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Journal Articles

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2024
[j6]
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Van-Truong Hoang, Khanh-Tung Tran, Xuan-Son Vu, Duy-Khuong Nguyen, Monowar Bhuyan, Hoang D. Nguyen:
Wave2Graph: Integrating spectral features and correlations for graph-based learning in sound waves. AI Open 5: 115-125 (2024)
[j5]
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Khanh-Tung Tran, Xuan-Son Vu, Khuong Nguyen, Hoang D. Nguyen:
NeuProNet: neural profiling networks for sound classification. Neural Comput. Appl. 36(11): 5873-5887 (2024)
2023
[j4]
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Hoang D. Nguyen, Young-Joo Lee, James M. LaFave, Myoungsu Shin:
Seismic fragility analysis of steel moment frames using machine learning models. Eng. Appl. Artif. Intell. 126: 106976 (2023)
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Khuong Le Nguyen, Hoa Thi Trinh, Thanh T. Nguyen, Hoang D. Nguyen:
Comparative study on the performance of different machine learning techniques to predict the shear strength of RC deep beams: Model selection and industry implications. Expert Syst. Appl. 230: 120649 (2023)
2018
[j2]
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Stefan Morana, Jan vom Brocke, Alexander Maedche, Stefan Seidel, Marc T. P. Adam, Udo Bub, Peter Fettke, Michael Gau, Alexander Herwix, Matthew T. Mullarkey, Hoang D. Nguyen, Jonas Sjöström, Peyman Toreini, Lauri Wessel, Robert Winter:
Tool Support for Design Science Research - Towards a Software Ecosystem: A Report from a DESRIST 2017 Workshop. Commun. Assoc. Inf. Syst. 43: 17 (2018)
2016
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Hoang D. Nguyen, Danny Chiang Choon Poo:
Analysis and design of mobile health interventions towards informed shared decision making: an activity theory-driven perspective. J. Decis. Syst. 25(Supplement): 397-409 (2016)

Conference and Workshop Papers

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2024
[c27]
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Dung Dao, Jun Yi Claire Teo, Wenru Wang, Hoang D. Nguyen:
LLM-Powered Multimodal AI Conversations for Diabetes Prevention. AIQAM@ICMR 2024: 1-6
[c26]
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Lai Hoang Le, Hoang D. Nguyen, Martin Crane, Tai Tan Mai:
Multimedia learning analytics feedback in simulation-based training: A brief review. AIQAM@ICMR 2024: 25-30
[c25]
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Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen:
UCCIX: Irish-eXcellence Large Language Model. ECAI 2024: 4503-4506
[c24]
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Anna Kramar, Kinza Salim, Hoang D. Nguyen:
Express Yourself Simply: Mobile AI for Bridging Communication Gaps. MobileHCI (Companion) 2024: 36:1-36:6
[c23]
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Thuy-Trinh Nguyen, Shan L. Pan, Hoang D. Nguyen:
Towards Trustworthy AI Systems: A Human-AI Interaction Study. PACIS 2024
2023
[c22]
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  - conf/interspeech/TranHNNV23
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Khanh-Tung Tran, Truong Hoang, Duy Khuong Nguyen, Hoang D. Nguyen, Xuan-Son Vu:
Personalization for Robust Voice Pathology Detection in Sound Waves. INTERSPEECH 2023: 1708-1712
[c21]
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  - conf/kes/NguyenPLVDN23
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Thuy-Trinh Nguyen, Viet Hoang-Quoc Pham, Duc-Trong Le, Xuan-Son Vu, Fani Deligianni, Hoang D. Nguyen:
Multimodal Machine Learning for Mental Disorder Detection: A Scoping Review. KES 2023: 1458-1467
[c20]
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Hoang Van Truong, Nghia NVN, Alex To, Duc-Trong Le, Hoang D. Nguyen:
Reliable Sound Re-labeling Approach for Bird Sound Classification. KES 2023: 3718-3726
2022
[c19]
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  - conf/embc/HoangPNN22
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Truong Van Hoang, Lam Pham, Dat Ngo, Hoang D. Nguyen:
A Cough-based deep learning framework for detecting COVID-19. EMBC 2022: 3422-3425
2021
[c18]
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Hoang D. Nguyen, Xuan-Son Vu, Duc-Trong Le:
Modular Graph Transformer Networks for Multi-Label Image Classification. AAAI 2021: 9092-9100
[c17]
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Thuy-Trinh Nguyen, Joseph C. M. Chai, Øystein Eiring, Wenru Wang, Ronald R. O'Donnell, Hoang D. Nguyen:
Gamified Mobile Health Interventions for Mental Well-Being of Older Adults. HCI (14) 2021: 393-406
[c16]
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Alex To, Maican Liu, Muhammad Hazeeq Bin Muhammad Hairul, Joseph G. Davis, Jeannie Su Ann Lee, Henrik Hesse, Hoang D. Nguyen:
Drone-Based AI and 3D Reconstruction for Digital Twin Augmentation. HCI (13) 2021: 511-529
[c15]
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Thuy-Trinh Nguyen, Kellie Sim, Anthony To Yiu Kuen, Ronald R. O'Donnell, Suan Tee Lim, Wenru Wang, Hoang D. Nguyen:
Designing AI-based Conversational Agent for Diabetes Care in a Multilingual Context. PACIS 2021: 96
2020
[c14]
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  - conf/hci/HoangLNLN20
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Minh-Duc Hoang, Linh Le, Anh-Tuan Nguyen, Trang Le, Hoang D. Nguyen:
Federated Artificial Intelligence for Unified Credit Assessment. HCI (15) 2020: 44-56
[c13]
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Ethan Lim Ding Feng, Zhi-Wei Neo, Aaron William De Silva, Kellie Sim, Hong-Ray Tan, Thi-Thanh Nguyen, Karen Wei Ling Koh, Wenru Wang, Hoang D. Nguyen:
Social Behaviour Understanding Using Deep Neural Networks: Development of Social Intelligence Systems. HCI (14) 2020: 600-613
[c12]
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Xuan-Son Vu, Duc-Trong Le, Christoffer Edlund, Lili Jiang, Hoang D. Nguyen:
Privacy-Preserving Visual Content Tagging using Graph Transformer Networks. ACM Multimedia 2020: 2299-2307
[c11]
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Rora P. Sari, Shan Ling Pan, Yunfei Shi, Hoang D. Nguyen:
Digital Climate Formation Amid the Rise of Artificial Intelligence Technology. PACIS 2020: 113
2019
[c10]
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Hoang D. Nguyen, Øystein Eiring:
Reaching Optimal Health: The Voice of Clinicians from a Roleplay Simulation. CHI Extended Abstracts 2019
[c9]
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Yi Han Lim, Halimin Hashim, Nigel Poo, Danny Chiang Choon Poo, Hoang D. Nguyen:
Blockchain Technologies in E-commerce: Social Shopping and Loyalty Program Applications. HCI (14) 2019: 403-416
2018
[c8]
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Hoang D. Nguyen, Øystein Eiring, Danny Chiang Choon Poo:
Designing "Living" Evidence Networks for Health Optimisation: Knowledge Extraction of Patient-Relevant Outcomes in Mental Disorders. DESRIST 2018: 101-115
[c7]
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Hoang D. Nguyen, Ying Jiang, Øystein Eiring, Danny Chiang Choon Poo, Wenru Wang:
Gamification Design Framework for Mobile Health: Designing a Home-Based Self-management Programme for Patients with Chronic Heart Failure. HCI (14) 2018: 81-98
[c6]
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Hoang D. Nguyen, Øystein Eiring, Danny C. C. Poo:
In-Situ Simulation in Design Science Research: Evaluation of Complex Design Artifacts. ICIS 2018
2017
[c5]
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Hoang D. Nguyen, Danny Chiang Choon Poo, Hui Zhang, Wenru Wang:
Analysis and Design of an mHealth Intervention for Community-Based Health Education: An Empirical Evidence of Coronary Heart Disease Prevention Program Among Working Adults. DESRIST 2017: 57-72
[c4]
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Hoang D. Nguyen, Danny Chiang Choon Poo:
Unified Structured Framework for mHealth Analytics: Building an Open and Collaborative Community. HCI (13) 2017: 440-450
2016
[c3]
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Hoang D. Nguyen, Danny Chiang Choon Poo:
Automated Mobile Health: Designing a Social Reasoning Platform for Remote Health Management. HCI (12) 2016: 34-46
2015
[c2]
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Hoang D. Nguyen, Xinyi Jiang, Danny Chiang Choon Poo:
Designing a Social Mobile Platform for Diabetes Self-management: A Theory-Driven Perspective. HCI (14) 2015: 67-77
2014
[c1]
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Hoang D. Nguyen, Sangaralingam Kajanan, Danny Chiang Choon Poo:
Market Intelligence in Hypercompetitive Mobile Platform Ecosystems: A Pricing Strategy. HCI (18) 2014: 350-359

Informal and Other Publications

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2024
[i7]
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  - journals/corr/abs-2405-13010
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Khanh-Tung Tran, Barry O'Sullivan, Hoang D. Nguyen:
UCCIX: Irish-eXcellence Large Language Model. CoRR abs/2405.13010 (2024)
2021
[i6]
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  - journals/corr/abs-2105-09484
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Minh-Duc Hoang, Linh Le, Anh-Tuan Nguyen, Trang Le, Hoang D. Nguyen:
Federated Artificial Intelligence for Unified Credit Assessment. CoRR abs/2105.09484 (2021)
[i5]
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  - journals/corr/abs-2105-09489
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Ethan Lim Ding Feng, Zhi-Wei Neo, Aaron William De Silva, Kellie Sim, Hong-Ray Tan, Thi-Thanh Nguyen, Karen Wei Ling Koh, Wenru Wang, Hoang D. Nguyen:
Social Behaviour Understanding using Deep Neural Networks: Development of Social Intelligence Systems. CoRR abs/2105.09489 (2021)
[i4]
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  - journals/corr/abs-2105-09490
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Thuy-Trinh Nguyen, Kellie Sim, Anthony To Yiu Kuen, Ronald R. O'Donnell, Suan Tee Lim, Wenru Wang, Hoang D. Nguyen:
Designing AI-based Conversational Agent for Diabetes Care in a Multilingual Context. CoRR abs/2105.09490 (2021)
[i3]
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  - journals/corr/abs-2106-03797
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Alex To, Maican Liu, Muhammad Hazeeq Bin Muhammad Hairul, Joseph G. Davis, Jeannie Su Ann Lee, Henrik Hesse, Hoang D. Nguyen:
Drone-based AI and 3D Reconstruction for Digital Twin Augmentation. CoRR abs/2106.03797 (2021)
2020
[i2]
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  - journals/corr/abs-2006-07100
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Hoang D. Nguyen, Xuan-Son Vu, Quoc-Tuan Truong, Duc-Trong Le:
Reinforced Data Sampling for Model Diversification. CoRR abs/2006.07100 (2020)
[i1]
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  - journals/corr/abs-2012-08895
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Duc-Trong Le, Xuan-Son Vu, Nhu-Dung To, Huu-Quang Nguyen, Thuy-Trinh Nguyen, Linh Le, Anh-Tuan Nguyen, Minh-Duc Hoang, Nghia Le, Huyen Nguyen, Hoang D. Nguyen:
ReINTEL: A Multimodal Data Challenge for Responsible Information Identification on Social Network Sites. CoRR abs/2012.08895 (2020)

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