Nghia Duong-Trung

According to our database, Nghia Duong-Trung authored at least 49 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Design of an IoT ultrasonic-vision based system for automatic fruit sorting utilizing size and color.

Hiep Xuan Huynh, Bao Hoai Lam, Hung Vu Cong Le, Tam Thanh Le, Nghia Duong-Trung

Internet Things, April, 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

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

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

Proceedings of the Adjunct Proceedings of the 32nd ACM Conference on User Modeling, 2024

FitSight: Tracking and Feedback Engine for Personalized Fitness Training.

Hitesh Kotte, Florian Daiber, Milos Kravcik, Nghia Duong-Trung

Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization, 2024

BloomLLM: Large Language Models Based Question Generation Combining Supervised Fine-Tuning and Bloom's Taxonomy.

Nghia Duong-Trung, Xia Wang, Milos Kravcík

Proceedings of the Technology Enhanced Learning for Inclusive and Equitable Quality Education, 2024

KaggleGPT: Prompt-based Recommender System for Efficient Dataset Discovery.

Rahul Rajkumar Bhoyar, Xia Wang, Nghia Duong-Trung

Proceedings of DELFI Workshops 2024, Fulda, Germany, September 9-11, 2024, 2024

2023

Monitoring and control system of environmental parameters in swiftlet houses.

Hiep Xuan Huynh, Anh Tuan Trinh, Nhan Phuc Nguyen, Tu Tran Lam, Nghia Duong-Trung

Internet Things, December, 2023

Modeling population dynamics for information dissemination through Facebook.

Hiep Xuan Huynh, Be Ut Lai, Nghia Duong-Trung, Thanh-Hai Nguyen, Cang Thuong Phan

Concurr. Comput. Pract. Exp., 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

Proceedings of the Augmented Intelligence and Intelligent Tutoring Systems, 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, Bang K. Nguyen, Nghia Duong-Trung

Proceedings of the Web Engineering - 23rd International Conference, 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

Proceedings of the Third International Workshop on Multimodal Immersive Learning Systems (MILeS 2023) At the Eighteenth European Conference on Technology Enhanced Learning (EC-TEL 2023), 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

Proceedings of the Responsive and Sustainable Educational Futures, 2023

Novices make more noise! But how can we listen to it?.

Jan Schneider, Khaleel Asyraaf Mat Sanusi, Bibeg Limbu, Nghia Duong-Trung

Proceedings of the Third International Workshop on Multimodal Immersive Learning Systems (MILeS 2023) At the Eighteenth European Conference on Technology Enhanced Learning (EC-TEL 2023), 2023

Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting.

Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le Phuoc

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

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

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

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

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, Nghia Duong-Trung

Comput., 2022

U-Net Inspired Transformer Architecture for Far Horizon Time Series Forecasting.

Kiran Madhusudhanan, Johannes Burchert, Nghia Duong-Trung, Stefan Born, Lars Schmidt-Thieme

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

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

Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks.

Nghia Duong-Trung, Dung Ngoc Le Ha, Hiep Xuan Huynh

Proceedings of the Sixth International Conference on Research in Intelligent and Computing, 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

Proceedings of the Computational Science and Its Applications - ICCSA 2021, 2021

Pesticide Label Detection Using Bounding Prediction-Based Deep Convolutional Networks.

An C. Tran, Hung Thanh Nguyen, Van Long Nguyen Huu, Nghia Duong-Trung

Proceedings of the Future Data and Security Engineering - 8th International Conference, 2021

2020

BPH Sensor Network Optimization Based on Cellular Automata and Honeycomb Structure.

Hiep Xuan Huynh, Huy Quang Dang, Huong Hoang Luong, Linh My Thi Ong, Nghia Duong-Trung, Toan Phung Huynh, Van-Huy Pham, Bernard Pottier

Mob. Networks Appl., 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

Proceedings of the 19th IEEE International Conference on Trust, 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

Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2020

Automatic Keywords-based Classification of Vietnamese Texts.

Hao Tuan Huynh, Nghia Duong-Trung, Ha Xuan Son, Nga Quynh Thi Tang, Hiep Xuan Huynh, Quoc Dinh Truong

Proceedings of the 2020 RIVF International Conference on Computing and Communication Technologies, 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

Proceedings of the Mobile, Secure, and Programmable Networking, 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

Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Simulating Mangroves Rehabilitation with Cellular Automata.

Hiep Xuan Huynh, Tin Trung Dang, Linh My Thi Ong, Huong Hoang Luong, Nghia Duong-Trung, Tai Tan Phan, Bernard Pottier

Proceedings of the ICMLSC 2020: The 4th International Conference on Machine Learning and Soft Computing, 2020

Analysis of Atmospheric Quality based on Cellular Automata Simulation.

Hiep Xuan Huynh, Phuoc Thanh Luu, Huong Hoang Luong, Nghia Duong-Trung, Thai Minh Truong, Nga Quynh Thi Tang, Tu Cam Thi Tran

Proceedings of the ICIIT 2020: 5th International Conference on Intelligent Information Technology, 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

Proceedings of the ICCSP 2020: 4th International Conference on Cryptography, 2020

On Components of a Patient-centered Healthcare System Using Smart Contract.

Nghia Duong-Trung, Ha Xuan Son, Hai Trieu Le, Tan Tai Phan

Proceedings of the ICCSP 2020: 4th International Conference on Cryptography, 2020

Collaborative Filtering Recommendation Based on Statistical Implicative Analysis.

Hiep Xuan Huynh, Nghia Quoc Phan, Nghia Duong-Trung, Ha Thu Thi Nguyen

Proceedings of the Advances in Computational Collective Intelligence, 2020

Recognition and Quantity Estimation of Pastry Images Using Pre-training Deep Convolutional Networks.

An C. Tran, Nghi C. Tran, Nghia Duong-Trung

Proceedings of the Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications, 2020

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

Proceedings of the International Conference on Advanced Computing and Applications, 2020

2019

Distributed Framework for Automating Opinion Discretization From Text Corpora on Facebook.

Hiep Xuan Huynh, Vu Tuan Nguyen, Nghia Duong-Trung, Van-Huy Pham, Cang Thuong Phan

IEEE Access, 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

Proceedings of the Computational Linguistics, 2019

Classification of Grain Discoloration via Transfer Learning and Convolutional Neural Networks.

Nghia Duong-Trung, Luyl-Da Quach, Minh-Hoang Nguyen, Chi-Ngon Nguyen

Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 2019

Clustering Stability via Concept-based Nonnegative Matrix Factorization.

Nghia Duong-Trung, Minh-Hoang Nguyen, Hanh T. H. Nguyen

Proceedings of the 3rd International Conference on Machine Learning and Soft Computing, 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

Proceedings of the 2019 4th International Conference on Intelligent Information Technology, 2019

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

Proceedings of the 2019 International Conference on Advanced Computing and Applications, 2019

2017

Finding Hierarchy of Topics from Twitter Data.

Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme

Proceedings of the Lernen, 2017

On Discovering the Number of Document Topics via Conceptual Latent Space.

Nghia Duong-Trung, Lars Schmidt-Thieme

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Bank Card Usage Prediction Exploiting Geolocation Information.

Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme

CoRR, 2016

Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream.

Nghia Duong-Trung, Nicolas Schilling, Lucas Drumond, Lars Schmidt-Thieme

Proceedings of the Conference "Lernen, 2016

Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression.

Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Geo_ML @ MediaEval Placing Task 2015.

Nghia Duong-Trung, Martin Wistuba, Lucas Rêgo Drumond, Lars Schmidt-Thieme

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015