Jun Liu
Orcid: 0000-0001-8859-5405Affiliations:
- University of Ulster, Jordanstown, UK
- University of Manchester, UK
- Belgian Nuclear Research Centre, Mol, Belgium
- Southwest Jiaotong University, Chengdu, China
According to our database1,
Jun Liu
authored at least 199 papers
between 1999 and 2025.
Collaborative distances:
Collaborative distances:
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Bibliography
2025
Semi-supervised multi-view feature selection with adaptive similarity fusion and learning.
Pattern Recognit., 2025
Inf. Fusion, 2025
2024
A Novel Spark-Based Attribute Reduction and Neighborhood Classification for Rough Evidence.
IEEE Trans. Cybern., March, 2024
A concept lattice-based expert opinion aggregation method for multi-attribute group decision-making with linguistic information.
Expert Syst. Appl., March, 2024
Improving two-mode algorithm via probabilistic selection for solving satisfiability problem.
Inf. Sci., January, 2024
A complementary ratio based clause selection method for contradiction separation dynamic deduction.
Knowl. Based Syst., 2024
Knowl. Based Syst., 2024
Knowl. Based Syst., 2024
Multisource information fusion for real-time optimization of shield construction parameters.
Knowl. Based Syst., 2024
An extended multi-expert concept lattice-based heterogeneous multi-attribute group decision-making approach.
Inf. Sci., 2024
2023
Soft Comput., December, 2023
A Hybrid Online Off-Policy Reinforcement Learning Agent Framework Supported by Transformers.
Int. J. Neural Syst., December, 2023
A behavioural hierarchical analysis framework in a smart home: Integrating HMM and probabilistic model checking.
Inf. Fusion, July, 2023
Belief rule-base expert system with multilayer tree structure for complex problems modeling.
Expert Syst. Appl., May, 2023
Fully reusing clause deduction algorithm based on standard contradiction separation rule.
Inf. Sci., April, 2023
TS-Evolutionary_Prototyping: A Python module for finding the prototype in large sets of time series.
Softw. Impacts, March, 2023
Mobile agent path planning under uncertain environment using reinforcement learning and probabilistic model checking.
Knowl. Based Syst., March, 2023
Micro-extended belief rule-based system with activation factor and parameter optimization for industrial cost prediction.
Int. J. Mach. Learn. Cybern., January, 2023
Evidential reasoning rule for environmental governance cost prediction with considering causal relationship and data reliability.
Soft Comput., 2023
An efficient contradiction separation based automated deduction algorithm for enhancing reasoning capability.
Knowl. Based Syst., 2023
Inf. Sci., 2023
Cumulative Belief Rule-Based Expert System for Multi-Resident Activity Recognition in Smart Home.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
Formal Modelling of the Multiple Trains Following Operation in Uncertain Environments.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
Machine Learning on Spectral Data from Miniature Devices for Food Quality Analysis - A Case Study.
Proceedings of the 2023 7th International Conference on Machine Learning and Soft Computing, 2023
2022
Editorial: New trends on machine learning applied to information processing under uncertainty.
Int. J. Mach. Learn. Cybern., 2022
Enhancing extended belief rule-based systems for classification problems using decomposition strategy and overlap function.
Int. J. Mach. Learn. Cybern., 2022
Highly explainable cumulative belief rule-based system with effective rule-base modeling and inference scheme.
Knowl. Based Syst., 2022
Knowl. Based Syst., 2022
USST: A two-phase privacy-preserving framework for personalized recommendation with semi-distributed training.
Inf. Sci., 2022
Aggregation and definition of an algebraic framework for fuzzy time series: An application in the supply-demand domain.
Int. J. Approx. Reason., 2022
Appl. Soft Comput., 2022
Reliability Analysis of Smart Home Sensor Systems Based on Probabilistic Model Checking.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
Extended Belief Rule Base Model with Novel Rule Generation for Sensor-Based Human Activity Recognition Under Big Data.
Proceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence, 2022
An Attack Impact and Host Importance based Approach to Intrusion Response Action Selection.
Proceedings of the ITCC 2022: 4th International Conference on Information Technology and Computer Communications, Guangzhou, China, June 23, 2022
From Machine Learning Based Intrusion Detection to Cost Sensitive Intrusion Response.
Proceedings of the 6th International Conference on Cryptography, Security and Privacy, 2022
2021
A Micro-Extended Belief Rule-Based System for Big Data Multiclass Classification Problems.
IEEE Trans. Syst. Man Cybern. Syst., 2021
Banzhaf-Choquet-copula-based aggregation operators for managing q-rung orthopair fuzzy information.
Soft Comput., 2021
Soft Comput., 2021
A Risk-Based IoT Decision-Making Framework Based on Literature Review with Human Activity Recognition Case Studies.
Sensors, 2021
Special issue on hybrid data and knowledge driven decision making under uncertainty (Hybrid DK for DM).
Inf. Sci., 2021
Emphasis on the flipping variable: Towards effective local search for hard random satisfiability.
Inf. Sci., 2021
A multi-clause dynamic deduction algorithm based on standard contradiction separation rule.
Inf. Sci., 2021
Int. J. Comput. Intell. Syst., 2021
Special issue on Knowledge Enhanced Data Analytics for Autonomous Decision Making (KEDA for DM).
Int. J. Approx. Reason., 2021
Int. J. Approx. Reason., 2021
An improved fuzzy rule-based system using evidential reasoning and subtractive clustering for environmental investment prediction.
Fuzzy Sets Syst., 2021
Online updating extended belief rule-based system for sensor-based activity recognition.
Expert Syst. Appl., 2021
Non-dominated sorting genetic-based algorithm for exploiting a large-sized fuzzy outranking relation.
Eur. J. Oper. Res., 2021
Improving stochastic local search for uniform k-SAT by generating appropriate initial assignment.
Comput. Intell., 2021
Dynamic Rule Activation Method Based on Activation Factor for Extended Belief Rule-based Systems.
Proceedings of the 16th International Conference on Intelligent Systems and Knowledge Engineering, 2021
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021
Improving Micro-Extended Belief Rule-Based System Using Activation Factor for Classification Problems.
Proceedings of the Belief Functions: Theory and Applications, 2021
2020
An approach to provide dynamic, illustrative, video-based guidance within a goal-driven smart home.
J. Ambient Intell. Humaniz. Comput., 2020
A heterogeneous QUALIFLEX method with criteria interaction for multi-criteria group decision making.
Inf. Sci., 2020
Pythagorean fuzzy linguistic Muirhead mean operators and their applications to multiattribute decision-making.
Int. J. Intell. Syst., 2020
Appl. Intell., 2020
Data-Driven Classifiers for Predicting Grass Growth in Northern Ireland: A Case Study.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020
2019
Symmetry, 2019
New activation weight calculation and parameter optimization for extended belief rule-based system based on sensitivity analysis.
Knowl. Inf. Syst., 2019
Dynamic intuitionistic fuzzy multiattribute decision making based on evidential reasoning and MDIFWG operator.
J. Intell. Fuzzy Syst., 2019
Sustainable supplier selection based on AHPSort II in interval type-2 fuzzy environment.
Inf. Sci., 2019
A Novel Method Based on Extended Uncertain 2-tuple Linguistic Muirhead Mean Operators to MAGDM under Uncertain 2-Tuple Linguistic Environment.
Int. J. Comput. Intell. Syst., 2019
Multiattribute Group Decision-Making Approach With Linguistic Pythagorean Fuzzy Information.
IEEE Access, 2019
An Analysis of the Impact of Uncertainty on the Internet of Things: A Smart Home Case Study.
Proceedings of the 2019 IEEE SmartWorld, 2019
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019
Proceedings of the 2019 International Conference on Artificial Intelligence and Advanced Manufacturing, 2019
2018
A joint optimization method on parameter and structure for belief-rule-based systems.
Knowl. Based Syst., 2018
Inf. Sci., 2018
Int. J. Comput. Intell. Syst., 2018
A Multiple Attribute Decision Making Approach Based on New Similarity Measures of Interval-valued Hesitant Fuzzy Sets.
Int. J. Comput. Intell. Syst., 2018
Non-Clausal Multi-ary α-Generalized Resolution Calculus for a Finite Lattice-Valued Logic.
Int. J. Comput. Intell. Syst., 2018
Extended belief-rule-based system with new activation rule determination and weight calculation for classification problems.
Appl. Soft Comput., 2018
2017
From Activity Recognition to Intention Recognition for Assisted Living Within Smart Homes.
IEEE Trans. Hum. Mach. Syst., 2017
Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology.
Microprocess. Microsystems, 2017
J. Ambient Intell. Humaniz. Comput., 2017
A Logical Deduction Based Clause Learning Algorithm for Boolean Satisfiability Problems.
Int. J. Comput. Intell. Syst., 2017
Multi-clause synergized contradiction separation based first-order theorem prover - MC-SCS.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017
Some synergized clause selection strategies for contradiction separation based automated deduction.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017
2016
Generic application driven situation awareness via ontological situation recognition.
Proceedings of the IEEE Conference on Cognitive and Computational Aspects of Situation Management, 2016
2015
IEEE Trans. Knowl. Data Eng., 2015
A novel rule base representation and its inference method using the evidential reasoning approach.
Knowl. Based Syst., 2015
Automatic Metadata Generation Through Analysis of Narration Within Instructional Videos.
J. Medical Syst., 2015
Application of a Spatial Intelligent Decision System on Self-Rated Health Status Estimation.
J. Medical Syst., 2015
Inf. Fusion, 2015
Int. J. Comput. Intell. Syst., 2015
GA-Based Feature Selection Method for Imbalanced Data with Application in Radio Signal Recognition.
Int. J. Comput. Intell. Syst., 2015
Goal lifecycles and ontological models for intention based assistive living within smart environments.
Comput. Syst. Sci. Eng., 2015
Proceedings of the Thirteenth Scandinavian Conference on Artificial Intelligence, 2015
A Mechanism for Nominating Video Clips to Provide Assistance for Instrumental Activities of Daily Living.
Proceedings of the Ambient Assisted Living. ICT-Based Solutions in Real Life Situations, 2015
Non-clausal Multi-ary alpha-Generalized Resolution Principle for a Lattice-Valued First-Order Logic.
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015
Proceedings of the 10th International Conference on Intelligent Systems and Knowledge Engineering, 2015
2014
A unified algorithm for finding $$k$$ k -IESFs in linguistic truth-valued lattice-valued propositional logic.
Soft Comput., 2014
An axiomatizable logical foundation for lattice-ordered qualitative linguistic approach for reasoning with words.
Inf. Sci., 2014
Inf. Sci., 2014
Int. J. Comput. Intell. Syst., 2014
Int. J. Comput. Intell. Syst., 2014
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014
Using the Spatial RIMER+ Approach to Estimate Negative Self-rated Health and Its Causes across Northern Ireland.
Proceedings of the Ubiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services, 2014
Human Action Recognition in Video via Fused Optical Flow and Moment Features - Towards a Hierarchical Approach to Complex Scenario Recognition.
Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014
Automatic Summarization of Activities Depicted in Instructional Videos by Use of Speech Analysis.
Proceedings of the Ambient Assisted Living and Daily Activities, 2014
Proceedings of the Ambient Assisted Living and Daily Activities, 2014
Sensor-based activity recognition using extended belief rule-based inference methodology.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
IEEE Trans. Fuzzy Syst., 2013
Knowl. Based Syst., 2013
Int. J. Comput. Intell. Syst., 2013
SAVASA Project @ TRECVid 2013: Semantic Indexing and Interactive Surveillance Event Detection.
Proceedings of the 2013 TREC Video Retrieval Evaluation, 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the IEEE International Conference on Systems, 2013
An information retrieval approach to identifying infrequent events in surveillance video.
Proceedings of the International Conference on Multimedia Retrieval, 2013
Proceedings of the International Conference on Multimedia Retrieval, 2013
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013
An evidential reasoning based approach for decision making with partially ordered preference under uncertainty.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013
Summary of the Ceremony for Da Ruan at Vito Conference Hall, Mol, Belgium, 6 Aug. 2011.
Proceedings of the A Tribute to Prof. Dr. Da Ruan, 2013
2012
General form of α-resolution principle for linguistic truth-valued lattice-valued logic.
Soft Comput., 2012
On compatibilities of α-lock resolution method in linguistic truth-valued lattice-valued logic.
Soft Comput., 2012
Knowl. Based Syst., 2012
A linguistic aggregation operator with three kinds of weights for nuclear safeguards evaluation.
Knowl. Based Syst., 2012
A Linguistic Truth-Value Temporal Reasoning (LTR) System and its Application to the Design of an Intelligent Environment.
Int. J. Comput. Intell. Syst., 2012
α-Generalized lock resolution method in linguistic truth-valued lattice-valued logic.
Int. J. Comput. Intell. Syst., 2012
Int. J. Artif. Intell. Tools, 2012
On <i>α</i>-satisfiability and its <i>α</i>-lock resolution in a finite lattice-valued propositional logic.
Log. J. IGPL, 2012
Uncertainty and incompleteness analysis using the rimer approach for urban regeneration processes: The case of the greater belfast region.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012
2011
J. Glob. Optim., 2011
Inf. Sci., 2011
Eng. Appl. Artif. Intell., 2011
Comput. Intell., 2011
Using Models to Assess Impact of Defective Software.
Proceedings of the IVM, FTMDD, RTSOABIS & MSVVEIS 2011, 2011
Proceedings of the Integrated Uncertainty in Knowledge Modelling and Decision Making, 2011
An intelligent decision support tool based on belief rule-based inference methodology.
Proceedings of the FUZZ-IEEE 2011, 2011
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011
2010
Some Views on Information Fusion and Logic Based Approaches in Decision Making under Uncertainty.
J. Univers. Comput. Sci., 2010
Information Fusion and Logic-based Reasoning Approaches for Decision Making under Uncertainty.
J. Univers. Comput. Sci., 2010
Inf. Sci., 2010
Using Collaborative Filtering for Dealing with Missing Values in Nuclear Safeguards Evaluation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010
Proceedings of the ICDMW 2010, 2010
Imputing Missing Values in Nuclear Safeguards Evaluation by a 2-Tuple Computational Model.
Proceedings of the Artificial Intelligence and Soft Computing, 2010
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
<i>alpha</i>-Satisfiability and <i>alpha</i>-Lock Resolution for a Lattice-Valued Logic LP(X).
Proceedings of the Hybrid Artificial Intelligence Systems, 5th International Conference, 2010
A heterogeneous evaluation model for assessing sustainable energy: A Belgian case study.
Proceedings of the FUZZ-IEEE 2010, 2010
2009
An Evaluation Model with Unbalanced Linguistic Information Applied to Olive Oil Sensory Evaluation.
J. Multiple Valued Log. Soft Comput., 2009
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009
Proceedings of the Research and Development in Intelligent Systems XXVI, 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
2008
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
J. Multiple Valued Log. Soft Comput., 2008
A Linguistic-Valued Weighted Aggregation Operator to Multiple Attribute Group Decision Making with Quantitative and Qualitative Information.
Int. J. Comput. Intell. Syst., 2008
Management of Uncertainty and Spatio-Temporal Aspects for Monitoring and Diagnosis in a Smart Home.
Int. J. Comput. Intell. Syst., 2008
Comput. Ind. Eng., 2008
Ann. Oper. Res., 2008
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008
2007
IEEE Trans. Syst. Man Cybern. Part A, 2007
Inf. Sci., 2007
Int. J. Intell. Syst., 2007
Inference and learning methodology of belief-rule-based expert system for pipeline leak detection.
Expert Syst. Appl., 2007
Proceedings of the 37th International Symposium on Multiple-Valued Logic, 2007
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007
Satisfiability in a Linguistic-Valued Logic and Its Quasi-horn Clause Inference Framework.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
2006
Belief Rule-Base Inference Methodology Using the Evidential Reasoning Approach - RIMER.
IEEE Trans. Syst. Man Cybern. Part A, 2006
A Fuzzy Model for Design Evaluation Based on Multiple Criteria Analysis in Engineering Systems.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2006
Int. J. Intell. Syst., 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
2005
Proceedings of the Intelligent Data Mining: Techniques and Applications, 2005
A multigranular hierarchical linguistic model for design evaluation based on safety and cost analysis.
Int. J. Intell. Syst., 2005
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
2004
Int. J. Gen. Syst., 2004
Proceedings of the IEEE International Conference on Systems, 2004
2003
Lattice-Valued Logic - An Alternative Approach to Treat Fuzziness and Incomparability
Studies in Fuzziness and Soft Computing 132, Springer, ISBN: 978-3-642-07279-6, 2003
IEEE Trans. Fuzzy Syst., 2003
Proceedings of the IEEE International Conference on Systems, 2003
2002
Int. J. Intell. Syst., 2002
2001
Inf. Sci., 2001
Proceedings of the 31st IEEE International Symposium on Multiple-Valued Logic, 2001
2000
Inf. Sci., 2000
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999