Nghia Duong-Trung

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 46

Top Topics

Transfer Learning

Healthcare Systems

Matrix Factorization

Top Venues

EAI Endorsed Trans. Ind. Networks Intell. Syst.

Publications

Hieu Duong-Trung, Nghia Duong-Trung
Integrating YOLOv8-agri and DeepSORT for Advanced Motion Detection in Agriculture and Fisheries. EAI Endorsed Trans. Ind. Networks Intell. Syst. 11 (1) (2024)
Abhishek Samanta, Hitesh Kotte, Patrick Handwerk, Khaleel Asyraaf Mat Sanusi, Mai Geisen, Milos Kravcik, Nghia Duong-Trung
IMPECT-POSE: A Complete Front-end and Back-end Architecture for Pose Tracking and Feedback. UMAP (Adjunct Publication) (2024)
Samer El Hajj Hassan, Nghia Duong-Trung
Machine Learning in Cybersecurity: Advanced Detection and Classification Techniques for Network Traffic Environments. EAI Endorsed Trans. Ind. Networks Intell. Syst. 11 (3) (2024)
Hiep Xuan Huynh, Bao Hoai Lam, Hung Vu Cong Le, Tam Thanh Le, Nghia Duong-Trung
Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color. Internet Things 25 (2024)
Hitesh Kotte, Florian Daiber, Milos Kravcik, Nghia Duong-Trung
FitSight: Tracking and Feedback Engine for Personalized Fitness Training. UMAP (2024)
Jan Schneider, Khaleel Asyraaf Mat Sanusi, Bibeg Limbu, Nghia Duong-Trung
Novices make more noise! But how can we listen to it?. MILeS@EC-TEL (2023)
Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le Phuoc
Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting. ECAI Workshops (1) (2023)
Hiep Xuan Huynh, Be Ut Lai, Nghia Duong-Trung, Thanh-Hai Nguyen, Cang Thuong Phan
Modeling population dynamics for information dissemination through Facebook. Concurr. Comput. Pract. Exp. 35 (15) (2023)
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
In2P-Med: Toward the Individual Privacy Preferences Identity in the Medical Web Apps. ICWE (2023)
Matteo Orsoni, Alexander Pögelt, Nghia Duong-Trung, Mariagrazia Benassi, Milos Kravcik, Martin Grüttmüller
Recommending Mathematical Tasks Based on Reinforcement Learning and Item Response Theory. ITS (2023)
Nghia Duong-Trung, Hitesh Kotte, Milos Kravcík
Augmented Intelligence in Tutoring Systems: A Case Study in Real-Time Pose Tracking to Enhance the Self-learning of Fitness Exercises. EC-TEL (2023)
Hitesh Kotte, Milos Kravcík, Nghia Duong-Trung
Real-Time Posture Correction in Gym Exercises: A Computer Vision-Based Approach for Performance Analysis, Error Classification and Feedback. MILeS@EC-TEL (2023)
Hiep Xuan Huynh, Anh Tuan Trinh, Nhan Phuc Nguyen, Tu Tran Lam, Nghia Duong-Trung
Monitoring and control system of environmental parameters in swiftlet houses. Internet Things 24 (2023)
Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme
U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. ECML/PKDD (6) (2022)
Hai Trieu Le, Tran Thanh Lam Nguyen, Tuan Anh Nguyen, Ha Xuan Son, Nghia Duong-Trung
BloodChain: A Blood Donation Network Managed by Blockchain Technologies. Network 2 (1) (2022)
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
Medical-Waste Chain: A Medical Waste Collection, Classification and Treatment Management by Blockchain Technology. Comput. 11 (7) (2022)
Nghia Duong-Trung, Stefan Born, Jong Woo Kim, Marie-Therese Schermeyer, Katharina Paulick, Maxim Borisyak, Ernesto Martinez, Mariano Nicolás Cruz Bournazou, Thorben Werner, Randolf Scholz, Lars Schmidt-Thieme, Peter Neubauer
When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development. CoRR (2022)
Nghia Duong-Trung, Stefan Born, Kiran Madhusudhanan, Randolf Scholz, Johannes Burchert, Danh Le Phuoc, Lars Schmidt-Thieme
Put Attention to Temporal Saliency Patterns of Multi-Horizon Time Series. CoRR (2022)
An C. Tran, Hung Thanh Nguyen, Van Long Nguyen Huu, Nghia Duong-Trung
Pesticide Label Detection Using Bounding Prediction-Based Deep Convolutional Networks. FDSE (2021)
Nghia Duong-Trung, Dung Ngoc Le Ha, Hiep Xuan Huynh
Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks. RICE (2021)
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
Toward a Design of Blood Donation Management by Blockchain Technologies. ICCSA (8) (2021)
Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme
Yformer: U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting. CoRR (2021)
An C. Tran, Nghi C. Tran, Nghia Duong-Trung
Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks. FDSE (CCIS Volume) (2020)
An C. Tran, Nguyen Thi Nhu Y, Phung Kim Thoa, Nghi C. Tran, Nghia Duong-Trung
Real-time Recognition of Medicinal Plant Leaves Using Bounding-box Based Models. ACOMP (2020)
Ha Xuan Son, Hai Trieu Le, Nadia Metoui, Nghia Duong-Trung
DeM-CoD: Novel Access-Control-Based Cash on Delivery Mechanism for Decentralized Marketplace. TrustCom (2020)
Hao Tuan Huynh, Nghia Duong-Trung, Ha Xuan Son, Nga Quynh Thi Tang, Hiep Xuan Huynh, Quoc Dinh Truong
Automatic Keywords-based Classification of Vietnamese Texts. RIVF (2020)
Ha Xuan Son, Hai Trieu Le, Nga Quynh Thi Tang, Hung Nguyen Duc Huy, Nghia Duong-Trung, Huong Hoang Luong
Toward a Blockchain-Based Technology in Dealing with Emergencies in Patient-Centered Healthcare Systems. MSPN (2020)
Nghia Duong-Trung, Ha Xuan Son, Hai Trieu Le, Tan Tai Phan
Smart Care: Integrating Blockchain Technology into the Design of Patient-centered Healthcare Systems. ICCSP (2020)
Quynh Nhut Nguyen, Nghia Duong-Trung, Dung Ngoc Le Ha, Ha Xuan Son, Tan Tai Phan, Hien Xuan Pham, Hiep Xuan Huynh
Movie Recommender Systems Made Through Tag Interpolation. ICMLSC (2020)
Nghia Duong-Trung, Ha Xuan Son, Hai Trieu Le, Tan Tai Phan
On Components of a Patient-centered Healthcare System Using Smart Contract. ICCSP (2020)
Hiep Xuan Huynh, Phuoc Thanh Luu, Huong Hoang Luong, Nghia Duong-Trung, Thai Minh Truong, Nga Quynh Thi Tang, Tu Cam Thi Tran
Analysis of Atmospheric Quality based on Cellular Automata Simulation. ICIIT (2020)
Hiep Xuan Huynh, Huy Quang Dang, Huong Hoang Luong, Linh My Thi Ong, Nghia Duong-Trung, Toan Phung Huynh, Van-Huy Pham, Bernard Pottier
BPH Sensor Network Optimization Based on Cellular Automata and Honeycomb Structure. Mob. Networks Appl. 25 (3) (2020)
Hiep Xuan Huynh, Tin Trung Dang, Linh My Thi Ong, Huong Hoang Luong, Nghia Duong-Trung, Tai Tan Phan, Bernard Pottier
Simulating Mangroves Rehabilitation with Cellular Automata. ICMLSC (2020)
Ha Xuan Son, Hai Trieu Le, Tan Tai Phan, Hung Nguyen Duc Huy, Hong Khanh Vo, Nghia Duong-Trung
Scrutinizing Trust and Transparency in Cash on Delivery Systems. SpaCCS (2020)
Hiep Xuan Huynh, Nghia Quoc Phan, Nghia Duong-Trung, Ha Thu Thi Nguyen
Collaborative Filtering Recommendation Based on Statistical Implicative Analysis. ICCCI (CCIS Volume) (2020)
Nghia Duong-Trung, Xuan Nguyen Hoang, Trinh Bui Thi Tu, Ky Nguyen Minh, Van Ut Tran, Tien-Dao Luu
Blueprinting the Workflow of Medical Diagnosis through the Lens of Machine Learning Perspective. ACOMP (2019)
Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen
A Combination of Transfer Learning and Deep Learning for Medicinal Plant Classification. ICIIT (2019)
Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen
Classification of Grain Discoloration via Transfer Learning and Convolutional Neural Networks. ICMLSC (2019)
Nghia Duong-Trung, Minh-Hoang Nguyen, Hanh T. H. Nguyen
Clustering Stability via Concept-based Nonnegative Matrix Factorization. ICMLSC (2019)
Luyl-Da Quach, Nghia Duong-Trung, Anh-Van Vu, Chi-Ngon Nguyen
Recommending the Workflow of Vietnamese Sign Language Translation via a Comparison of Several Classification Algorithms. PACLING (2019)
Hiep Xuan Huynh, Vu Tuan Nguyen, Nghia Duong-Trung, Van-Huy Pham, Cang Thuong Phan
Distributed Framework for Automating Opinion Discretization From Text Corpora on Facebook. IEEE Access 7 (2019)
Nghia Duong-Trung, Lars Schmidt-Thieme
On Discovering the Number of Document Topics via Conceptual Latent Space. CIKM (2017)
Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme
Finding Hierarchy of Topics from Twitter Data. LWDA (2017)
Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme
Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression. CIKM (2016)
Nghia Duong-Trung, Nicolas Schilling, Lucas Drumond, Lars Schmidt-Thieme
Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream. LWDA (2016)
Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme
Bank Card Usage Prediction Exploiting Geolocation Information. CoRR (2016)
Nghia Duong-Trung, Martin Wistuba, Lucas Rêgo Drumond, Lars Schmidt-Thieme
Geo_ML @ MediaEval Placing Task 2015. MediaEval (2015)