Nghia Duong-Trung - Publications

Conference Proceedings

1. Hiep Xuan Huynh, Congduc Pham, Nghia Duong-Trung (Editors).10th EAI International Conference, Smart Objects and Technologies for Social Good (GOODTECHS) 2024. Can Tho, Vietnam, December 19-20, 2024, Proceedings Part 1, Part 2. ebook ISBN 978-3-032-01472-6.

Books

1. Dương Trung Nghĩa (chủ biên), Nguyễn Văn Cường. Giáo trình Lập trình hướng đối tượng. 2020. ISBN: 978-604-965-399-5. Can Tho University Publishing House, Vietnam.
2. La Bảo Trúc Ly, Dương Trung Nghĩa, Trần Ngọc Quý, Trần Thị Duy Oanh. Giáo trình Quản lý dự án (Dùng cho khối ngành Kỹ thuật - Công nghệ). 2020. ISBN: 978-604-965-332-2. Can Tho University Publishing House, Vietnam.
3. Nghia Duong-Trung. Social Media Learning: Novel Text Analytics for Geolocation and Topic Modeling. 2017. ISBN 978-3-7369-8545-2. Cuvillier Verlag Göttingen, Germany. Listed in the German National Library; available online at link and link.
4. Nghia Duong-Trung. Agile Methodology for Design and Implementation of Databases and Websites for Sales and Administration of Computer Hardware. 2017. ISBN 978-3-7369-8437-0. Cuvillier Verlag Göttingen, Germany. Listed in the German National Library; available online at link and link.

Peer-Reviewed Publications

Conference venues: EMNLP, ACL, CIKM, ECML, WSDM, IUI, AIED, ECTEL, ETRA, DELFI, ECEM, ICCCI, ITHET, ITS, UMAP, LWDA, ACIE, ISKE, ICCASA, CSoNeT, RIVF, ICWE, FDSE, SpaCCS, MSPN, TrustCom, PACLING, ICCAI, ETECOM, ISDS.
- Ranked A* in CORE: EMNLP, ACL
- Ranked A in CORE: CIKM (x2), ECML, WSDM, IUI, AIED, LAK
- Ranked B in CORE: ECTEL (x5), ICPR, ICCCI, PAKDD, ETRA, UMAP (x2)
- Best Full Paper Award (x2), Best Presentation Award, Best Challenge Paper Award.
Journals: Frontiers in Education, Internet of Things, IEEE Access, PLOS ONE, JMIR, CCPE, Intelligence & Robotics, Biochemical Engineering, MONET, IJIT, IJACSA, INIS, IntechOpen.
- Q1: Internet of Things (x2), IEEE Access, PLOS ONE, JMIR
- Q2: CCPE, Intelligence & Robotics, Biochemical Engineering, MONET
Workshops: PM4B@PAKDD, XI-ML@ECAI, GenAI-LA@LAK, AIHA@ICPR, iWOAR, EduRS@DELFI.

2026

Phat T. Tran-Truong, Son Ha Xuan, Nghia Duong-Trung (2026). Stability Across Environments, Not Resamples: Noise-Corrected Symbolic Pattern Mining. The 20th ACM International Conference on Web Search and Data Mining (WSDM), February 15–19, 2027, Cordis, Hong Kong. Ranked A in CORE. Acceptance rate 15.8%.
Samer El Hajj Hassan, Khalil Hariss, Ali Chehab, Nghia Duong-Trung, Maroun Chamoun (2026). TADP-Sec: Trustworthy AI Data Preparation with Governance-to-Runtime Security for Federated Learning. International Conference on Emerging Trends in Engineering and Computing (IEEE ETECOM). October 26-27, 2026. Paris, France.
Dung Ngoc Le Ha, Tran Thanh-Dien, Nghia Duong-Trung (2026). Amortized Initialization versus Langevin Refinement for Motion-Guided Segmentation: A Controlled Study of Conditional Energy-based Models (EBMs). The 4th International Conference on Intelligent Systems and Data Science (ISDS 2026). Springer CCIS. 14-15 November, 2026. Taiwan. link.
Nghia Duong-Trung, Alexander Zimmermann, Konstantinos Tsiakas, Michael Dietrich, Miloš Kravčík (2026). Fit-for-Purpose Webcam Eye Tracking for Scalable Reading Analytics: A Pilot Study with Master's Students. Die 24. Fachtagung Bildungstechnologien (DELFI 2026). September 15 - 17, 2026. Potsdam. Germany.
Toan Quoc Nguyen, Linh Le, and Nghia Duong-Trung (2026). Speech-Based Dementia Detection for Low-Resource Communities via Symbolic and Text Encoding. 4th International Workshop Artificial Intelligence for Healthcare Applications (AIHA), The International Conference on Pattern Recognition (ICPR). August 17-22, 2026. Lyon, France. Ranked B in CORE.
Quoc Toan Nguyen, Chenhan Zhang, Linh Le, David Williams King, Long Tuanz Vo, Juliette Murris, Shiyao Zhang, and Nghia Duong Trung (2026). Intelligent Inclusive Electroencephalography Authentication for Gender Fairness and Cognitive Impairment. OAE Publishing Intelligence & Robotics. Q2 SCImago. ESCI Web of Science.
Dung Ngoc Le Ha, Nghia Duong-Trung, Hiep Xuan Huynh (EGC 2026). Détection de mouvement compressive guidée par l'énergie pour les systèmes embarqués simulés. Revue des Nouvelles Technologies de l'Information (RNTI). LA 26ÈME CONFÉRENCE FRANCOPHONE SUR L'EXTRACTION ET LA GESTION DES CONNAISSANCES (EGC). 26-30 January, 2026. Anglet, France.
Konstantinos Tsiakas, Francesca Zermiani, Deniz Iren, Nghia Duong-Trung, Michael Raschke, Roland Klemke, Milos Kravcik, Ladislao Salmerón, Halszka Jarodzka and Leen Catrysse (2026). Towards a Mapping for AI-Based Eye-Tracking Analytics in Multimedia Learning. 21st European Conference on Technology Enhanced Learning (ECTEL 2026). 14-18 September 2026. Valencia, Spain. Ranked B in CORE. Acceptance ratio 26%.
Jose Guadalupe Esparza and Nghia Duong-Trung (2026). ResVSS-UNet: A ResNet-Vision State Space Decoder for Efficient Medical Image Segmentation. Proceedings of 18th International Conference on Computational Collective Intelligence (ICCCI 2026). 23-25 September 2026. Heraklion, Greece. Ranked B in CORE.
Francesca Zermiani, Konstantinos Tsiakas, Deniz Iren, Nghia Trung-Duong, Michael Raschke, Roland Klemke, Milos Kravcik, Ladislao Salmerón; Halszka Jarodzka, Leen Catrysse (2026). Grounding AI Eye-Tracking in Multimedia Learning: A Proof-of-Concept Mapping. Proceedings of the 23rd European Conference on Eye Movements (ECEM 2026). August 30 - September 3, 2026. Ulm. Germany.
Izaan Zubair, Silke Vaas, and Nghia Duong-Trung (2026). Aligning Code LLMs for Automated Unit Test Generation: A Comparative Study of PPO and DPO. Proceedings of the 12th International Conference on Computing and Artificial Intelligence (ICCAI 2026). April 24-27, 2026, Okinawa, Japan.
Ghinwa Barakat, Samer ElHajj Hassan, Hanane Akhdar, Nghia Duong-Trung, Wiam Ramadan (2026). AI-Enabled Personalization of Semaglutide Therapy in Type 2 Diabetes: A Systematic Review with an Integration Framework. Journal of Medical Internet Research (JMIR). Q1 SCImago. SCIE Web of Science. IF 6.0. link.
Quoc-Toan Nguyen, Linh Le, David Williams-King, Quang-Hieu Tang, Nghia Duong-Trung (2026). Understanding EEG Microstate–Based Dementia Detection with Explainable AI. Proceedings of the 31st International Conference on Intelligent User Interfaces (ACM IUI 2026). March 23-26, 2026, Paphos, Cyprus. Ranked A in CORE. link.

2025

Dung Ngoc Le Ha, Nghia Duong-Trung, Hiep Xuan Huynh (2025). Energy-Based Pattern-Inspired Sampling for Motion Analysis. RIVF International Conference on Computing and Communication Technologies. December 18-20, 2025. Ho Chi Minh City, Vietnam.
Dung Ngoc Le Ha, Nghia Duong-Trung, Hiep Xuan Huynh (2025). Energy-Guided Compressive Motion Detection under Edge Simulation Environments. International Workshop on Advanced Intelligent Technologies (AI-TECH 2025), co-located with the 14th International Conference on Computational Social Networks (CSoNet 2025). December 14-16, 2025, Danang, Vietnam. Springer LNCS, Q2 SCImargo.
Dung Ngoc Le Ha, Nghia Duong-Trung, Hiep Xuan Huynh (2025). Projected Motion Energy Model. 14th EAI International Conference on Context-Aware Systems and Applications (ICCASA 2025). October 15-16, 2025, Ho Chi Minh City, Vietnam.
Xia Wang, Niels Pinkwart, Nghia Duong-Trung, Claudia de Witt (2025). General LLM and Knowledge Powered Recommender System with a Case Study. 20th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2025). November 21-23, 2025, Shunde, China.
Lars van Rijn, Silke Wrede, Xia Wang, Nghia Duong-Trung, Angelin Mary Jose, Claudia de Witt, Niels Pinkwart (2025). Scaffolding Recommendations for Students' Essay Planning. Frontiers in Education. Q2 SCImago. ESCI Web of Science. link.
Nghiem Thanh Pham, Tung Kieu, Duc Manh Nguyen, Son Ha Xuan, Nghia Duong-Trung, Danh Le-Phuoc (2025). SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts. The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025). November 5 –9, Suzhou, China. Acceptance ratio 17.35%. Ranked A* in CORE.
Nghia Duong-Trung, Xia Wang, Rahul R. Bhoyar, Angelin Mary Jose, Silke Elisabeth Wrede, Lars van Rijn, Theresa Panse, Claudia de Witt, Niels Pinkwart (2025). Kompagnon für das Verfassen von Hausarbeiten. Die 23. Fachtagung Bildungstechnologien der Gesellschaft für Informatik e.V. (DELFI 2025). 08-11 September 2025. Freiberg, Germany.
Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung, Thomas Do, Chin-Teng Lin (2025). Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection. The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025 SRW). July 27 to August 1st, 2025, Vienna, Austria. Ranked A* in CORE. link.
Nghia Duong-Trung, Xia Wang, Rahul R. Bhoyar, Angelin Mary Jose, Silke Elisabeth Wrede, Lars van Rijn, Theresa Panse, Claudia de Witt, Niels Pinkwart (2025). Knowledge Scaffolding Recommendation System for Supervising Term Papers. 20th European Conference on Technology Enhanced Learning (ECTEL 2025). Springer LNCS. 15-19 September 2025. Newcastle and Durham, United Kingdom. link. Acceptance ratio 27%. Ranked B in CORE.
Nghia Duong-Trung, Xia Wang, Rahul R. Bhoyar, Angelin Mary Jose, Silke Elisabeth Wrede, Lars van Rijn, Theresa Panse, Claudia de Witt, Niels Pinkwart (2025). TPRS: AI-Assisted Research Topic Refinement for Distance Learners. 26th International Conference on Artificial Intelligence in Education (AIED 2025). July 22-26, 2025, Palermo, Italy. Ranked A in CORE. link
Linh Le, Quoc-Toan Nguyen, David Williams-King, Nghia Duong-Trung (2025). Time-Series Grid Encoding of Eye-Tracking Data for Explainable AI in Dyslexia Detection. ACM Symposium on Eye Tracking Research & Applications (ETRA 2025). May 26-29, 2025, Tokyo, Japan. Ranked B in CORE. link.
Quoc-Toan Nguyen, Nghia Duong-Trung (2025). Predicting Progression from Mild Cognitive Impairment to Alzheimer’s Using an AI-based Multimodal Approach. 1st Workshop on Pattern mining and Machine learning for Bioinformatics PM4B 2025. The 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2025). June 10-13, 2025, Sydney, Australia. Ranked B in CORE. link
Dung Ngoc Le Ha, Nghia Duong-Trung, Hiep Xuan Huynh (2025). Transfer Learning Approach for Robust Motion Detection with EBM. 5th Asia Conference on Information Engineering (ACIE 2025). January 10-12, 2025, Phuket, Thailand. link. IEEE Xplore and Scopus. link.
Hassan Soliman, Hitesh Kotte, Miloš Kravčík, Norbert Pengel, Nghia Duong-Trung (2025). Retrieval-Augmented Chatbots for Scalable Educational Support in Higher Education. 2nd International Workshop on Generative AI and Learning Analytics (GenAI-LA): Evidence of Impacts on Human Learning, 15th International Learning Analytics and Knowledge Conference (LAK 2025). March 3-7, 2025, Dublin, Ireland. Ranked A in CORE.
Xia Wang, Nghia Duong-Trung, Rahul R. Bhoyar, Angelin Mary Jose (2025). LLM-based Literature Recommender System in Higher Education — A Case Study of Supervising Students’ Term Papers. 2nd International Workshop on Generative AI and Learning Analytics (GenAI-LA): Evidence of Impacts on Human Learning, 15th International Learning Analytics and Knowledge Conference (LAK 2025). March 3-7, 2025, Dublin, Ireland. Ranked A in CORE. link.

2024

Milos Kravcik, Nghia Duong-Trung (2024). MILKI-PSY - Multimodales immersives Lernen mit künstlicher Intelligenz für psychomotorische Fähigkeiten. Forschungsberichte Pflichtabgabe (BMFTR). Hannover : Technische Informationsbibliothek.
Mai Geisen, Abhishek Samanta, Khaleel Asyraaf Mat Sanusi, Nghia Duong-Trung, Milos Kravcik, Stefanie Klatt (2024). Visual and Tactile Information Provision in Golf: Conceptualization of a Training Application Incorporating Wearable Devices and Extended Reality. In Proceedings of the 22nd IEEE International Conference on IT in Higher Education and Training (IEEE ITHET 2024). November 6-8, 2024. Paris, France. link. DOI.
Rahul Rajkumar Bhoyar, Xia Wang, Nghia Duong-Trung (2024). KaggleGPT: Prompt-based Recommender System for Efficient Dataset Discovery. EduRS - Recommender Systems in Education at DELFI Conference on Educational Technologies. September 09-11, 2024. Fulda, Germany. link. DOI.
Aleksandra Nekhviadovich, Michal Slupczynski, Nghia Duong-Trung and Stefan Decker (2024). Analyzing Exercise Repetitions: YOLOv8-enhanced Dynamic Time Warping Approach on InfiniteRep Dataset. iWOAR - 9th International Workshop on Sensor-Based Activity Recognition and Artificial Intelligence. ACM Digital Library Proceedings. September 26-27, 2024, Potsdam, Germany. Springer LNCS. Q2 SCImago. link. DOI.
Ghinwa Barakat, Samer El Hajj Hassan, Nghia Duong-Trung, Wiam Ramadan (2024). Enhancing Healthcare: Machine Learning for Diabetes Prediction and Retinopathy Risk Evaluation. International Journal of Advanced Computer Science and Applications (IJACSA) 15(7). Link. DOI. Q3 SCImago. ESCI Web of Science.
Nghia Duong-Trung, Xia Wang, Milos Kravcik (2024). BloomLLM: Large Language Models Based Question Generation Combining Supervised Fine-tuning and Bloom's Taxonomy. In Proceedings of the 19th European Conference on Technology Enhanced Learning (ECTEL 2024). Springer LNCS. September 16-20, 2024. Krems, Austria. link. DOI. Q2 SCImago. Acceptance ratio 26%. Ranked B in CORE.
Abhishek Samanta, Hitesh Kotte, Patrick Handwerk, Khaleel Asyraaf Mat Sanusi, Mai Geisen, Milos Kravcik, Nghia Duong-Trung (2024). IMPECT-POSE: A Complete Front-end and Back-end Architecture for Pose Tracking and Feedback. In Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (ACM UMAP 2024). ACM Digital Library. 1 - 4 July 2024. Cagliari, Sardinia, Italy. link. DOI. Ranked B in CORE.
Samer El Hajj Hassan, Nghia Duong-Trung (2024). Machine Learning in Cybersecurity: Advanced Detection and Classification Techniques for Network Traffic Environments. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems (INIS). Q3 SCImago. link. DOI.
Sheikh Faisal Rashid, Nghia Duong-Trung, Niels Pinkwart (2024). Generative AI in Education: Technical Foundations, Applications, and Challenges. IntechOpen Artificial Intelligence for Quality Education. ISBN 978-0-85466-782-6. link. DOI.
Hitesh Kotte, Florian Daiber, Milos Kravcik, Nghia Duong-Trung (2024). FitSight: Tracking and Feedback Engine for Personalized Fitness Training. In Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (ACM UMAP 2024). ACM Digital Library. 1 - 4 July 2024. Cagliari, Sardinia, Italy. Acceptance ratio 22.6%. link. DOI. Ranked B in CORE.
Hieu Duong-Trung, Nghia Duong-Trung (2024). Integrating YOLOv8-agri and DeepSORT for Advanced Motion Detection in Agriculture and Fisheries. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems (INIS). Q3 SCImago. link. DOI.

2023

Hiep Xuan Huynh, Bao Hoai Lam, Hung Vu Cong Le, Tam Thanh Le, Nghia Duong-Trung (2023). Design of an IoT Ultrasonic-Vision Based System for Automatic Fruit Sorting Utilizing Size and Color. ScienceDirect Internet of Things journal. Q1 SCImago, SCIE Web of Science. IF 6.0. link. DOI.
Hiep Xuan Huynh, Anh Tuan Trinh, Nhan Phuc Nguyen, Tu Tran Lam, Nghia Duong-Trung (2023). Monitoring and Control System of Environmental Parameters in Swiftlet Houses. ScienceDirect Internet of Things journal. Q1 SCImago, SCIE Web of Science. IF 6.0. link. DOI.
Hiep Xuan Huynh, Linh Nhut Tran, Nghia Duong-Trung (2023). Smart Greenhouse Construction and Irrigation Control System for Optimal Brassica Juncea Development. PLOS ONE journal. Q1 SCImago, SCIE Web of Science. IF 3.752. link. DOI.
An Cong Tran, Loi Van Nguyen, Nghia Duong-Trung (2023). Towards Real-time Secured IP Camera via State Machine Architecture. International Journal of Information Technology. Q2 SCImago. IF 2.512. link. DOI.
Nghia Duong-Trung, Manh Nguyen-Duc and Danh Le-Phuoc (2023). Temporal Saliency Detection Towards Explainable Transformer-based Timeseries Forecasting. International Workshop on Explainable and Interpretable Machine Learning (XI-ML), 26th European Conference on Artificial Intelligence (ECAI 2023). Springer CCIS. September 30 - October 4, 2023. Kraków, Poland. link. Q4 SCImago. Ranked A in CORE.
Hitesh Kotte, Milos Kravcik, Nghia Duong-Trung (2023). Real-Time Posture Correction in Gym Exercises: A Computer Vision-Based Approach for Performance Analysis, Error Classification and Feedback. MILeS 2023 International Multimodal Immersive Learning Systems Workshop at Eighteenth European Conference on Technology Enhanced Learning (ECTEL 2023). September 4-6, 2023, Aveiro, Portugal. link. Ranked B in CORE.
Jan Schneider, Khaleel Asyraaf Mat Sanusi, Bibeg Limbu, Nghia Duong-Trung (2023). Novices make more noise! But how can we listen to it? MILeS 2023 International Multimodal Immersive Learning Systems Workshop at Eighteenth European Conference on Technology Enhanced Learning (ECTEL 2023). September 4-6, 2023, Aveiro, Portugal. link. Ranked B in CORE.
Nghia Duong-Trung, Hitesh Kotte, Milos Kravcik (2023). Augmented Intelligence in Tutoring Systems: A Case Study in Real-time Pose Tracking to Enhance the Self-Learning of Fitness Exercises. In Proceedings of the Eighteenth European Conference on Technology Enhanced Learning (ECTEL 2023). Springer LNCS. September 6-8, 2023. Aveiro, Portugal. link. DOI. Q2 SCImago. Ranked B in CORE.
Ha Xuan Son, Khoi Nguyen Huynh Tuan, Phuc Nguyen Trong, Hong Khanh Vo, Luong Hoang Huong, Khiem Huynh Gia, Khoa Tran Dang, Anh Nguyen The, Nghia Huynh Huu, Ngan Nguyen Thi Kim, Duy Nguyen Truong Quoc, Nghia Duong-Trung (2023). In2P-Med: Toward the Individual Privacy Preferences Identity in the Medical Web Apps. 23rd International Conference on Web Engineering (ICWE 2023). June 6-9, 2023. Alicante, Spain. link. DOI. SCIE Web of Science. Q3 SCImago. Ranked B in CORE.
Matteo Orsoni, Alexander Pögelt, Nghia Duong-Trung, Mariagrazia Benassi, Milos Kravcik, Martin Grüttmüller (2023). Recommending Mathematical Tasks Based on Reinforcement Learning and Item Response Theory. 19th International Conference on Intelligent Tutoring Systems (ITS 2023). Springer LNCS. June 5-8, 2023, Corfu, Greece. link. DOI. Q2 SCImago. Best Full Paper Award. Ranked B in CORE.

2022

Nghia Duong-Trung, Stefan Born, Jong Woo Kim, Marie-Therese Schermeyer, Katharina Paulick, Maxim Borisyak, Mariano Nicolas Cruz-Bournazou, Thorben Werner, Randolf Scholz, Lars Schmidt-Thieme, Peter Neubauer, Ernesto Martinez (2022). When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development. Biochemical Engineering Journal, Biochemical Engineering in the Era of Machine Learning and Automation Special Issue. SCIE Web of Science. IF 4.446. Q2 SCImago. link. DOI.
Hai Trieu Le, Khoi Le Quoc, The Anh Nguyen, Khoa Tran Dang, Hong Khanh Vo, Huong Hoang Luong, Hieu Le Van, Khiem Huynh Gia, Loc Van Cao Phu, Duy Nguyen Truong Quoc, Tran Huyen Nguyen, Ha Xuan Son, Nghia Duong-Trung (2022). Medical-Waste Chain: a Medical Waste Collection, Classification and Treatment Management by Blockchain Technology. MDPI Computers. link. DOI. Q2 SCImago.
Kiran Madhusudhanan, Johannes Burchert, Lars Schmidt-Thieme, Nghia Duong-Trung, Stefan Born (2022). Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2022). September 19-23, 2022. Grenoble, France. link. Acceptance ratio 15%. Ranked A in CORE.
Hai Trieu Le, Tran Thanh Lam Nguyen, Tuan Anh Nguyen, Xuan Son Ha, Nghia Duong-Trung (2022). BloodChain: A Blood Donation Managed by Blockchain Technologies. MDPI Network, Special Issue on Blockchain and Machine Learning for IoT: Security and Challenges. link. DOI.

2021

An C. Tran, Hung Thanh Nguyen, Van Long Nguyen Huu, Nghia Duong-Trung (2021). Pesticide Label Detection Using Bounding Prediction-based Deep Convolutional Networks. International Conference on Future Data and Security Engineering (FDSE 2021). Springer LNCS. November 24-26, 2021. Ho Chi Minh city, Vietnam. link. DOI. Q2 SCImago.
Hiep Xuan Huynh, Linh Xuan Dang, Nghia Duong-Trung, Cang Thuong Phan (2021). Vietnamese Short Text Classification via Distributed Computation. International Journal of Advanced Computer Science and Applications (IJACSA) 12(6). Link. DOI. Scopus. ESCI Web of Science. Q3 SCImago.
Hiep Xuan Huynh, Nghia Duong-Trung, Tran Nam Quoc Nguyen, Bao Hoai Le, Tam Hung Le (2021). Maneuverable Autonomy of a Six-legged Walking Robot: Design and Implementation Make Through Deep Neural Networks and Hexapod Locomotion. International Journal of Advanced Computer Science and Applications (IJACSA) 12(6). Link. DOI. Scopus. ESCI Web of Science. Q3 SCImago.
Nga Tang Thi Quynh, Ha Xuan Son, Trieu Hai Le, Hung Nguyen Duc Huy, Khanh Hong Vo, Huong Hoang Luong, Khoi Nguyen Huynh Tuan, Tuan Dao Anh, The Anh Nguyen, Nghia Duong-Trung (2021). Toward a Design of Blood Donation Management by Blockchain Technologies. The 21st International Conference on Computational Science and its Applications (ICCSA). Workshop on Privacy in the Cloud/Edge/IoT World (PCEIoT). Springer LNCS. September 13-16, 2021. Cagliari, Italy. Link. DOI. Q2 SCImago.
Hiep Xuan Huynh, Be Ut Lai, Nghia Duong-Trung, Hai Thanh Nguyen, Cang Thuong Phan (2021). Modeling Population Dynamics for Facebook Information Dissemination. Concurrency Computation Practice and Experience (CCPE). Wiley. SCIE Web of Science. IF 1.447. DOI. Q2 SCImago.
Nghia Duong-Trung, Dung Ngoc Le Ha, Hiep Xuan Huynh (2021). Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks. The 6th International Conference on Research in Intelligent Computing in Engineering (RICE 2021). Annals of Computer Science and Information Systems, Volume 27. June 3-4, 2021. Binh Duong, Vietnam. link. DOI.
Xuan Son Ha, Trieu Hai Le, Tan Tai Phan, Hung Huy Duc Nguyen, Khanh Hong Vo, Nghia Duong-Trung (2021). Scrutinizing Trust and Transparency in Cash on Delivery Systems. The 13th International Conference on Security, Privacy and Anonymity in Computation, Communication and Storage (SpaCCS 2020). Springer LNCS. December 18-20, 2020. Nanjing, China. link. DOI. IF 1.170. Q2 SCImago.
Xuan Son Ha, Trieu Le Hai, Nga Tang Thi Quynh, Hung Nguyen Duc Huy, Huong Hoang Luong, Nghia Duong-Trung (2021). Toward a Blockchain-based technology in dealing with emergencies in Patient-centered Healthcare Systems. In Proceedings of the 6th International Conference on Mobile, Secure and Programmable Networking (MSPN 2020). Springer LNCS. October 28-29, 2020, Paris, France. link. DOI. CPCI-S. IF 1.170. Q2 SCImago.

2020

1. Hao Tuan Huynh, Nghia Duong-Trung, Dinh Quoc Truong, Hiep Xuan Huynh (2020). Vietnamese Text Classification Makes Through TextRank and Jaccard Similarity Coefficient. Advances in Science, Technology and Engineering Systems Journal (ASTESJ). link. DOI.
2. Nghia Duong-Trung, Tan Phu Nguyen (2020). Chatbot for University Admission Services: Design and Implementation based on Long-short-term Memory Networks. Hội thảo quốc gia lần thứ XXIII: Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông. November 5-6, 2020. Ha Long University, Quang Ninh, Vietnam.
3. Nghia Duong-Trung, Quynh Nhut Nguyen, Hiep Xuan Huynh (2020). Design and Implementation of an Intelligent Tutoring System for High-school Informatics Course. Hội thảo quốc gia lần thứ XXIII: Một số vấn đề chọn lọc của Công nghệ thông tin và truyền thông. November 5-6, 2020. Ha Long University, Quang Ninh, Vietnam.
4. Xuan Son Ha, Trieu Hai Le, Nadia Metoui, Nghia Duong-Trung (2020). DeM-CoD: Novel Access-Control-Based Cash on Delivery Mechanism for Decentralized Marketplace. In Proceedings of the 19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (IEEE TrustCom 2020). December 29, 2020 - January 1, 2021. Guangzhou University. Guangzhou, China. link. DOI. Scopus. Acceptance ratio 25.8%. Ranked B in CORE.
5. An C. Tran, Nghi C. Tran, Nghia Duong-Trung (2020). Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks. International Conference on Future Data and Security Engineering (FDSE 2020). Springer Communications in Computer and Information Science (CCIS). November 25-27, 2020. Quy Nhon, Vietnam. link. DOI. Q3 SCImago.
6. Nghia Duong-Trung, Nga Quynh Thi Tang, Xuan Son Ha (2020). Interpretation of Machine Learning Models for Medical Diagnosis. Advances in Science, Technology and Engineering Systems Journal (ASTESJ). Link. DOI.
7. Tong Viet Hung, Nguyen Thi Hong, Ly Minh Tri, Phan Hoai Van, Nghia Duong-Trung, Ngo Minh Phuoc (2020). Towards the Extensibility of Open Source Software via Developing External Modules in Magento. FAIR-Fundamental And Applied IT Research 2020. October 8-9, 2020. Nha Trang University, Nha Trang city, Vietnam.
8. An C. Tran, Nguyen Thi Nhu Y, Phung Kim Thoa, Nghi C. Tran, Nghia Duong-Trung (2020). Real-time Recognition of Medicinal Plant Leaves Using Bounding-box Based Models. The 14th IEEE International Conference on Advanced Computing and Applications (ACOMP 2020). November 25-27, 2020. Quy Nhon, Vietnam. Link. DOI. Scopus.
9. Nghia Duong-Trung, Luyl-Da Quach, Chi-Ngon Nguyen (2020). Towards Classification of Shrimp Diseases Using Transferred Convolutional Neural Networks. Advances in Science, Technology and Engineering Systems Journal (ASTESJ). Link. DOI.
10. Hiep Xuan Huynh, Nghia Quoc Phan, Nghia Duong-Trung, Ha Thu Thi Nguyen (2020). Collaborative filtering recommendation based on statistical implicative analysis. Springer Series Communications in Computer and Information Science (CCIS). SCIE Web of Science. link. DOI. Q3 SCImago.
11. Nghia Duong-Trung, Quynh Nhut Nguyen, Dung Ngoc Le Ha, Xuan Son Ha, Tan Tai Phan, Hiep Xuan Huynh (2020). Genres and Actors/Actresses as Interpolated Tags for Improving Movie Recommender Systems. International Journal of Advanced Computer Science and Applications (IJACSA) 11(2). Link. DOI. Scopus. ESCI Web of Science. Q3 SCImago.
12. Hao Tuan Huynh, Nghia Duong-Trung, Xuan Son Ha, Nga Quynh Thi Tang, Hiep Xuan Huynh, Dinh Quoc Truong (2020). Automatic Keywords-based Classification of Vietnamese Texts, in Proceedings of The 14th IEEE RIVF International Conference on Computing and Communication Technologies (RIVF 2020). October 14-15, 2020, RMIT University, Ho Chi Minh city, Vietnam. DOI. Scopus.
13. Hiep Xuan Huynh, Phuoc Thanh Luu, Huong Hoang Luong, Nghia Duong-Trung, Minh Thai Truong, Nga Quynh Thi Tang, Tu Cam Thi Tran (2020). Analysis of Atmospheric Quality Based on Cellular Automata Simulation, in Proceedings of ACM International Conference on Intelligent Information Technology (ICIIT 2020). February 19-22, 2020. Ha Noi, Vietnam. DOI. Scopus. Best Full Paper Award.
14. Nghia Duong-Trung, Xuan Son Ha, Hai Trieu Le, Tan Tai Phan (2020). On Components of a Patient-centered Healthcare System Using Smart Contract. The ACM 4th International Conference on Cryptography, Security and Privacy (ICCSP 2020). January 10-12, 2020. Nanjing, China. Link. DOI. Scopus.
15. Nghia Duong-Trung, Xuan Son Ha, Hai Trieu Le, Tan Tai Phan (2020). Smart Care: Integrating Blockchain Technology into the Design of Patient-centered Healthcare Systems. The ACM 4th International Conference on Cryptography, Security and Privacy (ICCSP 2020). January 10-12, 2020. Nanjing, China. Link. DOI. Scopus.
16. Quynh Nhut Nguyen, Nghia Duong-Trung, Dung Ngoc Le Ha, Xuan Son Ha, Tan Tai Phan, Hien Xuan Pham, Hiep Xuan Huynh (2020). Movie Recommender Systems Made Through Tag Interpolation. The ACM 4th International Conference on Machine Learning and Soft Computing (ICMLSC 2020). January 17-19, 2020. Hai Phong, Vietnam. Link. DOI. Scopus.
17. Hiep Xuan Huynh, Tin Trung Dang, Linh My Thi Ong, Huong Hoang Luong, Nghia Duong-Trung, Tan Tai Phan, Bernard Pottier (2020). Simulating Mangroves Rehabilitation with Cellular Automata. The ACM 4th International Conference on Machine Learning and Soft Computing (ICMLSC 2020). January 17-19, 2020. Hai Phong, Vietnam. Link. DOI. Scopus.
18. Hiep Xuan Huynh, Huy Quang Dang, Huong Hoang Luong, Linh My Thi Ong, Nghia Duong-Trung, Toan Phung Huynh, Huy Van Pham, Bernard Pottier (2020). BPH Sensor Network Optimization based on Cellular Automata and Honeycomb Structure. Springer Mobile Networks and Applications (MONET). DOI. Q2 SCImago. SCIE. IF 2.390.

2019

1. Nghia Duong-Trung, Xuan Son Ha, Tan Tai Phan, Phuong Nam Trieu, Quoc Nghiep Nguyen, Duy Pham, Thai Tam Huynh, Hai Trieu Le (2019). Multi-Sessions Mechanism for Decentralized Cash on Delivery System. International Journal of Advanced Computer Science and Applications (IJACSA) 10(9). link. DOI. Scopus. ESCI Web of Science. Q3 Scimago.
2. Nghia Duong-Trung, Xuan Nguyen Hoang, Trinh Bui Thi Tu, Ky Nguyen Minh, Van Ut Tran, Tien-Dao Luu (2019). Blueprinting the Workflow of Medical Diagnosis through the Lens of Machine Learning Perspective. The 13th IEEE International Conference on Advanced Computing and Applications (ACOMP 2019). November 27-29, 2019. Ho Chi Minh city, Vietnam. DOI. Scopus.
3. Luyl-Da Quach, Nghia Duong-Trung, Anh Vu Van, Chi-Ngon Nguyen (2019). Recommending the Workflow of Vietnamese Sign Language Translation via a Comparison of Several Classification Algorithms. The 16th International Conference of the Pacific Association for Computational Linguistics (PACLING 2019). October 11-13, 2019. Ha Noi, Vietnam. Springer series Communications in Computer and Information Science (CCIS). SCIE Web of Science. Q3 Scimago.link.
4. Hai Trieu Le, Ngoc Tien Thanh Le, Nguyen Ngoc Phien, Nghia Duong-Trung, Xuan Son Ha, Thai Tam Huynh, The Phuc Nguyen (2019): Introducing Multi Shippers Mechanism for Decentralized Cash on Delivery System. International Journal of Advanced Computer Science and Applications (IJACSA) 10(6). link. DOI. Scopus. ESCI Web of Science. Q3 Scimago.
5. Hiep Xuan Huynh, Vu Tuan Nguyen, Nghia Duong-Trung, Van-Huy Pham, Cang Thuong Phan (2019): Distributed Framework for Automating Opinion Discretization from Text Corpora on Facebook. IEEE Access. link. DOI. SCIE. ISI Q1. IF 4.098.
6. Ngoc Tien Thanh Le, Quoc Nghiep Nguyen, Nguyen Ngoc Phien, Nghia Duong-Trung, Xuan Son Ha, Thai Tam Huynh, The Phuc Nguyen (2019): Assuring Non-fraudulent Transactions in Cash on Delivery by Introducing Double Smart Contracts. International Journal of Advanced Computer Science and Applications (IJACSA) 10(5). link. DOI. Scopus. ESCI Web of Science. Q3 Scimago.
7. Luyl-Da Quach, Long Quach Hoang, Nghia Duong-Trung, Chi-Ngon Nguyen (2019). Towards Machine Learning Approaches To Identify Shrimp Diseases Based On Description. FAIR-Fundamental And Applied IT Research 2019. June 7-8, 2019. DOI. Hue, Vietnam.
8. Nghia Duong-Trung, Tan Dang Thien, Tien-Dao Luu, Hiep Xuan Huynh (2019): Black Friday Sale Prediction via Extreme Gradient Boosted Trees. FAIR-Fundamental And Applied IT Research 2019. June 7-8, 2019. link. DOI. Hue, Vietnam.
9. Nghia Duong-Trung, Tuyen Tran Ngoc, Hiep Xuan Huynh (2019): Automated Pneumonia Detection in X-Ray Images via Depthwise Separable Convolution Based Learning. FAIR-Fundamental And Applied IT Research 2019. June 7-8, 2019. link. DOI. Hue, Vietnam.
10. Nghia Duong-Trung, Luyl-Da Quach, Chi-Ngon Nguyen (2019): Learning Deep Transferability for Several Agricultural Classification Problems. International Journal of Advanced Computer Science and Applications (IJACSA) 10(1). link. DOI. Scopus, ESCI Web of Science. Q3 Scimago.
11. Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen (2019): A Combination of Transfer Learning and Deep Learning for Medicinal Plant Classification, in Proceedings of ACM International Conference on Intelligent Information Technology (ICIIT 2019). Da Nang, Vietnam. link. DOI. Scopus.
12. Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen (2019): Classification of Grain Discoloration via Transfer Learning and Convolutional Neural Networks, in Proceedings of ACM International Conference on Machine Learning and Soft Computing (ICMLSC 2019). Da Lat, Vietnam. link. DOI. Best Presentation Award. Scopus.
13. Nghia Duong-Trung, Minh-Hoang Nguyen, Hanh T.H. Nguyen (2019): Clustering Stability via Concept-based Nonnegative Matrix Factorization, in Proceedings of ACM International Conference on Machine Learning and Soft Computing (ICMLSC 2019). Da Lat, Vietnam. link. DOI. Scopus.

PhD Period

2017

1. Nghia Duong-Trung, Lars Schmidt-Thieme (2017): On Discovering the Number of Document Topics via Conceptual Latent Space, in Proceedings of ACM International Conference on Information and Knowledge Management (CIKM 2017). Singapore. link. DOI. Scopus. Conference Rank A. ISI proceedings (Web of Science). Acceptance ratio 28.4%.
2. Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2017): Finding Hierarchy of Topics from Twitter Data, in Proceedings of Lernen Wissen Daten Analysen (LWDA 2017), Rostock, Germany. link. EID: 2-s2.0-85030098392. Scopus.
3. Nghia Duong-Trung, Nicolas Schilling, Lucas Rego Drumond, Lars Schmidt-Thieme (2017): An Effective Approach for Geolocation Prediction in Twitter Streams Using Clustering Based Discretization, European Conference on Data Analysis, in Proceedings of Journal of Archives of Data Science, Series A, ISSN: 2363-9881, Colchester, England. link. DOI.

2016

1. Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2016): Bank Card Usage Prediction Exploiting Geolocation Information, in Proceedings of ECML-PKDD 2016 Discovery Challenge, Riva del Garda, Italy. Best Challenge Paper Award. link.
2. Nghia Duong-Trung, Nicolas Schilling, Lucas Rego Drumond, Lars Schmidt-Thieme (2016): Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream, in Proceedings of Lernen Wissen Daten Analysen (LWDA 2016), Potsdam, Germany. link. URN: urn:nbn:de:0074-1670-3. Scopus.
3. Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme (2016): Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression, in Proceedings of ACM International Conference on Information and Knowledge Management (CIKM 2016), Indianapolis, United States of America. link. DOI. ISI proceedings (Web of Science). Acceptance ratio 23.5%. Conference Rank A.

2015

1. Nghia Duong-Trung, Martin Wistuba, Lucas Rego Drumond, Lars Schmidt-Thieme (2015): Geo_ML@MediaEval Placing Task 2015, in Proceedings of the MediaEval 2015 Multimedia Benchmark Workshop, Wurzen, Germany. link. EID: 2-s2.0-84989920142. Scopus.

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