Jun Liu

Affiliations:
  • 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 181 papers between 1999 and 2024.

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Bibliography

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

2023
Cluster-based data relabelling for classification.
Inf. Sci., November, 2023

A behavioural hierarchical analysis framework in a smart home: Integrating HMM and probabilistic model checking.
Inf. Fusion, July, 2023

Fully reusing clause deduction algorithm based on standard contradiction separation rule.
Inf. Sci., April, 2023

Fuzzy Multicontext Systems.
IEEE Trans. Fuzzy Syst., March, 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

An efficient contradiction separation based automated deduction algorithm for enhancing reasoning capability.
Knowl. Based Syst., 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

Improving probability selection based weights for satisfiability problems.
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

IoT based monitoring of air quality and traffic using regression analysis.
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

α-Paramodulation method for a lattice-valued logic L<sub>nF(X)</sub> with equality.
Soft Comput., 2021

A Risk-Based IoT Decision-Making Framework Based on Literature Review with Human Activity Recognition Case Studies.
Sensors, 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

An Outranking Approach for Gene Prioritization Using Multinetworks.
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

A logical reasoning based decision making method for handling qualitative knowledge.
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

Generation of linguistic descriptions for daily noise pollution in urban areas.
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
Within-class multimodal classification.
Multim. Tools Appl., 2020

Improving WalkSAT for Random 3-SAT Problems.
J. Univers. Comput. Sci., 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

Improving probability selecting based weights for Satisfiability Problem.
CoRR, 2020

Focused random walk with probability distribution for SAT with long clauses.
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
CSE_E 1.0: An Integrated Automated Theorem Prover for First-Order Logic.
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

A Novel Gaussian Mixture Model for Classification.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Learned Clause Deletion Strategy Based on Distance Ratio.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

The Application of Artificial Intelligence in Financial Compliance Management.
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

Contradiction separation based dynamic multi-clause synergized automated deduction.
Inf. Sci., 2018

Case-Based Decision Support System for Breast Cancer Management.
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

Special issue on "Recent Advancements in Ubiquitous Computing".
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
New trends of information fusion in decision making.
Inf. Fusion, 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
A New Dynamic Rule Activation Method for Extended Belief Rule-Based Systems.
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

A group decision making model for partially ordered preference under uncertainty.
Inf. Fusion, 2015

α-Minimal Resolution Principle For A Lattice-Valued Logic.
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

Goal-driven, assistive agents for instructing and guiding user activities.
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

Alpha-Lock Paramodulation for Lattice-Valued Propositional Logic.
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

A linguistic multi-criteria decision making approach based on logical reasoning.
Inf. Sci., 2014

<i>α</i>-Quasi-Lock Semantic Resolution Method Based on Lattice-Valued Logic.
Int. J. Comput. Intell. Syst., 2014

The fuzzy mapping aggregation operator based on rimer and its application.
Int. J. Comput. Intell. Syst., 2014

Uncertainty Reasoning Based Formal Framework for Big Video Data Understanding.
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

Recognition by Enhanced Bag of Words Model via Topographic ICA.
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

A Framework for Situation Awareness Based upon Dynamic Situation Modeling.
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
Multiary α-Resolution Principle for a Lattice-Valued Logic.
IEEE Trans. Fuzzy Syst., 2013

A novel belief rule base representation, generation and its inference methodology.
Knowl. Based Syst., 2013

Ordering based decision making - A survey.
Inf. Fusion, 2013

Using Pattern Position Distribution for Software Failure Detection.
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

A Hierarchical Human Activity Recognition Framework Based on Automated Reasoning.
Proceedings of the IEEE International Conference on Systems, 2013

A Novel Spatial Belief Rule-Based Intelligent Decision Support System.
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


A Mobile App for Adaptive Test in Intelligent Tutoring System Based on Competences.
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013

Complex event recognition with uncertainty reasoning.
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

Dynamic rule activation for Extended Belief Rule Bases.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Memories in University of Ulster.
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

Modelling experts' attitudes in group decision making.
Soft Comput., 2012

On compatibilities of α-lock resolution method in linguistic truth-valued lattice-valued logic.
Soft Comput., 2012

Lattice-valued matrix game with mixed strategies for intelligent decision support.
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

A System to Reason about uncertain and Dynamic Environments.
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
Optimization algorithm for learning consistent belief rule-base from examples.
J. Glob. Optim., 2011

Determination of α-resolution in lattice-valued first-order logic LF(X).
Inf. Sci., 2011

alpha-resolution method for a lattice-valued first-order logic.
Eng. Appl. Artif. Intell., 2011

An Extended Hierarchical Linguistic Model for Decision-Making Problems.
Comput. Intell., 2011

Using Models to Assess Impact of Defective Software.
Proceedings of the IVM, FTMDD, RTSOABIS & MSVVEIS 2011, 2011

Theories and Approaches to Treat Incomparability.
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

Parameterized Uncertain Reasoning Approach Based on a Lattice-Valued Logic.
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

Mass function derivation and combination in multivariate data spaces.
Inf. Sci., 2010

Using Collaborative Filtering for Dealing with Missing Values in Nuclear Safeguards Evaluation.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2010

Computing with Words in Risk Assessment.
Int. J. Comput. Intell. Syst., 2010

Measuring Similarity for Multidimensional Sequences.
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

On Compactness and Consistency in Finite Lattice-Valued Propositional Logic.
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

The Cubic Regression Model for Merging Results from Multiple Text Databases.
Proceedings of the Fifth International Conference on Semantics, Knowledge and Grid, 2009

A Linguistic Truth-Valued Temporal Reasoning Formalism and Its Implementation.
Proceedings of the Research and Development in Intelligent Systems XXVI, 2009

Optimizing the Method for Building an Extended Linguistic Hierarchy.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

A Multi-granular Linguistic Promethee Model.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

2008
A Linguistic Decision Based Model Applied to Olive Oil Sensory Evaluation.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008

A Linguistic Lattice-Valued Approach for Fuzzy Multi-Objective Decision Making.
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

Situation Assessment in Disaster Management.
Int. J. Comput. Intell. Syst., 2008

An integrated AHP-DEA methodology for bridge risk assessment.
Comput. Ind. Eng., 2008

Self-tuning of fuzzy belief rule bases for engineering system safety analysis.
Ann. Oper. Res., 2008

Performance appraisal with heterogenous information.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Extended linguistic hierarchies.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

Extended belief rule base inference methodology.
Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

2007
Optimization Models for Training Belief-Rule-Based Systems.
IEEE Trans. Syst. Man Cybern. Part A, 2007

Dealing with heterogeneous information in engineering evaluation processes.
Inf. Sci., 2007

Handling linguistic web information based on a multi-agent system.
Int. J. Intell. Syst., 2007

Inference and learning methodology of belief-rule-based expert system for pipeline leak detection.
Expert Syst. Appl., 2007

Automated Reasoning Algorithm for Linguistic Valued Lukasiewicz Propositional Logic.
Proceedings of the 37th International Symposium on Multiple-Valued Logic, 2007

Weak Completeness of Resolution in a Linguistic Truth-Valued Propositional Logic.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

A Fuzzy Model for Olive Oil Sensory Evaluation.
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

Syntactic Information Retrieval.
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

On the consistency of rule bases based on lattice-valued first-order logic LF(X).
Int. J. Intell. Syst., 2006

Using Ambient Intelligence for Disaster Management.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2005
Self-Tuning Fuzzy Rule Bases with Belief Structure.
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

A lattice-valued linguistic-based decision making method.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

Cost Estimations for Large Scale Engineering Projects under Uncertainties.
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
Fuzzy Rule-Based Evidential Reasoning Approach for Safety Analysis.
Int. J. Gen. Syst., 2004

An optimal learning method for constructing belief rule bases.
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

A resolution-like strategy based on a lattice-valued logic.
IEEE Trans. Fuzzy Syst., 2003

Rule acquisition and adjustment based on set-valued mapping.
Inf. Sci., 2003

The Evidential Reasoning approach for Inference in rule-based systems.
Proceedings of the IEEE International Conference on Systems, 2003

2002
Fuzzy reasoning based on generalized fuzzy If-Then rules.
Int. J. Intell. Syst., 2002

2001
alpha-Resolution principle based on first-order lattice-valued logic LF(X).
Inf. Sci., 2001

A Method of Uncertainty Reasoning by Using Information.
Proceedings of the 31st IEEE International Symposium on Multiple-Valued Logic, 2001

2000
alpha-Resolution principle based on lattice-valued propositional logic LP(X).
Inf. Sci., 2000

A resolution procedure based on a fuzzy logic.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000

1999
<i>L</i>-Valued Propositional Logic <i>L</i><sub>vpl</sub>.
Inf. Sci., 1999


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