Nghia Duong-Trung

60 papers A 3B 5Journal 14Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Explainable AI for Dementia Detection Using EEG Microstates. IUI Companion Quoc-Toan Nguyen, Linh Le, David Williams-King, Quang-Hieu Tang, Nghia Duong-Trung
2025	—	`conf`	Knowledge Scaffolding Recommendation System for Supervising Term Papers. EC-TE (1) Nghia Duong-Trung, Xia Wang, Rahul Rajkumar Bhoyar, Angelin Mary Jose, Silke Wrede, Lars van Rijn, Theresa Panse, Claudia de Witt, Niels Pinkwart
2025	—	`conf`	Kompagnon für das Verfassen von Hausarbeiten. DeLFI Nghia Duong-Trung, Xia Wang, Rahul Rajkumar Bhoyar, Angelin Mary Jose, Silke Wrede, Lars van Rijn, Theresa Panse, Claudia de Witt, Niels Pinkwart
2025	—	`conf`	Predicting Progression from Mild Cognitive Impairment to Alzheimer's Using an AI-Based Multimodal Approach. PAKDD (Workshops) Quoc-Toan Nguyen, Nghia Duong-Trung
2025	J	`jnl`	SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts-Extended Version. CoRR Nghiem Thanh Pham, Tung Kieu, Duc-Manh Nguyen, Ha Xuan Son, Nghia Duong-Trung, Danh Le Phuoc
2025	—	`conf`	SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts. EMNLP (Findings) Nghiem Thanh Pham, Tung Kieu, Duc-Manh Nguyen, Ha Xuan Son, Nghia Duong-Trung, Danh Le Phuoc
2025	—	`conf`	TPRS: AI-Assisted Research Topic Refinement for Distance Learners. AIED Companion (2) Nghia Duong-Trung, Xia Wang, Rahul Rajkumar Bhoyar, Angelin Mary Jose, Silke Elisabeth Wrede, Lars van Rijn, Theresa Panse, Claudia de Witt, Niels Pinkwart
2025	B	`conf`	Time-Series Grid Encoding of Eye-Tracking Data for Explainable AI in Dyslexia Detection. ETRA Linh Le, Quoc Toan Nguyen, Nghia Duong-Trung, David Williams-King
2025	—	`conf`	Transforming Brainwaves into Language: EEG Microstates Meet Text Embedding Models for Dementia Detection. ACL (4) Quoc-Toan Nguyen, Linh Le, Xuan-The Tran, Dorothy Bai, Nghia Duong-Trung, Thomas Do, Chin-Teng Lin
2024	—	`conf`	Analyzing Exercise Repetitions: YOLOv8-Enhanced Dynamic Time Warping Approach on InfiniteRep Dataset. iWOAR Michal Slupczynski, Aleksandra Nekhviadovich, Nghia Duong-Trung, Stefan Decker
2024	—	`conf`	BloomLLM: Large Language Models Based Question Generation Combining Supervised Fine-Tuning and Bloom's Taxonomy. EC-TEL (2) Nghia Duong-Trung, Xia Wang, Milos Kravcík
2024	J	`jnl`	Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color. Internet Things Hiep Xuan Huynh, Bao Hoai Lam, Hung Vu Cong Le, Tam Thanh Le, Nghia Duong-Trung
2024	A	`conf`	FitSight: Tracking and Feedback Engine for Personalized Fitness Training. UMAP Hitesh Kotte, Florian Daiber, Milos Kravcik, Nghia Duong-Trung
2024	—	`conf`	IMPECT-POSE: A Complete Front-end and Back-end Architecture for Pose Tracking and Feedback. UMAP (Adjunct Publication) Abhishek Samanta, Hitesh Kotte, Patrick Handwerk, Khaleel Asyraaf Mat Sanusi, Mai Geisen, Milos Kravcik, Nghia Duong-Trung
2024	J	`jnl`	Integrating YOLOv8-agri and DeepSORT for Advanced Motion Detection in Agriculture and Fisheries. EAI Endorsed Trans. Ind. Networks Intell. Syst. Hieu Duong-Trung, Nghia Duong-Trung
2024	—	`conf`	KaggleGPT: Prompt-based Recommender System for Efficient Dataset Discovery. DELFI Workshops Rahul Rajkumar Bhoyar, Xia Wang, Nghia Duong-Trung
2024	J	`jnl`	Machine Learning in Cybersecurity: Advanced Detection and Classification Techniques for Network Traffic Environments. EAI Endorsed Trans. Ind. Networks Intell. Syst. Samer El Hajj Hassan, Nghia Duong-Trung
2024	—	`conf`	Visual and Tactile Information Provision in Golf: Conceptualization of a Training Application Incorporating Wearable Devices and Extended Reality. ITHET Mai Geisen, Abhishek Samanta, Khaleel Asyraaf Mat Sanusi, Nghia Duong-Trung, Milos Kravcík, Stefanie Klatt
2023	B	`conf`	Augmented Intelligence in Tutoring Systems: A Case Study in Real-Time Pose Tracking to Enhance the Self-learning of Fitness Exercises. EC-TEL Nghia Duong-Trung, Hitesh Kotte, Milos Kravcík
2023	B	`conf`	In2P-Med: Toward the Individual Privacy Preferences Identity in the Medical Web Apps. ICWE Ha Xuan Son, Khoi Nguyen Huynh Tuan, Loc Van Cao Phu, Phuc Nguyen Trong, Hong Khanh Vo, Huong H. Huong, Khiem Huynh Gia, Khoa Tran Dang, The Anh Nguyen, Nghia Huynh Huu, Ngan T. K. Nguyen, Duy Nguyen Truong Quoc, Bang K. Nguyen, Nghia Duong-Trung
2023	J	`jnl`	Modeling population dynamics for information dissemination through Facebook. Concurr. Comput. Pract. Exp. Hiep Xuan Huynh, Be Ut Lai, Nghia Duong-Trung, Thanh-Hai Nguyen, Cang Thuong Phan
2023	J	`jnl`	Monitoring and control system of environmental parameters in swiftlet houses. Internet Things Hiep Xuan Huynh, Anh Tuan Trinh, Nhan Phuc Nguyen, Tu Tran Lam, Nghia Duong-Trung
2023	—	`conf`	Novices make more noise! But how can we listen to it?. MILeS@EC-TEL Jan Schneider, Khaleel Asyraaf Mat Sanusi, Bibeg Limbu, Nghia Duong-Trung
2023	—	`conf`	Real-Time Posture Correction in Gym Exercises: A Computer Vision-Based Approach for Performance Analysis, Error Classification and Feedback. MILeS@EC-TEL Hitesh Kotte, Milos Kravcík, Nghia Duong-Trung
2023	B	`conf`	Recommending Mathematical Tasks Based on Reinforcement Learning and Item Response Theory. ITS Matteo Orsoni, Alexander Pögelt, Nghia Duong-Trung, Mariagrazia Benassi, Milos Kravcik, Martin Grüttmüller
2023	—	`conf`	Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting. ECAI Workshops (1) Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le Phuoc
2022	J	`jnl`	BloodChain: A Blood Donation Network Managed by Blockchain Technologies. Network Hai Trieu Le, Tran Thanh Lam Nguyen, Tuan Anh Nguyen, Ha Xuan Son, Nghia Duong-Trung
2022	J	`jnl`	Medical-Waste Chain: A Medical Waste Collection, Classification and Treatment Management by Blockchain Technology. Comput. 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	J	`jnl`	Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series. CoRR Nghia Duong-Trung, Stefan Born, Kiran Madhusudhanan, Randolf Scholz, Johannes Burchert, Danh Le Phuoc, Lars Schmidt-Thieme
2022	—	`conf`	U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. ECML/PKDD (6) Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme
2022	J	`jnl`	When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development. CoRR Nghia Duong-Trung, Stefan Born, Jong Woo Kim, Marie-Therese Schermeyer, Katharina Paulick, Maxim Borisyak, Ernesto C. Martínez, Mariano Nicolás Cruz Bournazou, Thorben Werner, Randolf Scholz, Lars Schmidt-Thieme, Peter Neubauer
2021	—	`conf`	Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks. RICE Nghia Duong-Trung, Dung Ngoc Le Ha, Hiep Xuan Huynh
2021	—	`conf`	Pesticide Label Detection Using Bounding Prediction-Based Deep Convolutional Networks. FDSE An C. Tran, Hung Thanh Nguyen, Van Long Nguyen Huu, Nghia Duong-Trung
2021	—	`conf`	Toward a Design of Blood Donation Management by Blockchain Technologies. ICCSA (8) Nga Quynh Thi Tang, Ha Xuan Son, Hai Trieu Le, Hung Nguyen Duc Huy, Hong Khanh Vo, Huong Hoang Luong, Khoi Nguyen Huynh Tuan, Tuan Dao Anh, The Anh Nguyen, Nghia Duong-Trung
2021	J	`jnl`	Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. CoRR Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme
2020	—	`conf`	Analysis of Atmospheric Quality based on Cellular Automata Simulation. ICIIT Hiep Xuan Huynh, Phuoc Thanh Luu, Huong Hoang Luong, Nghia Duong-Trung, Thai Minh Truong, Nga Quynh Thi Tang, Tu Cam Thi Tran
2020	—	`conf`	Automatic Keywords-based Classification of Vietnamese Texts. RIVF Hao Tuan Huynh, Nghia Duong-Trung, Ha Xuan Son, Nga Quynh Thi Tang, Hiep Xuan Huynh, Quoc Dinh Truong
2020	J	`jnl`	BPH Sensor Network Optimization Based on Cellular Automata and Honeycomb Structure. Mob. Networks Appl. Hiep Xuan Huynh, Huy Quang Dang, Huong Hoang Luong, Linh My Thi Ong, Nghia Duong-Trung, Toan Phung Huynh, Van-Huy Pham, Bernard Pottier
2020	—	`conf`	Collaborative Filtering Recommendation Based on Statistical Implicative Analysis. ICCCI (CCIS Volume) Hiep Xuan Huynh, Nghia Quoc Phan, Nghia Duong-Trung, Ha Thu Thi Nguyen
2020	B	`conf`	DeM-CoD: Novel Access-Control-Based Cash on Delivery Mechanism for Decentralized Marketplace. TrustCom Ha Xuan Son, Hai Trieu Le, Nadia Metoui, Nghia Duong-Trung
2020	—	`conf`	Movie Recommender Systems Made Through Tag Interpolation. ICMLSC Quynh Nhut Nguyen, Nghia Duong-Trung, Dung Ngoc Le Ha, Ha Xuan Son, Tan Tai Phan, Hien Xuan Pham, Hiep Xuan Huynh
2020	—	`conf`	On Components of a Patient-centered Healthcare System Using Smart Contract. ICCSP Nghia Duong-Trung, Ha Xuan Son, Hai Trieu Le, Tan Tai Phan
2020	—	`conf`	Real-time Recognition of Medicinal Plant Leaves Using Bounding-box Based Models. ACOMP An C. Tran, Nguyen Thi Nhu Y, Phung Kim Thoa, Nghi C. Tran, Nghia Duong-Trung
2020	—	`conf`	Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks. FDSE (CCIS Volume) An C. Tran, Nghi C. Tran, Nghia Duong-Trung
2020	—	`conf`	Scrutinizing Trust and Transparency in Cash on Delivery Systems. SpaCCS Ha Xuan Son, Hai Trieu Le, Tan Tai Phan, Hung Nguyen Duc Huy, Hong Khanh Vo, Nghia Duong-Trung
2020	—	`conf`	Simulating Mangroves Rehabilitation with Cellular Automata. ICMLSC Hiep Xuan Huynh, Tin Trung Dang, Linh My Thi Ong, Huong Hoang Luong, Nghia Duong-Trung, Tai Tan Phan, Bernard Pottier
2020	—	`conf`	Smart Care: Integrating Blockchain Technology into the Design of Patient-centered Healthcare Systems. ICCSP Nghia Duong-Trung, Ha Xuan Son, Hai Trieu Le, Tan Tai Phan
2020	—	`conf`	Toward a Blockchain-Based Technology in Dealing with Emergencies in Patient-Centered Healthcare Systems. MSPN Ha Xuan Son, Hai Trieu Le, Nga Quynh Thi Tang, Hung Nguyen Duc Huy, Nghia Duong-Trung, Huong Hoang Luong
2019	—	`conf`	A Combination of Transfer Learning and Deep Learning for Medicinal Plant Classification. ICIIT Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen
2019	—	`conf`	Blueprinting the Workflow of Medical Diagnosis through the Lens of Machine Learning Perspective. ACOMP Nghia Duong-Trung, Xuan Nguyen Hoang, Trinh Bui Thi Tu, Ky Nguyen Minh, Van Ut Tran, Tien-Dao Luu
2019	—	`conf`	Classification of Grain Discoloration via Transfer Learning and Convolutional Neural Networks. ICMLSC Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen
2019	—	`conf`	Clustering Stability via Concept-based Nonnegative Matrix Factorization. ICMLSC Nghia Duong-Trung, Minh-Hoang Nguyen, Hanh T. H. Nguyen
2019	J	`jnl`	Distributed Framework for Automating Opinion Discretization From Text Corpora on Facebook. IEEE Access Hiep Xuan Huynh, Vu Tuan Nguyen, Nghia Duong-Trung, Van-Huy Pham, Cang Thuong Phan
2019	—	`conf`	Recommending the Workflow of Vietnamese Sign Language Translation via a Comparison of Several Classification Algorithms. PACLING Luyl-Da Quach, Nghia Duong-Trung, Anh-Van Vu, Chi-Ngon Nguyen
2017	—	`conf`	Finding Hierarchy of Topics from Twitter Data. LWDA Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme
2017	A	`conf`	On Discovering the Number of Document Topics via Conceptual Latent Space. CIKM Nghia Duong-Trung, Lars Schmidt-Thieme
2016	J	`jnl`	Bank Card Usage Prediction Exploiting Geolocation Information. CoRR Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme
2016	—	`conf`	Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream. LWDA Nghia Duong-Trung, Nicolas Schilling, Lucas Drumond, Lars Schmidt-Thieme
2016	A	`conf`	Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression. CIKM Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme
2015	—	`conf`	Geo_ML @ MediaEval Placing Task 2015. MediaEval Nghia Duong-Trung, Martin Wistuba, Lucas Rêgo Drumond, Lars Schmidt-Thieme