Geo_ML @ MediaEval Placing Task 2015. - Nghia Duong-Trung; Martin Wistuba; Lucas Rêgo Drumond; Lars Schmidt-Thieme (MediaEval, 2015)

Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression. - Nghia Duong-Trung; Nicolas Schilling; Lars Schmidt-Thieme (CIKM, 2016)

Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream. - Nghia Duong-Trung; Nicolas Schilling; Lucas Drumond; Lars Schmidt-Thieme (LWDA, 2016)

Bank Card Usage Prediction Exploiting Geolocation Information. - Martin Wistuba; Nghia Duong-Trung; Nicolas Schilling; Lars Schmidt-Thieme (CoRR, 2016)

On Discovering the Number of Document Topics via Conceptual Latent Space. - Nghia Duong-Trung; Lars Schmidt-Thieme (CIKM, 2017)

Finding Hierarchy of Topics from Twitter Data. - Nghia Duong-Trung; Nicolas Schilling; Lars Schmidt-Thieme (LWDA, 2017)

Blueprinting the Workflow of Medical Diagnosis through the Lens of Machine Learning Perspective. - Nghia Duong-Trung; Xuan Nguyen Hoang; Trinh Bui Thi Tu; Ky Nguyen Minh; Van Ut Tran; Tien-Dao Luu (ACOMP, 2019)

A Combination of Transfer Learning and Deep Learning for Medicinal Plant Classification. - Nghia Duong-Trung; Luyl-Da Quach; Minh-Hoang Nguyen; Chi-Ngon Nguyen (ICIIT, 2019)

Clustering Stability via Concept-based Nonnegative Matrix Factorization. - Nghia Duong-Trung; Minh-Hoang Nguyen; Hanh T. H. Nguyen (ICMLSC, 2019)

Classification of Grain Discoloration via Transfer Learning and Convolutional Neural Networks. - Nghia Duong-Trung; Luyl-Da Quach; Minh-Hoang Nguyen; Chi-Ngon Nguyen (ICMLSC, 2019)

Recommending the Workflow of Vietnamese Sign Language Translation via a Comparison of Several Classification Algorithms. - Luyl-Da Quach; Nghia Duong-Trung; Anh-Van Vu; Chi-Ngon Nguyen (PACLING, 2019)

Distributed Framework for Automating Opinion Discretization From Text Corpora on Facebook. - Hiep Xuan Huynh 001; Vu Tuan Nguyen; Nghia Duong-Trung; Van-Huy Pham 001; Cang Thuong Phan (IEEE Access, 2019)

Real-time Recognition of Medicinal Plant Leaves Using Bounding-box Based Models. - An C. Tran; Nguyen Thi Nhu Y; Phung Kim Thoa; Nghi C. Tran; Nghia Duong-Trung (ACOMP, 2020)

Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks. - An C. Tran; Nghi C. Tran; Nghia Duong-Trung (FDSE (CCIS Volume), 2020)

Collaborative Filtering Recommendation Based on Statistical Implicative Analysis. - Hiep Xuan Huynh 001; Nghia Quoc Phan; Nghia Duong-Trung; Ha Thu Thi Nguyen (ICCCI (CCIS Volume), 2020)

On Components of a Patient-centered Healthcare System Using Smart Contract. - Nghia Duong-Trung; Ha Xuan Son; Hai Trieu Le; Tan Tai Phan (ICCSP, 2020)

Smart Care: Integrating Blockchain Technology into the Design of Patient-centered Healthcare Systems. - Nghia Duong-Trung; Ha Xuan Son; Hai Trieu Le; Tan Tai Phan (ICCSP, 2020)

Analysis of Atmospheric Quality based on Cellular Automata Simulation. - Hiep Xuan Huynh 001; Phuoc Thanh Luu; Huong Hoang Luong; Nghia Duong-Trung; Thai Minh Truong; Nga Quynh Thi Tang; Tu Cam Thi Tran (ICIIT, 2020)

Simulating Mangroves Rehabilitation with Cellular Automata. - Hiep Xuan Huynh 001; Tin Trung Dang; Linh My Thi Ong; Huong Hoang Luong; Nghia Duong-Trung; Tai Tan Phan; Bernard Pottier (ICMLSC, 2020)

Movie Recommender Systems Made Through Tag Interpolation. - Quynh Nhut Nguyen; Nghia Duong-Trung; Dung Ngoc Le Ha; Ha Xuan Son; Tan Tai Phan; Hien Xuan Pham; Hiep Xuan Huynh 001 (ICMLSC, 2020)

Toward a Blockchain-Based Technology in Dealing with Emergencies in Patient-Centered Healthcare Systems. - Ha Xuan Son; Hai Trieu Le; Nga Quynh Thi Tang; Hung Nguyen Duc Huy; Nghia Duong-Trung; Huong Hoang Luong (MSPN, 2020)

Automatic Keywords-based Classification of Vietnamese Texts. - Hao Tuan Huynh; Nghia Duong-Trung; Ha Xuan Son; Nga Quynh Thi Tang; Hiep Xuan Huynh 001; Quoc Dinh Truong (RIVF, 2020)

Scrutinizing Trust and Transparency in Cash on Delivery Systems. - Ha Xuan Son; Hai Trieu Le; Tan Tai Phan; Hung Nguyen Duc Huy; Hong Khanh Vo; Nghia Duong-Trung (SpaCCS, 2020)

DeM-CoD: Novel Access-Control-Based Cash on Delivery Mechanism for Decentralized Marketplace. - Ha Xuan Son; Hai Trieu Le; Nadia Metoui; Nghia Duong-Trung (TrustCom, 2020)

BPH Sensor Network Optimization Based on Cellular Automata and Honeycomb Structure. - Hiep Xuan Huynh 001; Huy Quang Dang; Huong Hoang Luong; Linh My Thi Ong; Nghia Duong-Trung; Toan Phung Huynh; Van-Huy Pham 001; Bernard Pottier (Mob. Networks Appl., 2020)

Pesticide Label Detection Using Bounding Prediction-Based Deep Convolutional Networks. - An C. Tran; Hung Thanh Nguyen; Van Long Nguyen Huu 001; Nghia Duong-Trung (FDSE, 2021)

Toward a Design of Blood Donation Management by Blockchain Technologies. - 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 (ICCSA (8), 2021)

Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks. - Nghia Duong-Trung; Dung Ngoc Le Ha; Hiep Xuan Huynh 001 (RICE, 2021)

Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. - Kiran Madhusudhanan; Johannes Burchert; Nghia Duong-Trung; Stefan Born; Lars Schmidt-Thieme (CoRR, 2021)

U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. - Kiran Madhusudhanan; Johannes Burchert; Nghia Duong-Trung; Stefan Born; Lars Schmidt-Thieme (ECML/PKDD (6), 2022)

Medical-Waste Chain: A Medical Waste Collection, Classification and Treatment Management by Blockchain Technology. - 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; et al. (Comput., 2022)

When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development. - 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 (CoRR, 2022)

Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series. - Nghia Duong-Trung; Stefan Born; Kiran Madhusudhanan; Randolf Scholz; Johannes Burchert; Danh Le Phuoc; Lars Schmidt-Thieme (CoRR, 2022)

BloodChain: A Blood Donation Network Managed by Blockchain Technologies. - Hai Trieu Le; Tran Thanh Lam Nguyen; Tuan Anh Nguyen; Ha Xuan Son; Nghia Duong-Trung (Network, 2022)

Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting. - Nghia Duong-Trung; Duc-Manh Nguyen; Danh Le Phuoc (ECAI Workshops (1), 2023)

Novices make more noise! But how can we listen to it?. - Jan Schneider 001; Khaleel Asyraaf Mat Sanusi; Bibeg Limbu; Nghia Duong-Trung (MILeS@EC-TEL, 2023)

Augmented Intelligence in Tutoring Systems: A Case Study in Real-Time Pose Tracking to Enhance the Self-learning of Fitness Exercises. - Nghia Duong-Trung; Hitesh Kotte; Milos Kravcík (EC-TEL, 2023)

Real-Time Posture Correction in Gym Exercises: A Computer Vision-Based Approach for Performance Analysis, Error Classification and Feedback. - Hitesh Kotte; Milos Kravcík; Nghia Duong-Trung (MILeS@EC-TEL, 2023)

In2P-Med: Toward the Individual Privacy Preferences Identity in the Medical Web Apps. - 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; et al. (ICWE, 2023)

Recommending Mathematical Tasks Based on Reinforcement Learning and Item Response Theory. - Matteo Orsoni; Alexander Pögelt; Nghia Duong-Trung; Mariagrazia Benassi; Milos Kravcik; Martin Grüttmüller (ITS, 2023)

Modeling population dynamics for information dissemination through Facebook. - Hiep Xuan Huynh 001; Be Ut Lai; Nghia Duong-Trung; Thanh-Hai Nguyen 001; Cang Thuong Phan (Concurr. Comput. Pract. Exp., 2023)

Monitoring and control system of environmental parameters in swiftlet houses. - Hiep Xuan Huynh 001; Anh Tuan Trinh; Nhan Phuc Nguyen; Tu Tran Lam; Nghia Duong-Trung (Internet Things, 2023)

KaggleGPT: Prompt-based Recommender System for Efficient Dataset Discovery. - Rahul Rajkumar Bhoyar; Xia Wang 003; Nghia Duong-Trung (DELFI Workshops, 2024)

BloomLLM: Large Language Models Based Question Generation Combining Supervised Fine-Tuning and Bloom's Taxonomy. - Nghia Duong-Trung; Xia Wang 003; Milos Kravcík (EC-TEL (2), 2024)

Visual and Tactile Information Provision in Golf: Conceptualization of a Training Application Incorporating Wearable Devices and Extended Reality. - Mai Geisen; Abhishek Samanta; Khaleel Asyraaf Mat Sanusi; Nghia Duong-Trung; Milos Kravcík; Stefanie Klatt (ITHET, 2024)

Analyzing Exercise Repetitions: YOLOv8-Enhanced Dynamic Time Warping Approach on InfiniteRep Dataset. - Michal Slupczynski; Aleksandra Nekhviadovich; Nghia Duong-Trung; Stefan Decker (iWOAR, 2024)

FitSight: Tracking and Feedback Engine for Personalized Fitness Training. - Hitesh Kotte; Florian Daiber; Milos Kravcik; Nghia Duong-Trung (UMAP, 2024)

IMPECT-POSE: A Complete Front-end and Back-end Architecture for Pose Tracking and Feedback. - Abhishek Samanta; Hitesh Kotte; Patrick Handwerk; Khaleel Asyraaf Mat Sanusi; Mai Geisen; Milos Kravcik; Nghia Duong-Trung (UMAP (Adjunct Publication), 2024)

Integrating YOLOv8-agri and DeepSORT for Advanced Motion Detection in Agriculture and Fisheries. - Hieu Duong-Trung; Nghia Duong-Trung (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2024)

Machine Learning in Cybersecurity: Advanced Detection and Classification Techniques for Network Traffic Environments. - Samer El Hajj Hassan; Nghia Duong-Trung (EAI Endorsed Trans. Ind. Networks Intell. Syst., 2024)

Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color. - Hiep Xuan Huynh 001; Bao Hoai Lam; Hung Vu Cong Le; Tam Thanh Le; Nghia Duong-Trung (Internet Things, 2024)

Kompagnon für das Verfassen von Hausarbeiten. - Nghia Duong-Trung; Xia Wang 003; Rahul Rajkumar Bhoyar; Angelin Mary Jose; Silke Wrede; Lars van Rijn; Theresa Panse; Claudia de Witt; Niels Pinkwart (DeLFI, 2025)

Knowledge Scaffolding Recommendation System for Supervising Term Papers. - Nghia Duong-Trung; Xia Wang 003; Rahul Rajkumar Bhoyar; Angelin Mary Jose; Silke Wrede; Lars van Rijn; Theresa Panse; Claudia de Witt; Niels Pinkwart (EC-TE (1), 2025)

Time-Series Grid Encoding of Eye-Tracking Data for Explainable AI in Dyslexia Detection. - Linh Le; Quoc Toan Nguyen; Nghia Duong-Trung; David Williams-King (ETRA, 2025)

Predicting Progression from Mild Cognitive Impairment to Alzheimer's Using an AI-Based Multimodal Approach. - Quoc-Toan Nguyen; Nghia Duong-Trung (PAKDD (Workshops), 2025)

SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts-Extended Version. - Nghiem Thanh Pham; Tung Kieu; Duc-Manh Nguyen; Ha Xuan Son; Nghia Duong-Trung; Danh Le Phuoc (CoRR, 2025)