Weiru Liu

Orcid: 0000-0001-8356-1361

Affiliations:
  • University of Bristol, UK
  • Queen's University Belfast, UK (former)


According to our database1, Weiru Liu authored at least 195 papers between 1990 and 2025.

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Bibliography

2025
Doing cybersecurity at home: A human-centred approach for mitigating attacks in AI-enabled home devices.
Comput. Secur., 2025

2024
In pursuit of thermal comfort: An exploration of smart heating in everyday life.
Int. J. Hum. Comput. Stud., 2024

TSFeatLIME: An Online User Study in Enhancing Explainability in Univariate Time Series Forecasting.
CoRR, 2024

A User Study on Contrastive Explanations for Multi-Effector Temporal Planning with Non-Stationary Costs.
CoRR, 2024

Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation.
CoRR, 2024

Explaining Reinforcement Learning: A Counterfactual Shapley Values Approach.
CoRR, 2024

A qualitative field study on explainable AI for lay users subjected to AI cyberattacks.
CoRR, 2024

AdaHAT: Adaptive Hard Attention to the Task in Task-Incremental Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Reinforcement Learning for Source Location Estimation: A Multi-Step Approach.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

Transparency of Task Dependencies of Reinforcement Learning in Unmanned Systems.
Proceedings of the IEEE International Conference on Industrial Technology, 2024

Multi-Granular Evaluation of Diverse Counterfactual Explanations.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ProxiMix: Enhancing Fairness with Proximity Samples in Subgroups.
Proceedings of the 2nd Workshop on Fairness and Bias in AI co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

2023
TIMS: A Tactile Internet-Based Micromanipulation System with Haptic Guidance for Surgical Training.
CoRR, 2023

Contrastive Visual Explanations for Reinforcement Learning via Counterfactual Rewards.
Proceedings of the Explainable Artificial Intelligence, 2023

An Interactive XAI Interface with Application in Healthcare for Non-experts.
Proceedings of the Explainable Artificial Intelligence, 2023

What Will Make Misinformation Spread: An XAI Perspective.
Proceedings of the Explainable Artificial Intelligence, 2023

TCFP: A Novel Privacy-Aware Edge Vehicular Trajectory Compression Scheme Using Fuzzy Markovian Prediction.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

TIMS: A Tactile Internet-Based Micromanipulation System with Haptic Guidance for Surgical Training.
IROS, 2023

Modifications of the Miller Definition of Contrastive (Counterfactual) Explanations.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2023

A Comparative Analysis of Information Cascade Prediction Using Dynamic Heterogeneous and Homogeneous Graphs.
Proceedings of the Complex Networks & Their Applications XII, 2023

2022
Privacy-Aware Fuzzy Range Query Processing Over Distributed Edge Devices.
IEEE Trans. Fuzzy Syst., 2022

Ego-graph Replay based Continual Learning for Misinformation Engagement Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2022

Evaluating contrastive explanations for AI planning with non-experts: a smart home battery scenario.
Proceedings of the 27th International Conference on Automation and Computing, 2022

Explainable AI for Non-Experts: Energy Tariff Forecasting.
Proceedings of the 27th International Conference on Automation and Computing, 2022

Graph Neural Networks for Interpretable Tactile Sensing.
Proceedings of the 27th International Conference on Automation and Computing, 2022

Developing and Experimenting on Approaches to Explainability in AI Systems.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

A Smart Home Testbed for Evaluating XAI with Non-experts.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021
Privacy-Aware Fuzzy Skyline Parking Recommendation Using Edge Traffic Facilities.
IEEE Trans. Veh. Technol., 2021

A decision support framework for security resource allocation under ambiguity.
Int. J. Intell. Syst., 2021

FuzzySkyline: QoS-Aware Fuzzy Skyline Parking Recommendation Using Edge Traffic Facilities.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Social Influence Prediction with Train and Test Time Augmentation for Graph Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
Social Network Influence Ranking via Embedding Network Interactions for User Recommendation.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Optimizing Queries over Video via Lightweight Keypoint-based Object Detection.
Proceedings of the 2020 on International Conference on Multimedia Retrieval, 2020

2019
A Dempster-Shafer theory and uninorm-based framework of reasoning and multiattribute decision-making for surveillance system.
Int. J. Intell. Syst., 2019

A Trust Network Model Based on Hesitant Fuzzy Linguistic Term Sets.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Assessing Semantic Similarity Between Concepts Using Wikipedia Based on Nonlinear Fitting.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Intention Interleaving Via Classical Replanning.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

An Efficient Semantic Segmentation Method using Pyramid ShuffleNet V2 with Vortex Pooling.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018
Acceptable costs of minimax regret equilibrium: A Solution to security games with surveillance-driven probabilistic information.
Expert Syst. Appl., 2018

A Formal Approach to Embedding First-Principles Planning in BDI Agent Systems.
Proceedings of the Scalable Uncertainty Management - 12th International Conference, 2018

A Framework for Plan Library Evolution in BDI Agent Systems.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

Community-Based Measures for Social Capital.
Proceedings of the Complex Networks and Their Applications VII, 2018

Expected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Context-dependent combination of sensor information in Dempster-Shafer theory for BDI.
Knowl. Inf. Syst., 2017

Managing Different Sources of Uncertainty in a BDI Framework in a Principled Way with Tractable Fragments.
J. Artif. Intell. Res., 2017

A novel ensemble learning approach to unsupervised record linkage.
Inf. Syst., 2017

Privacy preserving record linkage in the presence of missing values.
Inf. Syst., 2017

Introduction to the special issue on theories of inconsistency measures and their applications.
Int. J. Approx. Reason., 2017

Resource-Based Dynamic Rewards for Factored MDPs.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Modelling and Reasoning with Uncertain Event-observations for Event Inference.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Vertex Deduplication Based on String Similarity and Community Membership.
Proceedings of the Complex Networks & Their Applications VI, 2017

The Event Calculus in Probabilistic Logic Programming with Annotated Disjunctions.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
An evidential fusion approach for gender profiling.
Inf. Sci., 2016

The basic principles of uncertain information fusion. An organised review of merging rules in different representation frameworks.
Inf. Fusion, 2016

Evidential event inference in transport video surveillance.
Comput. Vis. Image Underst., 2016

Natural Laws as a Baseline for Network Anomaly Detection.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

A Two-Stage Online Approach for Collaborative Multi-agent Planning Under Uncertainty.
Proceedings of the Scalable Uncertainty Management - 10th International Conference, 2016

A Collaborative Multiagent Framework Based on Online Risk-Aware Planning and Decision-Making.
Proceedings of the 28th IEEE International Conference on Tools with Artificial Intelligence, 2016

Accelerating large scale centroid-based clustering with locality sensitive hashing.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Risk-aware Planning in BDI Agents.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

Anytime Algorithms for Solving Possibilistic MDPs and Hybrid MDPs.
Proceedings of the Foundations of Information and Knowledge Systems, 2016

2015
A survey of location inference techniques on Twitter.
J. Inf. Sci., 2015

A belief revision framework for revising epistemic states with partial epistemic states.
Int. J. Approx. Reason., 2015

Generating Realistic Labelled, Weighted Random Graphs.
Algorithms, 2015

Contextual merging of uncertain information for better informed plan selection in BDI systems.
Proceedings of the 2015 World Congress on Industrial Control Systems Security, 2015

Vertex Clustering of Augmented Graph Streams.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Fusion of Static and Temporal Information for Threat Evaluation in Sensor Networks.
Proceedings of the Knowledge Science, Engineering and Management, 2015

Rational Partial Choice Functions and Their Application to Belief Revision.
Proceedings of the Knowledge Science, Engineering and Management, 2015

Game-Theoretic Resource Allocation with Real-Time Probabilistic Surveillance Information.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2015

CSFinder: A cold-start friend finder in large-scale social networks.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Finding the most descriptive substructures in graphs with discrete and numeric labels.
J. Intell. Inf. Syst., 2014

Computational approaches to finding and measuring inconsistency in arbitrary knowledge bases.
Int. J. Approx. Reason., 2014

Current research trends on fuzzy set tools for artificial intelligence (from ECSQARU 2011).
Fuzzy Sets Syst., 2014

History-guided conversational recommendation.
Proceedings of the 23rd International World Wide Web Conference, 2014

CAN(PLAN)+: Extending the Operational Semantics of the BDI Architecture to deal with Uncertain Information.
Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

An Extended Event Reasoning Framework for Decision Support under Uncertainty.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Plan Selection for Probabilistic BDI Agents.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

A Syntactic Approach to Revising Epistemic States with Uncertain Inputs.
Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

Evidence Reasoning for Event Inference in Smart Transport Video Surveillance.
Proceedings of the International Conference on Distributed Smart Cameras, 2014

An Intelligent Threat Prevention Framework with Heterogeneous Information.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

Video Event Recognition by Dempster-Shafer Theory.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

A game-theoretic approach for threats detection and intervention in surveillance.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

2013
Measuring the significance of inconsistency in the Viewpoints framework.
Sci. Comput. Program., 2013

Integrating textual analysis and evidential reasoning for decision making in Engineering design.
Knowl. Based Syst., 2013

From inconsistency handling to non-canonical requirements management: A logical perspective.
Int. J. Approx. Reason., 2013

Special Issue on the Eleventh European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2011).
Int. J. Approx. Reason., 2013

On the Merit of Selecting Different Belief Merging Operators.
Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

An Improvement of Subject Reacquisition by Reasoning and Revision.
Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Incorporating PGMs into a BDI Architecture.
Proceedings of the PRIMA 2013: Principles and Practice of Multi-Agent Systems, 2013

Agwan: A Generative Model for Labelled, Weighted Graphs.
Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Dalal's Revision without Hamming Distance.
Proceedings of the Advances in Artificial Intelligence and Its Applications, 2013

Toward a General Framework for Information Fusion.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2013

An Ambiguity Aversion Framework of Security Games under Ambiguities.
Proceedings of the IJCAI 2013, 2013

An Architecture of a Multi-Agent System for SCADA - Dealing With Uncertainty, Plans and Actions.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

2012
Measuring the blame of each formula for inconsistent prioritized knowledge bases.
J. Log. Comput., 2012

Preface.
Int. J. Softw. Informatics, 2012

A Blame-Based Approach to Generating Proposals for Handling Inconsistency in Software Requirements.
Int. J. Knowl. Syst. Sci., 2012

Imprecise probabilistic query answering using measures of ignorance and degree of satisfaction.
Ann. Math. Artif. Intell., 2012

Evidential Fusion for Gender Profiling.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

A Characteristic Function Approach to Inconsistency Measures for Knowledge Bases.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Revision over Partial Pre-orders: A Postulational Study.
Proceedings of the Scalable Uncertainty Management - 6th International Conference, 2012

Tools for Finding Inconsistencies in Real-world Logic-based Systems.
Proceedings of the STAIRS 2012, 2012

Revising Partial Pre-Orders with Partial Pre-Orders: A Unit-Based Revision Framework.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Thirteenth International Conference, 2012

Application of Evidence Theory and Discounting Techniques to Aerospace Design.
Proceedings of the Advances in Computational Intelligence, 2012

Information fusion and discounting techniques for decision support in Aerospace.
Proceedings of the IEEE 10th International Conference on Industrial Informatics, 2012

An Evidential Improvement for Gender Profiling.
Proceedings of the Belief Functions: Theory and Applications, 2012

2011
A general framework for measuring inconsistency through minimal inconsistent sets.
Knowl. Inf. Syst., 2011

Managing Software Requirements Changes Based on Negotiation-Style Revision.
J. Comput. Sci. Technol., 2011

Measuring Inconsistency in a Network Intrusion Detection Rule Set Based on Snort.
Int. J. Semantic Comput., 2011

Modeling and reasoning with qualitative comparative clinical knowledge.
Int. J. Intell. Syst., 2011

A Syntax-based approach to measuring the degree of inconsistency for belief bases.
Int. J. Approx. Reason., 2011

A framework for managing uncertain inputs: An axiomization of rewarding.
Int. J. Approx. Reason., 2011

Bridging Jeffrey's Rule, AGM Revision and Dempster Conditioning in the Theory of Evidence.
Int. J. Artif. Intell. Tools, 2011

Belief change with noisy sensing in the situation calculus.
Proceedings of the UAI 2011, 2011

Handling Sequential Observations in Intelligent Surveillance.
Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

An Approach to Generating Proposals for Handling Inconsistent Software Requirements.
Proceedings of the Knowledge Science, Engineering and Management, 2011

Using probabilistic logic for dialogue strategy selection.
Proceedings of the Paralinguistic Information and its Integration in Spoken Dialogue Systems, 2011

Adaptive Dialogue Strategy Selection through Imprecise Probabilistic Query Answering.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

Measuring Inconsistency in Network Intrusion Rules.
Proceedings of the 2011 Database and Expert Systems Applications, 2011

Detecting anomalies in graphs with numeric labels.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
An XML Based Framework for Merging Incomplete and Inconsistent Statistical Information from Clinical Trials.
Proceedings of the Soft Computing in XML Data Management, 2010

A survey of formalisms for representing and reasoning with scientific knowledge.
Knowl. Eng. Rev., 2010

Measuring conflict and agreement between two prioritized knowledge bases in possibilistic logic.
Fuzzy Sets Syst., 2010

A ligand predication tool based on modeling and reasoning with imprecise probabilistic knowledge.
Comput. Methods Programs Biomed., 2010

Merging Knowledge Bases in Possibilistic Logic by Lexicographic Aggregation.
Proceedings of the UAI 2010, 2010

A Structure-Based Similarity Spreading Approach for Ontology Matching.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

Event Modelling and Reasoning with Uncertain Information for Distributed Sensor Networks.
Proceedings of the Scalable Uncertainty Management - 4th International Conference, 2010

A Concept Hierarchy Based Ontology Mapping Approach.
Proceedings of the Knowledge Science, 2010

A Comparison of Merging Operators in Possibilistic Logic.
Proceedings of the Knowledge Science, 2010

Revision Rules in the Theory of Evidence.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Intelligent Sensor Information System For Public Transport - To Safely Go...
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Inducing Probability Distributions from Knowledge Bases with (In)dependence Relations.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Handling Inconsistency In Distributed Software Requirements Specifications Based On Prioritized Merging.
Fundam. Informaticae, 2009

A Syntax-based Framework for Merging Imprecise Probabilistic Logic Programs.
Proceedings of the IJCAI 2009, 2009

Modeling Belief Change on Epistemic States.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

The Non-archimedean Polynomials and Merging of Stratified Knowledge Bases.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Knowledge Base Stratification and Merging Based on Degree of Support.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2009

Event Composition with Imperfect Information for Bus Surveillance.
Proceedings of the Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2009

2008
A Context-Dependent Algorithm for Merging Uncertain Information in Possibility Theory.
IEEE Trans. Syst. Man Cybern. Part A, 2008

Measuring the Ignorance and Degree of Satisfaction for Answering Queries in Imprecise Probabilistic Logic Programs.
Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Belief Revision through Forgetting Conditionals in Conditional Probabilistic Logic Programs.
Proceedings of the ECAI 2008, 2008

A General Model for Epistemic State Revision using Plausibility Measures.
Proceedings of the ECAI 2008, 2008

Revising Imprecise Probabilistic Beliefs in the Framework of Probabilistic Logic Programming.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Combining multiple prioritized knowledge bases by negotiation.
Fuzzy Sets Syst., 2007

Combining Uncertain Outputs from Multiple Ontology Matchers.
Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

Incomplete Statistical Information Fusion and Its Application to Clinical Trials Data.
Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

Approaches to Inconsistency Handling in Description-Logic Based Ontologies.
Proceedings of the On the Move to Meaningful Internet Systems 2007: OTM 2007 Workshops, 2007

A Merging-Based Approach to Handling Inconsistency in Locally Prioritized Software Requirements.
Proceedings of the Knowledge Science, 2007

Approaches to Constructing a Stratified Merged Knowledge Base.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

Conflict Analysis and Merging Operators Selection in Possibility Theory.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2007

2006
Merging uncertain information with semantic heterogeneity in XML.
Knowl. Inf. Syst., 2006

Fusion rules for merging uncertain information.
Inf. Fusion, 2006

Adaptive Merging of Prioritized Knowledge Bases.
Fundam. Informaticae, 2006

A split-combination approach to merging knowledge bases in possibilistic logic.
Ann. Math. Artif. Intell., 2006

A revision-based approach to handling inconsistency in description logics.
Artif. Intell. Rev., 2006

Analyzing the degree of conflict among belief functions.
Artif. Intell., 2006

Quota-Based Merging Operators for Stratified Knowledge Bases.
Proceedings of the Knowledge Science, 2006

Measuring Conflict Between Possibilistic Uncertain Information Through Belief Function Theory.
Proceedings of the Knowledge Science, 2006

LCS: A Linguistic Combination System for Ontology Matching.
Proceedings of the Knowledge Science, 2006

Knowledge Base Revision in Description Logics.
Proceedings of the Logics in Artificial Intelligence, 10th European Conference, 2006

Merging Stratified Knowledge Bases under Constraints.
Proceedings of the Proceedings, 2006

2005
Rough operations on Boolean algebras.
Inf. Sci., 2005

A Revision-Based Approach to Resolving Conflicting Information.
Proceedings of the UAI '05, 2005

Measuring conflict and agreement between two prioritized belief bases.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Combining Multiple Knowledge Bases by Negotiation: A Possibilistic Approach.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Multiple Semi-revision in Possibilistic Logic.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Measuring Inconsistency in Requirements Specifications.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Measuring the Quality of Uncertain Information Using Possibilistic Logic.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2005

Answering Queries Using Views in the Presence of Functional Dependencies.
Proceedings of the Database: Enterprise, 2005

2004
Query cost estimation through remote system contention states analysis over the Internet.
Web Intell. Agent Syst., 2004

Combining individually inconsistent prioritized knowledge bases.
Proceedings of the 10th International Workshop on Non-Monotonic Reasoning (NMR 2004), 2004

A Split-Combination Method for Merging Inconsistent Possibilistic Knowledge Bases.
Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Ninth International Conference (KR2004), 2004

Analyzing the Effect of Network States in Query Cost Estimation over the Internet.
Proceedings of the 8th International Database Engineering and Applications Symposium (IDEAS 2004), 2004

2003
Soft computing: special issue on the management of uncertainty in computing applications.
Soft Comput., 2003

Determining Remote System Contention States in Query Processing over the Internet .
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Computational-Workload Based Binarization and Partition of Qualitative Markov Trees for Belief Combination.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002
Learning Bayesian networks from data: An information-theory based approach.
Artif. Intell., 2002

2001
Reasoning about Knowledge Using Rough Sets.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

Propositional, Probabilistic and Evidential Reasoning: Integrating Numerical and Symbolic Approaches
Studies in Fuzziness and Soft Computing 77, Springer, ISBN: 3-7908-1414-8, 2001

2000
Reinvestigating Dempster's Idea on Evidence Combination.
Knowl. Inf. Syst., 2000

1999
Using Parallel Techniques to Improve the Computational Efficiency of Evidential Combination.
Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

1998
The Method of Assigning Incidences.
Appl. Intell., 1998

1997
Learning Belief Networks from Data: An Information Theory Based Approach.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

An Algorithm for Bayesian Network Construction from Data.
Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics, 1997

1996
Constructing probabilistic ATMSs using extended incidence calculus.
Int. J. Approx. Reason., 1996

The Incidence Propagation Method.
Proceedings of the 26th IEEE International Symposium on Multiple-Valued Logic, 1996

A Practical Approach to Knowledge Representation and Reasoning in Relational Databases.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

1995
Assignment methods for incidence calculus.
Int. J. Approx. Reason., 1995

1994
A comprehensive comparison between generalized incidence calculus and the Dempster-Shafer theory of evidence.
Int. J. Hum. Comput. Stud., 1994

1993
An Extended Framework for Evidential Reasoning Systems.
Int. J. Pattern Recognit. Artif. Intell., 1993

On the Relations between Incidence Calculus and ATMS.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1993

Recovering Incedence Functions.
Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1993

1992
Representing Heuristic Knowledge in D-S Theory.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992

1990
An extended framework for evidential reasoning systems.
Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence, 1990


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