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2020 – today
- 2024
[c49]Rathika Suresh Kumar, Kelvin Zhenghao Li, Si Yin Charlene Chia, Li Rong Wang, Vivien Cherng Hui Yip, Wei Kiong Ngo, Yih Yng Ng, Xiuyi Fan:
On Identifying Effective Investigations with Feature Finding Using Explainable AI: An Ophthalmology Case Study. AIME (2) 2024: 324-334- [c48]Xin Yun Choy, Li Rong Wang, Thomas C. Henderson, Kelvin Li, Yih Yng Ng, Xiuyi Fan:
Dynamic Modeling of Patient Vital Signs: Leveraging Markov Chain Principles with Neural Networks for Irregular Time-Series Prediction. IJCNN 2024: 1-8 - [i13]Jamie Andrew Duell, Hsuan Fu, Monika Seisenberger, Xiuyi Fan:
QUCE: The Minimisation and Quantification of Path-Based Uncertainty for Generative Counterfactual Explanations. CoRR abs/2402.17516 (2024) - [i12]Shengxin Hong, Xiuyi Fan:
On Modeling Multi-Criteria Decision Making with Uncertain Information using Probabilistic Rules. CoRR abs/2404.13419 (2024) - [i11]Shengxin Hong, Chang Cai, Sixuan Du, Haiyue Feng, Siyuan Liu, Xiuyi Fan:
"My Grade is Wrong!": A Contestable AI Framework for Interactive Feedback in Evaluating Student Essays. CoRR abs/2409.07453 (2024) - 2023
- [c47]Bryan Lim Cheng Yee, Chenyu Hou, Gaoxia Zhu
, Fun Siong Lim, Shengfei Lyu, Xiuyi Fan:
A Software Platform for Evaluating Student Essays in Interdisciplinary Learning with Topic Classification Techniques. AIED (Posters/Late Breaking Results/...) 2023: 645-651 - [c46]Jamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger:
Batch Integrated Gradients: Explanations for Temporal Electronic Health Records. AIME 2023: 120-124 - [c45]Xiuyi Fan:
Probabilistic Deduction as a Probabilistic Extension of Assumption-based Argumentation. AAMAS 2023: 2352-2354 - [c44]Jamie Andrew Duell, Monika Seisenberger, Xiuyi Fan:
Counterfactual-Integrated Gradients: Counterfactual Feature Attribution for Medical Records. BIBM 2023: 2975-2982 - [c43]Thomas C. Henderson, David Sacharny, Amar Mitiche, Xiuyi Fan, Amelia C. Lessen, Ishaan Rajan, Tessa Nishida:
Chop-SAT: A New Approach to Solving SAT and Probabilistic SAT for Agent Knowledge Bases. ICAART (3) 2023: 48-54 - [c42]Jamie Andrew Duell, Monika Seisenberger, Tianlong Zhong, Hsuan Fu, Xiuyi Fan:
A Formal Introduction to Batch-Integrated Gradients for Temporal Explanations. ICTAI 2023: 452-459 - [i10]Li Rong Wang, Hsuan Fu, Xiuyi Fan:
Stock Price Predictability and the Business Cycle via Machine Learning. CoRR abs/2304.09937 (2023) - [i9]Gaoxia Zhu, Xiuyi Fan, Chenyu Hou, Tianlong Zhong, Peter Seow, Shen-Hsing Annabel Chen, Preman Rajalingam, Low Kin Yew, Tan Lay Poh:
Embrace Opportunities and Face Challenges: Using ChatGPT in Undergraduate Students' Collaborative Interdisciplinary Learning. CoRR abs/2305.18616 (2023) - 2022
- [c41]Xiuyi Fan:
Rule-PSAT: Relaxing Rule Constraints in Probabilistic Assumption-Based Argumentation. COMMA 2022: 152-163 - [c40]Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Xiuyi Fan, Berndt Müller, Hsuan Fu:
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. INISTA 2022: 1-8 - [c39]Jamie Andrew Duell, Xiuyi Fan, Monika Seisenberger:
Towards Polynomial Adaptive Local Explanations for Healthcare Classifiers. ISMIS 2022: 411-420 - [c38]Monika Seisenberger, Maurice H. ter Beek, Xiuyi Fan, Alessio Ferrari, Anne E. Haxthausen, Phillip James, Andrew Lawrence, Bas Luttik, Jaco van de Pol, Simon Wimmer:
Safe and Secure Future AI-Driven Railway Technologies: Challenges for Formal Methods in Railway. ISoLA (4) 2022: 246-268 - [i8]Xiuyi Fan, Francesca Toni:
Explainable Decision Making with Lean and Argumentative Explanations. CoRR abs/2201.06692 (2022) - [i7]Veera Raghava Reddy Kovvuri, Siyuan Liu, Monika Seisenberger, Berndt Müller, Xiuyi Fan:
On Understanding the Influence of Controllable Factors with a Feature Attribution Algorithm: a Medical Case Study. CoRR abs/2203.12701 (2022) - [i6]Xiuyi Fan:
Probabilistic Deduction: an Approach to Probabilistic Structured Argumentation. CoRR abs/2209.00210 (2022) - 2021
- [c37]Jamie Andrew Duell, Xiuyi Fan, Bruce Burnett, Gert Aarts, Shang-Ming Zhou:
A Comparison of Explanations Given by Explainable Artificial Intelligence Methods on Analysing Electronic Health Records. BHI 2021: 1-4 - [c36]Xiuyi Fan, Siyuan Liu:
Explainable AI for Classification Using Probabilistic Logic Inference. CICAI (2) 2021: 16-26 - [c35]Marcin Kapcia, Hassan Eshkiki, Jamie Andrew Duell, Xiuyi Fan, Shang-Ming Zhou, Benjamin Mora:
ExMed: An AI Tool for Experimenting Explainable AI Techniques on Medical Data Analytics. ICTAI 2021: 841-845 - [c34]James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach:
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study. PRICAI (1) 2021: 323-335 - [i5]Orcun Yalcin, Xiuyi Fan, Siyuan Liu:
Evaluating the Correctness of Explainable AI Algorithms for Classification. CoRR abs/2105.09740 (2021) - [i4]Siyuan Liu, Mehmet Orcun Yalcin, Hsuan Fu, Xiuyi Fan:
An Investigation of the Impact of COVID-19 Non-Pharmaceutical Interventions and Economic Support Policies on Foreign Exchange Markets with Explainable AI Techniques. CoRR abs/2111.14620 (2021) - [i3]Jamie Andrew Duell, Monika Seisenberger, Gert Aarts, Shang-Ming Zhou, Xiuyi Fan:
Towards a Shapley Value Graph Framework for Medical peer-influence. CoRR abs/2112.14624 (2021) - 2020
- [j5]Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Michael Cline, David Sacharny, Xiuyi Fan, Amar Mitiche:
Probabilistic sentence satisfiability: An approach to PSAT. Artif. Intell. 278 (2020) - [i2]Xiuyi Fan, Siyuan Liu, Thomas C. Henderson:
Explainable AI for Classification using Probabilistic Logic Inference. CoRR abs/2005.02074 (2020) - [i1]Xiuyi Fan, Siyuan Liu, Jiarong Chen, Thomas C. Henderson:
An Investigation of COVID-19 Spreading Factors with Explainable AI Techniques. CoRR abs/2005.06612 (2020)
2010 – 2019
- 2019
- [j4]Qiaoting Zhong, Xiuyi Fan, Xudong Luo, Francesca Toni:
An explainable multi-attribute decision model based on argumentation. Expert Syst. Appl. 117: 42-61 (2019) - 2018
- [c33]Zhiwei Zeng, Xiuyi Fan, Chunyan Miao, Cyril Leung, Jing Jih Chin, Yew-Soon Ong:
Context-based and Explainable Decision Making with Argumentation. AAMAS 2018: 1114-1122 - [c32]Thomas C. Henderson, Robert Simmons, Bernard Serbinowski, Xiuyi Fan, Amar Mitiche, Michael Cline:
Probabilistic Logic for Intelligent Systems. IAS 2018: 129-141 - [c31]Xiuyi Fan:
On Generating Explainable Plans with Assumption-Based Argumentation. PRIMA 2018: 344-361 - [c30]Xiuyi Fan:
A Temporal Planning Example with Assumption-Based Argumentation. PRIMA 2018: 362-370 - 2017
- [j3]Kristijonas Cyras, Xiuyi Fan, Claudia Schulz, Francesca Toni:
Assumption-based Argumentation: Disputes, Explanations, Preferences. FLAP 4(8) (2017) - [c29]Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Chunyan Miao, Cyril Leung:
Two Forms of Explanations in Computational Assumption-based Argumentation. AAMAS 2017: 1532-1534 - [c28]Xiuyi Fan, Huiguo Zhang, Cyril Leung, Zhiqi Shen:
Robust unobtrusive fall detection using infrared array sensors. MFI 2017: 194-199 - [c27]David Sacharny, Thomas C. Henderson, Robert Simmons, Amar Mitiche, T. Welker, Xiuyi Fan:
BRECCIA: A novel multi-source fusion framework for dynamic geospatial data analysis. MFI 2017: 390-396 - [c26]Thomas C. Henderson, Robert Simmons, David Sacharny, Amar Mitiche, Xiuyi Fan:
A probabilistic logic for multi-source heterogeneous information fusion. MFI 2017: 530-535 - [c25]Yang Qiu, Kun Man Li, Eng Chuan Neoh, Huiguo Zhang, Xin Yue Khaw, Xiuyi Fan, Chunyan Miao:
Fun-Knee™: A novel smart knee sleeve for Total-Knee-Replacement rehabilitation with gamification. SeGAH 2017: 1-8 - 2016
- [c24]Xiuyi Fan, Francesca Toni:
On the Interplay between Games, Argumentation and Dialogues. AAMAS 2016: 260-268 - [c23]Siyuan Liu, Xiuyi Fan, Chunyan Miao:
Identifying and Rewarding Subcrowds in Crowdsourcing. ECAI 2016: 1573-1574 - [c22]Xiuyi Fan, Siyuan Liu, Huiguo Zhang, Cyril Leung, Chunyan Miao:
Explained Activity Recognition with Computational Assumption-Based Argumentation. ECAI 2016: 1590-1591 - [c21]Xiuyi Fan, Huiguo Zhang, Cyril Leung, Chunyan Miao:
Comparative study of machine learning algorithms for activity recognition with data sequence in home-like environment. MFI 2016: 168-173 - [c20]Xiuyi Fan, Huiguo Zhang, Cyril Leung, Chunyan Miao:
A first step towards explained activity recognition with computational abstract argumentation. MFI 2016: 186-191 - 2015
- [c19]Xiuyi Fan, Francesca Toni:
On Computing Explanations in Argumentation. AAAI 2015: 1496-1502 - [c18]Lucas Carstens, Xiuyi Fan, Yang Gao, Francesca Toni:
An Overview of Argumentation Frameworks for Decision Support. GKR 2015: 32-49 - [c17]Xiuyi Fan, Francesca Toni:
Mechanism Design for Argumentation-Based Information-Seeking and Inquiry. PRIMA 2015: 519-527 - [c16]Xiuyi Fan, Francesca Toni:
On Explanations for Non-Acceptable Arguments. TAFA 2015: 112-127 - 2014
- [j2]Xiuyi Fan, Francesca Toni:
A general framework for sound assumption-based argumentation dialogues. Artif. Intell. 216: 20-54 (2014) - [c15]Xiuyi Fan, Francesca Toni, Andrei Mocanu, Matthew Williams:
Dialogical two-agent decision making with assumption-based argumentation. AAMAS 2014: 533-540 - [c14]Xiuyi Fan, Francesca Toni:
On Computing Explanations in Abstract Argumentation. ECAI 2014: 1005-1006 - [c13]Qiaoting Zhong, Xiuyi Fan, Francesca Toni, Xudong Luo:
Explaining Best Decisions via Argumentation. ECSI 2014: 224-237 - 2013
- [c12]Xiuyi Fan, Robert Craven, Ramsay Singer, Francesca Toni, Matthew Williams:
Assumption-Based Argumentation for Decision-Making with Preferences: A Medical Case Study. CLIMA 2013: 374-390 - [c11]Xiuyi Fan, Francesca Toni:
Decision Making with Assumption-Based Argumentation. TAFA 2013: 127-142 - 2012
- [b1]Xiuyi Fan:
Assumption-based argumentation dialogues. Imperial College London, UK, 2012 - [c10]Xiuyi Fan, Francesca Toni:
Argumentation Dialogues for Two-Agent Conflict Resolution. COMMA 2012: 249-260 - [c9]Xiuyi Fan, Francesca Toni:
Mechanism Design for Argumentation-based Persuasion. COMMA 2012: 322-333 - [c8]Xiuyi Fan, Francesca Toni:
Agent Strategies for ABA-based Information-seeking and Inquiry Dialogues. ECAI 2012: 324-329 - 2011
- [c7]Xiuyi Fan, Francesca Toni:
Conflict resolution with argumentation dialogues. AAMAS 2011: 1095-1096 - [c6]Xiuyi Fan:
Agent dialogues and argumentation. AAMAS 2011: 1341-1342 - [c5]Xiuyi Fan, Francesca Toni:
Assumption-Based Argumentation Dialogues. IJCAI 2011: 198-203 - [c4]Xiuyi Fan, Francesca Toni:
A First Step towards Argumentation Dialogues for Discovery. TAFA 2011: 263-279 - 2010
- [c3]Xiuyi Fan, Francesca Toni, Adil Hussain:
Two-Agent Conflict Resolution with Assumption-Based Argumentation. COMMA 2010: 231-242 - [c2]Xiuyi Fan, Surya P. N. Singh, Florian Oppolzer, Eric Nettleton, Ross Hennessy, Alexander Lowe, Hugh F. Durrant-Whyte:
Integrated planning and control of large tracked vehicles in open terrain. ICRA 2010: 4424-4430
2000 – 2009
- 2008
- [j1]Xiuyi Fan, Thomas C. Henderson:
Robotshare: a Google for Robots. Int. J. Humanoid Robotics 5(2): 311-329 (2008) - 2007
- [c1]Xiuyi Fan, Thanh N. Truong:
Towards a Transparent Grid Access an Introduction to Grid Resource Utilization Package in Computational Science and Engineering Online. GCA 2007: 166-170
Coauthor Index
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last updated on 2024-10-14 23:32 CEST by the dblp team
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