Quan Bai

Orcid: 0000-0003-1214-6317

Affiliations:
  • University of Tasmania, School of Information and Communication Technology, Hobart, Australia
  • Auckland University of Technology, School of Engineering, Computer and Mathematical Sciences, Auckland, New Zealand (2011 - 2019)
  • Commonwealth Scientific and Industrial Research Organisation (CSIRO), CT Centre, Hobart, Australia (2009 - 2011)
  • University of Wollongong, School of Information Technology and Computer Science, Wollongong, Australia (PhD 2007)


According to our database1, Quan Bai authored at least 147 papers between 2003 and 2024.

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Bibliography

2024
Swinv2-Imagen: hierarchical vision transformer diffusion models for text-to-image generation.
Neural Comput. Appl., October, 2024

A Lightweight, Effective, and Efficient Model for Label Aggregation in Crowdsourcing.
ACM Trans. Knowl. Discov. Data, May, 2024

A novel adaptive ensemble learning framework for automated <i>Beggiatoa Spp.</i> coverage estimation.
Expert Syst. Appl., March, 2024

Parallel scale de-blur net for sharpening video images for remote clinical assessment of hand movements.
Expert Syst. Appl., January, 2024

Maximizing Social Influence With Minimum Information Alteration.
IEEE Trans. Emerg. Top. Comput., 2024

Balancing Information Perception with Yin-Yang: Agent-Based Information Neutrality Model for Recommendation Systems.
CoRR, 2024

Detecting misinformation through Framing Theory: the Frame Element-based Model.
CoRR, 2024

Aspect-Adaptive Knowledge-based Opinion Summarization.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2024

Intent-Spectrum BotTracker: Tackling LLM-Based Social Media Bots Through an Enhanced BotRGCN Model with Intention and Entropy Measurement.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2024

An LLM-enhanced Agent-based Simulation Tool for Information Propagation.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Fair Influence Maximization in Social Networks: A Group-Fairness-aware Multi-Objective Grey Wolf Optimizer.
Proceedings of the IEEE International Conference on Agents, 2024

FramedTruth: A Frame-Based Model Utilising Large Language Models for Misinformation Detection.
Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

2023
Multimodal learning of clinically accessible tests to aid diagnosis of neurodegenerative disorders: a scoping review.
Health Inf. Sci. Syst., December, 2023

DOR: a novel dual-observation-based approach for recommendation systems.
Appl. Intell., December, 2023

Soft prompt enhanced joint learning for cross-domain aspect-based sentiment analysis.
Intell. Syst. Appl., November, 2023

Syntax-enhanced aspect-based sentiment analysis with multi-layer attention.
Neurocomputing, November, 2023

Identifying influential users in unknown social networks for adaptive incentive allocation under budget restriction.
Inf. Sci., May, 2023

Real-time automated detection of older adults' hand gestures in home and clinical settings.
Neural Comput. Appl., April, 2023

ABEM: An adaptive agent-based evolutionary approach for influence maximization in dynamic social networks.
Appl. Soft Comput., March, 2023

Game theory based compatible incentive mechanism design for non-cryptocurrency blockchain systems.
J. Ind. Inf. Integr., February, 2023

GAC: A deep reinforcement learning model toward user incentivization in unknown social networks.
Knowl. Based Syst., 2023

BHEISR: Nudging from Bias to Balance - Promoting Belief Harmony by Eliminating Ideological Segregation in Knowledge-based Recommendations.
CoRR, 2023

AaKOS: Aspect-adaptive Knowledge-based Opinion Summarization.
CoRR, 2023

Soft Prompt Guided Joint Learning for Cross-Domain Sentiment Analysis.
CoRR, 2023

Rapid-Motion-Track: Markerless Tracking of Fast Human Motion with Deeper Learning.
CoRR, 2023

DOR: A Novel Dual-Observation-Based Approach for News Recommendation Systems.
CoRR, 2023

Entity-Relation Distribution-Aware Negative Sampling for Knowledge Graph Embedding.
Proceedings of the Semantic Web - ISWC 2023, 2023

BeECD: Belief-Aware Echo Chamber Detection over Twitter Stream.
Proceedings of the PRICAI 2023: Trends in Artificial Intelligence, 2023

An Assessment of the Influence of Interaction and Recommendation Approaches on the Formation of Information Filter Bubbles.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2023

Exploring the Potential of Image Overlay in Self-supervised Learning: A Study on SimSiam Networks and Strategies for Preventing Model Collapse.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2023

Hybrid CNN-Interpreter: Interprete Local and Global Contexts for CNN-Based Models.
Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022
BeeAE: effective aspect term extraction with artificial bee colony.
J. Supercomput., 2022

Applications of artificial intelligence to aid early detection of dementia: A scoping review on current capabilities and future directions.
J. Biomed. Informatics, 2022

Smart-contract enabled decentralized knowledge fusion for blockchain-based conversation system.
Expert Syst. Appl., 2022

Graph-based joint pandemic concern and relation extraction on Twitter.
Expert Syst. Appl., 2022

A Light-weight, Effective and Efficient Model for Label Aggregation in Crowdsourcing.
CoRR, 2022

Hybrid CNN -Interpreter: Interpret local and global contexts for CNN-based Models.
CoRR, 2022

A Comprehensive Review on Deep Supervision: Theories and Applications.
CoRR, 2022

Moving towards intelligent telemedicine: Computer vision measurement of human movement.
Comput. Biol. Medicine, 2022

Entity Similarity-Based Negative Sampling for Knowledge Graph Embedding.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

Obj-SA-GAN: Object-Driven Text-to-Image Synthesis with Self-Attention Based Full Semantic Information Mining.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

A Novel Story Plots Extraction Based Rapid Reading Comprehension System to Assist the Education for Low-income Families.
Proceedings of the 32nd International Telecommunication Networks and Applications Conference, 2022

AI Facilitated Isolations? The Impact of Recommendation-based Influence Diffusion in Human Society.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Eye Movement and Visual Target Synchronization Level Detection Using Deep Learning.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

Focus-Based Text Summarisation with Hybrid Embeddings.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

A Self-learning Approach for Beggiatoa Coverage Estimation in Aquaculture.
Proceedings of the AI 2021: Advances in Artificial Intelligence, 2022

2021
An Operator-Based Approach for Modeling Influence Diffusion in Complex Social Networks.
J. Soc. Comput., 2021

Social influence minimization based on context-aware multiple influences diffusion model.
Knowl. Based Syst., 2021

Distributed consensus-based routing protocol with multiple mobile sinks support for wireless sensor network.
IET Wirel. Sens. Syst., 2021

Hand tremor detection in videos with cluttered background using neural network based approaches.
Health Inf. Sci. Syst., 2021

Parallel Multi-Scale Networks with Deep Supervision for Hand Keypoint Detection.
CoRR, 2021

Hand gesture detection in tests performed by older adults.
CoRR, 2021

Applications of Artificial Intelligence to aid detection of dementia: a narrative review on current capabilities and future directions.
CoRR, 2021

ABEM: An Adaptive Agent-based Evolutionary Approach for Mining Influencers in Online Social Networks.
CoRR, 2021

Privacy Information Classification: A Hybrid Approach.
CoRR, 2021

OMT: An Operate-Based Approach for Modelling Multi-topic Influence Diffusion in Online Social Networks.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Graph-based Self-Adaptive Conversational Agent.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

Learning Policies for Effective Incentive Allocation in Unknown Social Networks.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Automated Concern Exploration in Pandemic Situations - COVID-19 as a Use Case.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2020

An Evoked Potential-Guided Deep Learning Brain Representation for Visual Classification.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Hierarchical and Non-Hierarchical Multi-Agent Interactions Based on Unity Reinforcement Learning.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Attentional Matrix Factorization with Document-context awareness and Implicit API Relationship for Service Recommendation.
Proceedings of the Australasian Computer Science Week, 2020

A Blockchain-based trust model for crowd environments.
Proceedings of the Australasian Computer Science Week, 2020

2019
Automated Class Correction and Enrichment in the Semantic Web.
J. Web Semant., 2019

Automated Influence Maintenance in Social Networks: An Agent-based Approach.
IEEE Trans. Knowl. Data Eng., 2019

SIMiner: A Stigmergy-Based Model for Mining Influential Nodes in Dynamic Social Networks.
IEEE Trans. Big Data, 2019

An Innovative Approach for Ad Hoc Network Establishment in Disaster Environments by the Deployment of Wireless Mobile Agents.
ACM Trans. Auton. Adapt. Syst., 2019

A probabilistic model for truth discovery with object correlations.
Knowl. Based Syst., 2019

Two Mathematical Programming-Based Approaches for Wireless Mobile Robot Deployment in Disaster Environments.
Comput. J., 2019

A Multi-agent System for Modelling Preference-Based Complex Influence Diffusion in Social Networks.
Comput. J., 2019

Adaptive Trust-Based Routing Protocol for Large Scale WSNs.
IEEE Access, 2019

Adaptive Incentive Allocation for Influence-Aware Proactive Recommendation.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Incentivizing Long-Term Engagement Under Limited Budget.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Empirical Evaluation of Deep Learning-Based Travel Time Prediction.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2019

Context-Aware Influence Diffusion in Online Social Networks.
Proceedings of the Knowledge Management and Acquisition for Intelligent Systems, 2019

Modeling Random Guessing and Task Difficulty for Truth Inference in Crowdsourcing.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Dynamic Source Weight Computation for Truth Inference over Data Streams.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
A Dynamic Bayesian Network approach for agent group trust evaluation.
Comput. Hum. Behav., 2018

On the Discovery of Continuous Truth: A Semi-supervised Approach with Partial Ground Truths.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

An Entropy-Based Class Assignment Detection Approach for RDF Data.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Modelling Multiple Influences Diffusion in On-line Social Networks.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Specifying and reasoning about contextual preferences in the goal-oriented requirements modelling.
Proceedings of the Australasian Computer Science Week Multiconference, 2018

2017
A Concurrent Multiple Negotiation Protocol Based on Colored Petri Nets.
IEEE Trans. Cybern., 2017

Mining semantic association rules from RDF data.
Knowl. Based Syst., 2017

Enhance Trust Management in Composite Services with Indirect Ratings.
Comput. J., 2017

NTaaS: Network trustworthiness as a service.
Proceedings of the 27th International Telecommunication Networks and Applications Conference, 2017

Detecting abnormal attention in online social networks from local views.
Proceedings of the IEEE International Conference on Agents, 2017

Persuasive public-friendly route recommendation with flexible rewards.
Proceedings of the IEEE International Conference on Agents, 2017

Agent-based Influence Maintenance in Social Networks.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

From Secrete Admirer to Cyberstalker: A Measure of Online Interpersonal Surveillance.
Proceedings of the 2017 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2017, Sydney, Australia, July 31, 2017

2016
Trustworthy Stigmergic Service Compositionand Adaptation in Decentralized Environments.
IEEE Trans. Serv. Comput., 2016

Coordination for dynamic weighted task allocation in disaster environments with time, space and communication constraints.
J. Parallel Distributed Comput., 2016

A fuzzy logic-based sustainable and trusted routing for P2P enabled smart grid.
Int. J. Comput. Sci. Eng., 2016

Semantic Similarity of Workflow Traces with Various Granularities.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Capability-Aware Trust Evaluation Model in Multi-agent Systems.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Towards Exposing Cyberstalkers in Online Social Networks.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Stigmergy-Based Influence Maximization in Social Networks.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

SWARM: An Approach for Mining Semantic Association Rules from Semantic Web Data.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Agent-Based Influence Propagation in Social Networks.
Proceedings of the IEEE International Conference on Agents, 2016

An Adaptive Agent-Based Partner Selection for Routing Packet in Distributed Wireless Sensor Network.
Proceedings of the IEEE International Conference on Agents, 2016

Comprehensive Influence Propagation Modelling for Hybrid Social Network.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

Mining Context Specific Inter-personalised Trust for Recommendation Generation in Preference Networks.
Proceedings of the AI 2016: Advances in Artificial Intelligence, 2016

Trust Management for Composite Services in Distributed Multi-agent Systems with Indirect Ratings: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015
Decentralised Task Allocation Under Space, Time and Communication Constraints in Disaster Domains.
Proceedings of the Smart Modeling and Simulation for Complex Systems - Practice and Theory, 2015

Trust of the Same: Rethinking Trust and Reputation Management from a Structural Homophily Perspective.
Int. J. Inf. Secur. Priv., 2015

Avoiding the Opportunist: The Role of Simmelian Ties in Fostering the Trust in Sensor-Cloud Networks.
Int. J. Distributed Sens. Networks, 2015

Dynamic Task Allocation for Heterogeneous Agents in Disaster Environments Under Time, Space and Communication Constraints.
Comput. J., 2015

A Wireless Mobile Robots Deployment Approach for Maximising the Coverage of Important Locations in Disaster Rescues.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Simmelian Ties and Structural Holes: Exploring Their Topological Roles in Forming Trust for Securing Wireless Sensor Networks.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

The double-edged sword: Revealing the critical role of structural hole in forming trust for securing Wireless sensor networks.
Proceedings of the International Telecommunication Networks and Applications Conference, 2015

OTAP arbitration effects in randomly deployed WSN's.
Proceedings of the International Telecommunication Networks and Applications Conference, 2015

Exploring the Role of Structural Similarity in Securing Smart Metering Infrastructure.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

Revealing the Role of Topological Transitivity in Efficient Trust and Reputation System in Smart Metering Network.
Proceedings of the IEEE International Conference on Data Science and Data Intensive Systems, 2015

Whom You Know Matters: Relook Vehicle-to-Vehicle Communications from a Topological Perspective.
Proceedings of the Computational Social Networks - 4th International Conference, 2015

2014
A Dynamic, Optimal Approach for Multi-Issue Negotiation Under Time Constraints.
Proceedings of the Novel Insights in Agent-based Complex Automated Negotiation, 2014

Trust-based Adaptive Routing for Smart Grid Systems.
J. Inf. Process., 2014

Community Discovery for Knowledge Collaborations in Collective intelligence Systems.
J. Inf. Process., 2014

Task-Based Wireless Mobile Agents Search and Deployment for Ad Hoc Network Establishment in Disaster Environments.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Accountable Individual Trust from Group Reputations in Multi-agent Systems.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

2013
Discover and visualize association rules from sensor observations on the web.
J. Supercomput., 2013

A robust trust model for service-oriented systems.
J. Comput. Syst. Sci., 2013

TIGER: A Trust-based Intelligent Geographical Energy-aware Routing for Smart Grid Communication Networks.
Proceedings of the 12th IEEE International Conference on Trust, 2013

Provenance-Based Trust Estimation for Service Composition.
Proceedings of the AI 2013: Advances in Artificial Intelligence, 2013

Correlated Contribution Analysis for Service Composition in Dynamic Environments.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
Trust-based geographical routing For smart grid communication networks.
Proceedings of the IEEE Third International Conference on Smart Grid Communications, 2012

Stigmergic Modeling for Web Service Composition and Adaptation.
Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Self-Adjustable Trust-Based Energy Efficient Routing for Smart Grid Systems.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012

Effective methods for generating collision free paths for multiple robots based on collision type (demonstration).
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011
A Composite Self-organisation Mechanism in an Agent Network.
Proceedings of the Web Information System Engineering - WISE 2011, 2011

GTrust: An Innovated Trust Model for Group Services Selection in Web-Based Service-Oriented Environments.
Proceedings of the Web Information System Engineering - WISE 2011, 2011

Case-Based Trust Evaluation from Provenance Information.
Proceedings of the IEEE 10th International Conference on Trust, 2011

2010
Using colored petri nets to predict future states in agent-based scheduling and planning systems.
Multiagent Grid Syst., 2010

A Novel Task Allocation Protocol in Agent Organizations and Its Application to Health Care Problems.
Int. J. Comput. Their Appl., 2010

Self-organisation in an Agent Network via Multiagent Q-Learning.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2010

Association Rule Based Situation Awareness in Web-Based Environmental Monitoring Systems.
Proceedings of the U- and E-Service, Science and Technology, 2010

2009
Flexible Negotiation Modeling by Using Colored Petri Nets.
J. Inf. Technol. Res., 2009

A Hybrid Multi-Agent Framework for Load Management in Power Grid Systems.
Proceedings of the Advances in Practical Multi-Agent Systems, 2009

A Multi-Agent View of the Sensor Web.
Proceedings of the Advances in Practical Multi-Agent Systems, 2009

An Efficient Task Allocation Protocol for P2P Multi-agent Systems.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009

Discovery of Core-Nodes in Event-Based Social Networks.
Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2008
A flexible and reasonable mechanism for self-interested agent team forming.
Multiagent Grid Syst., 2008

Ontology-Based Knowledge Representation for a P2P Multi-agent Distributed Intrusion Detection System.
Proceedings of the IFIP International Conference on Network and Parallel Computing, 2008

P2P Distributed Intrusion Detections by Using Mobile Agents.
Proceedings of the 7th IEEE/ACIS International Conference on Computer and Information Science, 2008

2007
A Fuzzy-Based Approach for Partner Selection in Multi-Agent Systems.
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007

2005
Dynamic Team Forming in Self-interested Multi-agent Systems.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2003
A Computational Strategy for Information Integration in Meta-Search Agent Systems.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'03, June 23, 2003


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