Andy Nguyen

According to our database, Andy Nguyen authored at least 63 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Artificial intelligence application in lymphoma diagnosis: from Convolutional Neural Network to Vision Transformer.

Daniel Rivera, Jacob Huddin, Alexander Banerjee, Rongzhen Zhang, Brenda Mai, Hanadi El Achi, Jacob Armstrong, Amer Wahed, Andy Nguyen

CoRR, April, 2025

Hybrid intelligence: Human-AI coevolution and learning.

Sanna Järvelä, Guoying Zhao, Andy Nguyen, Haoyu Chen

Br. J. Educ. Technol., March, 2025

Human-AI collaboration: Designing artificial agents to facilitate socially shared regulation among learners.

Justin Edwards, Andy Nguyen, Joni Lämsä, Marta Sobocinski, Ridwan Whitehead, Belle Dang, Anni-Sofia Roberts, Sanna Järvelä

Br. J. Educ. Technol., March, 2025

Utilizing Multimodal Large Language Models for Video Analysis of Posture in Studying Collaborative Learning: A Case Study.

Ridwan Whitehead, Andy Nguyen, Sanna Järvelä

J. Learn. Anal., 2025

Examining the Interplay of Gaze and Verbal Interactions in Socially Shared Regulation of Learning: A Transmodal Analysis (TMA) Study.

Andy Nguyen, Yeyu Wang, Ridwan Whitehead, Muhammad Ashiq, Sanna Järvelä, David Williamson Shaffer

J. Learn. Anal., 2025

To Be or Not to Be Ethical: Adaptive Governance in the Chaotic Landscape of GenAI in Education - Lecturers' Perspective.

Yvonne Hong, Claris Yee Seung Chung, Andy Nguyen

Proceedings of the 29th Pacific Asia Conference on Information Systems, 2025

Stimulating Active Learning Through Learner-AI Interactions in Mixed Reality for Hybrid Intelligence.

Belle Dang, Faaiz Gul, Luna Huynh, Andy Nguyen

Proceedings of the Joint Proceedings of LAK 2025 Workshops co-located with 15th International Conference on Learning Analytics and Knowledge (LAK 2025), 2025

Safe Reference Tracking and Collision Avoidance for Taxiing Aircraft Using an MPC-CBF Framework.

Brooks A. Butler, Zarif Cabrera, Andy Nguyen, Philip E. Paré

Proceedings of the 2025 American Control Conference, 2025

2024

Exploring the role of gaze behaviour in socially shared regulation of collaborative learning in a group task.

Ridwan Whitehead, Andy Nguyen, Sanna Järvelä

J. Comput. Assist. Learn., October, 2024

Interactions for Socially Shared Regulation in Collaborative Learning: An Interdisciplinary Multimodal Dataset.

Yante Li, Yang Liu, Andy Nguyen, Henglin Shi, Eija Vuorenmaa, Sanna Järvelä, Guoying Zhao

ACM Trans. Interact. Intell. Syst., September, 2024

Facial Expression Recognition for Examining Emotional Regulation in Synchronous Online Collaborative Learning.

Duong Ngo, Andy Nguyen, Belle Dang, Ha Ngan Ngo

Int. J. Artif. Intell. Educ., September, 2024

Self-regulation and shared regulation in collaborative learning in adaptive digital learning environments: A systematic review of empirical studies.

Kshitij Sharma, Andy Nguyen, Yvonne Hong

Br. J. Educ. Technol., July, 2024

Deliberative Interactions for Socially Shared Regulation in Collaborative Learning: An AI-Driven Learning Analytics Study.

Belle Dang, Andy Nguyen, Sanna Järvelä

J. Learn. Anal., 2024

Telepathology in Hematopathology Diagnostics: A Collaboration Between Ho Chi Minh City Oncology Hospital and University of Texas Health-McGovern Medical School.

Uyen Ly, Quang Nguyen, Dang Nguyen, Tu Thai, Binh Le, Duong Gion, Alexander Banerjee, Brenda Mai, Amer Wahed, Andy Nguyen

CoRR, 2024

A Performance and Cost Evaluation of Homomorphic Encryption in the Cloud.

Greg Guillot, Andy Nguyen, Malvika Sriram, Joel Coffman

Proceedings of the 17th IEEE/ACM International Conference on Utility and Cloud Computing, 2024

Decoding AI-Assisted Academic Writing Process: Insights from Lag Sequential and Epistemic Network Analyses.

Belle Dang, Andy Nguyen, Yvonne Hong

Proceedings of the 28th Pacific Asia Conference on Information Systems, 2024

Generative Multimodal Analysis (GMA) for Learning Process Data Analytics.

Ridwan Whitehead, Andy Nguyen, Sanna Järvelä

Proceedings of the Joint Proceedings of LAK 2024 Workshops co-located with 14th International Conference on Learning Analytics and Knowledge (LAK 2024), 2024

The Unspoken Aspect of Socially Shared Regulation in Collaborative Learning: AI-Driven Learning Analytics Unveiling 'Silent Pauses'.

Belle Dang, Andy Nguyen, Sanna Järvelä

Proceedings of the 14th Learning Analytics and Knowledge Conference, 2024

Introduction to the Minitrack on Advances in Teaching and Learning Technologies.

Olga Scrivner, Maarten de Laat, Andy Nguyen, James Scrivner

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

Hybrid Intelligence in Academic Writing: Examining Self-Regulated Learning Patterns in an AI-Assisted Writing Task.

Andy Nguyen, Faith Ilesanmi, Belle Dang, Eija Vuorenmaa, Sanna Järvelä

Proceedings of the HHAI 2024: Hybrid Human AI Systems for the Social Good, 2024

MAI - A Proactive Speech Agent for Metacognitive Mediation in Collaborative Learning.

Justin Edwards, Andy Nguyen, Marta Sobocinski, Joni Lämsä, Adelson de Araujo, Belle Dang, Ridwan Whitehead, Anni-Sofia Roberts, Matti Kaarlela, Sanna Järvelä

Proceedings of the ACM Conversational User Interfaces 2024, 2024

2023

Advancing SRL research with artificial intelligence.

Sanna Järvelä, Andy Nguyen, Inge Molenaar

Comput. Hum. Behav., October, 2023

Human and artificial intelligence collaboration for socially shared regulation in learning.

Sanna Järvelä, Andy Nguyen, Allyson Hadwin

Br. J. Educ. Technol., September, 2023

Predicting regulatory activities for socially shared regulation to optimize collaborative learning.

Sanna Järvelä, Andy Nguyen, Eija Vuorenmaa, Jonna Malmberg, Hanna Järvenoja

Comput. Hum. Behav., July, 2023

Examining teachers' behavioural intention for online teaching after COVID-19 pandemic: A large-scale survey.

Hang Khong, Ismail Celik, Tinh T. T. Le, Van Thi Thanh Lai, Andy Nguyen, Hong Bui

Educ. Inf. Technol., May, 2023

Ethical principles for artificial intelligence in education.

Andy Nguyen, Ha Ngan Ngo, Yvonne Hong, Belle Dang, Bich-Phuong Thi Nguyen

Educ. Inf. Technol., April, 2023

Examining socially shared regulation and shared physiological arousal events with multimodal learning analytics.

Andy Nguyen, Sanna Järvelä, Carolyn P. Rosé, Hanna Järvenoja, Jonna Malmberg

Br. J. Educ. Technol., January, 2023

Should ChatGPT be Banned at Schools? Organizing Visions for Generative Artificial Intelligence (AI) in Education.

Shohil Kishore, Yvonne Hong, Andy Nguyen, Saima Qutab

Proceedings of the 44th International Conference on Information Systems, 2023

Personalized Support Features Learners Expect From Self-Regulated Learning Analytics.

Adinda Dwiarie, Andy Nguyen, Joni Lämsä, Sanna Järvelä

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023

Clustering Deliberation Sequences Through Regulatory Triggers in Collaborative Learning.

Belle Dang, Andy Nguyen, Sanna Järvelä

Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2023

Revealing the Hidden Structure of Affective States During Emotion Regulation in Synchronous Online Collaborative Learning.

Belle Dang, Andy Nguyen, Yvonne Hong, Bich-Phuong Thi Nguyen, Bao-Nhi Dang Tran

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

EvoSTS Forecasting: Evolutionary Sparse Time-Series Forecasting.

Ethan Jacob Moyer, Alisha Isabelle Augustin, Satvik Tripathi, Ansh Aashish Dholakia, Andy Nguyen, Isamu Mclean Isozaki, Daniel Schwartz, Edward Kim

CoRR, 2022

Efficient, out-of-memory sparse MTTKRP on massively parallel architectures.

Andy Nguyen, Ahmed E. Helal, Fabio Checconi, Jan Laukemann, Jesmin Jahan Tithi, Yongseok Soh, Teresa M. Ranadive, Fabrizio Petrini, Jee W. Choi

Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Emotional Regulation in Synchronous Online Collaborative Learning: A Facial Expression Recognition Study.

Andy Nguyen, Yvonne Hong, Belle Dang, Bich-Phuong Thi Nguyen

Proceedings of the 43rd International Conference on Information Systems, 2022

Data Ethics Framework for Artificial Intelligence in Education (AIED).

Yvonne Hong, Andy Nguyen, Belle Dang, Bich-Phuong Thi Nguyen

Proceedings of the International Conference on Advanced Learning Technologies, 2022

2021

Design principles for learning analytics information systems in higher education.

Andy Nguyen, Tuure Tuunanen, Lesley A. Gardner, Don Sheridan

Eur. J. Inf. Syst., 2021

A Novel Approach for Deterioration and Damage Identification in Building Structures Based on Stockwell-Transform and Deep Convolutional Neural Network.

Vahidreza Gharehbaghi, Hashem Kalbkhani, Ehsan Noroozinejad Farsangi, Tony T. Y. Yang, Andy Nguyen, Seyedali Mirjalili, Christian Málaga-Chuquitaype

CoRR, 2021

Influence of image noise on crack detection performance of deep convolutional neural networks.

Riccardo Chianese, Andy Nguyen, Vahidreza Gharehbaghi, Thiru Aravinthan, Mohammad N. Noori

CoRR, 2021

Application of 2-D Convolutional Neural Networks for Damage Detection in Steel Frame Structures.

Shahin Ghazvineh, Gholamreza Nouri, Seyed Hossein Hosseini Lavassani, Vahidreza Gharehbaghi, Andy Nguyen

CoRR, 2021

Unified Countermeasures against Physical Attacks in Internet of Things - A survey.

Jaya Dofe, Aaron Nguyen, Andy Nguyen

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2021

A Framework for Designing Learning Analytics Information Systems.

Andy Nguyen, Herman Masindano Wandabwa, Aldrich Rasco, Lan Anh Le

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020

Data Analytics in Higher Education: An Integrated View.

Andy Nguyen, Lesley A. Gardner, Don Sheridan

J. Inf. Syst. Educ., 2020

A Design Methodology for Learning Analytics Information Systems: Informing Learning Analytics Development with Learning Design.

Andy Nguyen, Lesley A. Gardner, Don Sheridan

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

A Taxonomy of Digital Learning Activities for Digital Inclusion.

Andy Nguyen, Yvonne Hong, Lesley A. Gardner

Proceedings of the 28th European Conference on Information Systems, 2020

Multi-interest User Profiling in Short Text Microblogs.

Herman Masindano Wandabwa, M. Asif Naeem, Farhaan Mirza, Russel Pears, Andy Nguyen

Proceedings of the Designing for Digital Transformation. Co-Creating Services with Citizens and Industry, 2020

2019

Towards Ontology-Based Design Science Research for Knowledge Accumulation and Evolution.

Andy Nguyen, Lesley A. Gardner, Don Sheridan

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018

A framework for applying learning analytics in serious games for people with intellectual disabilities.

Andy Nguyen, Lesley A. Gardner, Don Sheridan

Br. J. Educ. Technol., 2018

Building an Ontology of Learning Analytics.

Andy Nguyen, Lesley A. Gardner, Don Sheridan

Proceedings of the 22nd Pacific Asia Conference on Information Systems, 2018

2017

A Multi-Layered Taxonomy of Learning Analytics Applications.

Andy Nguyen, Lesley A. Gardner, Don Sheridan

Proceedings of the 21st Pacific Asia Conference on Information Systems, 2017

Real-time programming exercise feedback in MOOCs.

Zhenghao Chen, Andy Nguyen, Amory Schlender, Jiquan Ngiam

Proceedings of the 10th International Conference on Educational Data Mining, 2017

2015

Soft correspondences for consistent collections of shape maps.

Andy Nguyen

PhD thesis, 2015

Convolutional wasserstein distances: efficient optimal transportation on geometric domains.

Justin Solomon, Fernando de Goes, Gabriel Peyré, Marco Cuturi, Adrian Butscher, Andy Nguyen, Tao Du, Leonidas J. Guibas

ACM Trans. Graph., 2015

LAK Explorer - A Fusion of Search Tools.

Mike Sharkey, Mohammed Ansari, Andy Nguyen

Proceedings of the First International Workshop on Visual Aspects of Learning Analytics co-located with 5th International Learning Analytics and Knowledge Conference (LAK 2015), 2015

Learning Program Embeddings to Propagate Feedback on Student Code.

Chris Piech, Jonathan Huang, Andy Nguyen, Mike Phulsuksombati, Mehran Sahami, Leonidas J. Guibas

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

Codewebs: scalable homework search for massive open online programming courses.

Andy Nguyen, Christopher Piech, Jonathan Huang, Leonidas J. Guibas

Proceedings of the 23rd International World Wide Web Conference, 2014

2013

Automated cellular annotation for high-resolution images of adult <i>Caenorhabditis elegans</i>.

Sarah J. Aerni, Xiao Liu, Chuong B. Do, Samuel S. Gross, Andy Nguyen, Stephen D. Guo, Fuhui Long, Hanchuan Peng, Stuart S. Kim, Serafim Batzoglou

Bioinform., 2013

Syntactic and Functional Variability of a Million Code Submissions in a Machine Learning MOOC.

Jonathan Huang, Chris Piech, Andy Nguyen, Leonidas J. Guibas

Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013, 2013

2012

Solving Cyclic Longest Common Subsequence in Quadratic Time

Andy Nguyen

CoRR, 2012

Soft Maps Between Surfaces.

Justin Solomon, Andy Nguyen, Adrian Butscher, Mirela Ben-Chen, Leonidas J. Guibas

Comput. Graph. Forum, 2012

2011

An Optimization Approach to Improving Collections of Shape Maps.

Andy Nguyen, Mirela Ben-Chen, Katarzyna Welnicka, Yinyu Ye, Leonidas J. Guibas

Comput. Graph. Forum, 2011

Approximate Map Matching with respect to the Fréchet Distance.

Daniel Chen, Anne Driemel, Leonidas J. Guibas, Andy Nguyen, Carola Wenk

Proceedings of the Thirteenth Workshop on Algorithm Engineering and Experiments, 2011

2004

Auditory Versus Visual Spatial Impression: A Study of Two Auditoria.

Densil Cabrera, Andy Nguyen, Young-Ji Choi

Proceedings of the ICAD 2004: The 10th Meeting of the International Conference on Auditory Display, 2004

2003

A Proposed Clinical Decision Support System (CDSS) Output Message.

Andy Nguyen, R. Matthew Sailors

Proceedings of the AMIA 2003, 2003