.
Inf. Sci., 2017

Three-way decisions with intuitionistic fuzzy decision-theoretic rough sets based on point operators.
Inf. Sci., 2017

Efficient method of two-dimensional DOA estimation for coherent signals.
EURASIP J. Wirel. Commun. Netw., 2017

Three-Way Decisions with DEA Approach.
Proceedings of the Rough Sets - International Joint Conference, 2017

2016
A novel three-way decision model based on incomplete information system.
Knowl. Based Syst., 2016

Three-way group decisions with decision-theoretic rough sets.
Inf. Sci., 2016

2015
A Novel Risk Decision Making Based on Decision-Theoretic Rough Sets Under Hesitant Fuzzy Information.
IEEE Trans. Fuzzy Syst., 2015

Incremental updating approximations in probabilistic rough sets under the variation of attributes.
Knowl. Based Syst., 2015

Deriving three-way decisions from intuitionistic fuzzy decision-theoretic rough sets.
Inf. Sci., 2015

A fuzzy rough set approach for incremental feature selection on hybrid information systems.
Fuzzy Sets Syst., 2015

Three-way decisions based on decision-theoretic rough sets under linguistic assessment with the aid of group decision making.
Appl. Soft Comput., 2015

Methods and Practices of Three-Way Decisions for Complex Problem Solving.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

2014
Three-Way Decisions in Stochastic Decision-Theoretic Rough Sets.
Trans. Rough Sets, 2014

Extended Probabilistic Rough Sets Under a Strict Dominance Relation.
J. Multiple Valued Log. Soft Comput., 2014

Systematic studies on three-way decisions with interval-valued decision-theoretic rough sets.
Inf. Sci., 2014

Incremental Learning Researches on Rough Set Theory: Status and Future.
Int. J. Rough Sets Data Anal., 2014

A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems.
Int. J. Approx. Reason., 2014

Incorporating logistic regression to decision-theoretic rough sets for classifications.
Int. J. Approx. Reason., 2014

An Overview of Function Based Three-Way Decisions.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

2013
Incremental approaches for updating approximations in set-valued ordered information systems.
Knowl. Based Syst., 2013

Incremental updating approximations in dominance-based rough sets approach under the variation of the attribute set.
Knowl. Based Syst., 2013

Dynamic Maintenance of Approximations in Dominance-Based Rough Set Approach under the Variation of the Object Set.
Int. J. Intell. Syst., 2013

Triangular fuzzy decision-theoretic rough sets.
Int. J. Approx. Reason., 2013

Non-Monotonic Attribute Reduction in Decision-Theoretic Rough Sets.
Fundam. Informaticae, 2013

Three-Way Decisions in Dynamic Decision-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Cost-Sensitive Three-Way Decision: A Sequential Strategy.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Fuzzy interval decision-theoretic rough sets.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

2012
Neighborhood rough sets for dynamic data mining.
Int. J. Intell. Syst., 2012

Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems.
Int. J. Approx. Reason., 2012

A Multiple-category Classification Approach with Decision-theoretic Rough Sets.
Fundam. Informaticae, 2012

Image-based 3D modeling and validation of radiofrequency interstitial tumor ablation using a tissue-mimicking breast phantom.
Int. J. Comput. Assist. Radiol. Surg., 2012

Decision-Theoretic Rough Sets with Probabilistic Distribution.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

An Incremental Approach for Updating Approximations of Rough Fuzzy Sets under the Variation of the Object Set.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

An Incremental Approach for Updating Approximations Based on Set-Valued Ordered Information Systems.
Proceedings of the Rough Sets and Current Trends in Computing, 2012

Dynamic maintenance strategy for approximations in set-valued ordered information systems under the attribute generalization.
Proceedings of the 2012 IEEE International Conference on Granular Computing, 2012

2011
Incremental learning optimization on knowledge discovery in dynamic business intelligent systems.
J. Glob. Optim., 2011

Probabilistic model criteria with decision-theoretic rough sets.
Inf. Sci., 2011

Three-way Investment Decisions with Decision-theoretic Rough Sets.
Int. J. Comput. Intell. Syst., 2011

A New Discriminant Analysis Approach under Decision-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Attribute Reduction in Decision-Theoretic Rough Set Model: A Further Investigation.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

2010
Multiple-Category Classification with Decision-Theoretic Rough Sets.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

A New Extended Dominance Relation Approach Based on Probabilistic Rough Set Theory.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

An approach for incremental updating approximations in Variable precision rough sets while attribute generalized.
Proceedings of the 2010 IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2010

Two decades'research on decision-theoretic rough sets.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009
An Incremental Approach for Inducing Knowledge from Dynamic Information Systems.
Fundam. Informaticae, 2009

An approach for inducing interesting incremental knowledge based on the change of attribute values.
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

2008
The Incremental Learning Methodology of VPRS Based on Complete Information System.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

A New Rough Sets Decision Method Based on PCA and Ordinal Regression.
Proceedings of the Rough Sets and Current Trends in Computing, 2008

2004
Design for robust component synthesis vibration suppression of flexible structures with on-off actuators.
IEEE Trans. Robotics, 2004


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