Siyuan Liu

Orcid: 0000-0002-5367-4709

Affiliations:
  • Nanyang Technological University, Singapore


According to our database1, Siyuan Liu authored at least 38 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays.
CoRR, 2024

Exploring Epistemic and Distributional Uncertainties in Algorithmic Trading Agents.
Proceedings of the IEEE International Conference on Agents, 2024

Leveraging Large Language Models for Automated Chinese Essay Scoring.
Proceedings of the Artificial Intelligence in Education - 25th International Conference, 2024

2022
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study.
CoRR, 2022

On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2022

2021
Ping Pong: An Exergame for Cognitive Inhibition Training.
Int. J. Hum. Comput. Interact., 2021

An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques.
CoRR, 2021

Evaluating the Correctness of Explainable AI Algorithms for Classification.
CoRR, 2021

An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study.
Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Exploring the use of Virtual Reality for Evaluating Activities of Daily Living: A Usability Study.
Proceedings of the ICCSE '21: 5th International Conference on Crowd Science and Engineering, Jinan, China, October 16, 2021

Explainable AI for Classification Using Probabilistic Logic Inference.
Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

2020
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques.
CoRR, 2020

Explainable AI for Classification using Probabilistic Logic Inference.
CoRR, 2020

2019
Recommend interesting items: How can social curiosity help?
Web Intell., 2019

2018
A Two-Stage Incremental Update Method for Fall Detection with Wearable Device.
Proceedings of the 2018 IEEE SmartWorld, 2018

Personalized Recommendation Considering Secondary Implicit Feedback.
Proceedings of the IEEE International Conference on Agents, 2018

Pumpkin Garden: A Mobile Game Platform for Monitoring Parkinson's Disease Symptoms.
Proceedings of the Human Aspects of IT for the Aged Population. Applications in Health, Assistance, and Entertainment, 2018

2017
Using blockchain to build trusted LoRaWAN sharing server.
Int. J. Crowd Sci., 2017

Modeling uncertainty driven curiosity for social recommendation.
Proceedings of the International Conference on Web Intelligence, 2017

Novel Functional Technologies for Age-Friendly E-commerce.
Proceedings of the Human Aspects of IT for the Aged Population. Applications, Services and Contexts, 2017

Two Forms of Explanations in Computational Assumption-based Argumentation.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
A Social Curiosity Inspired Recommendation Model to Improve Precision, Coverage and Diversity.
Proceedings of the 2016 IEEE/WIC/ACM International Conference on Web Intelligence, 2016

Identifying and Rewarding Subcrowds in Crowdsourcing.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Explained Activity Recognition with Computational Assumption-Based Argumentation.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

A Kinect-based Interactive Game to Improve the Cognitive Inhibition of the Elderly: (Demonstration).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

Productive Aging through Intelligent Personalized Crowdsourcing.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
An Incentive Mechanism to Elicit Truthful Opinions for Crowdsourced Multiple Choice Consensus Tasks.
Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

A Reputation Revision Mechanism to Mitigate the Negative Effects of Misreported Ratings.
Proceedings of the 17th International Conference on Electronic Commerce 2015, 2015

2014
An Integrated Clustering-Based Approach to Filtering Unfair Multi-Nominal Testimonies.
Comput. Intell., 2014

A fuzzy logic based Parkinson's Disease risk predictor.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

An agent-based game for the predictive diagnosis of parkinson's disease.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

RepRev: Mitigating the Negative Effects of Misreported Ratings.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Securing Online Reputation Systems Through Trust Modeling and Temporal Analysis.
IEEE Trans. Inf. Forensics Secur., 2013

A fuzzy logic based reputation model against unfair ratings.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
A Dempster-Shafer theory based witness trustworthiness model.
Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

A Dempster-Shafer theory based witness trustworthiness model to cope with unfair ratings in e-marketplace.
Proceedings of the Fourteenth International Conference on Electronic Commerce, 2012

2011
iCLUB: an integrated clustering-based approach to improve the robustness of reputation systems.
Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

2010
A clustering approach to filtering unfair testimonies for reputation systems.
Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2010), 2010


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