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2020 – today
- 2024
[j9]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)- [j8]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) - [j7]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: 101017 (2024) - [c36]Rahul Rajkumar Bhoyar, Xia Wang, Nghia Duong-Trung:
KaggleGPT: Prompt-based Recommender System for Efficient Dataset Discovery. DELFI Workshops 2024: 30 - [c35]Nghia Duong-Trung, Xia Wang, Milos Kravcík:
BloomLLM: Large Language Models Based Question Generation Combining Supervised Fine-Tuning and Bloom's Taxonomy. EC-TEL (2) 2024: 93-98 - [c34]Hitesh Kotte, Florian Daiber, Milos Kravcik, Nghia Duong-Trung:
FitSight: Tracking and Feedback Engine for Personalized Fitness Training. UMAP 2024: 223-231 - [c33]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 - 2023
- [j6]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) - [j5]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: 100997 (2023) - [c32]Nghia Duong-Trung, Duc-Manh Nguyen, Danh Le Phuoc:
Temporal Saliency Detection Towards Explainable Transformer-Based Timeseries Forecasting. ECAI Workshops (1) 2023: 250-268 - [c31]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: 56-63 - [c30]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: 64-70 - [c29]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: 705-710 - [c28]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: 126-140 - [c27]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: 16-28 - 2022
- [j4]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): 113 (2022) - [j3]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): 21-35 (2022) - [c26]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: 36-52 - [i4]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:
When Bioprocess Engineering Meets Machine Learning: A Survey from the Perspective of Automated Bioprocess Development. CoRR abs/2209.01083 (2022) - [i3]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 abs/2212.07771 (2022) - 2021
- [c25]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: 195-210 - [c24]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: 78-90 - [c23]Nghia Duong-Trung, Dung Ngoc Le Ha, Hiep Xuan Huynh:
Classification-Segmentation Pipeline for MRI via Transfer Learning and Residual Networks. RICE 2021: 39?43 - [i2]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 abs/2110.08255 (2021) - 2020
- [j2]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): 1140-1150 (2020) - [c22]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: 34-41 - [c21]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: 200-214 - [c20]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: 224-235 - [c19]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: 31-35 - [c18]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: 105-109 - [c17]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: 27-33 - [c16]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: 40-45 - [c15]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: 154-158 - [c14]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: 44-56 - [c13]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: 1-3 - [c12]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: 214-227 - [c11]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: 71-78
2010 – 2019
- 2019
- [j1]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: 78675-78684 (2019) - [c10]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: 23-26 - [c9]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: 83-90 - [c8]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: 27-32 - [c7]Nghia Duong-Trung, Minh-Hoang Nguyen, Hanh T. H. Nguyen:
Clustering Stability via Concept-based Nonnegative Matrix Factorization. ICMLSC 2019: 49-54 - [c6]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: 134-141 - 2017
- [c5]Nghia Duong-Trung, Lars Schmidt-Thieme:
On Discovering the Number of Document Topics via Conceptual Latent Space. CIKM 2017: 2051-2054 - [c4]Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme:
Finding Hierarchy of Topics from Twitter Data. LWDA 2017: 39 - 2016
- [c3]Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme:
Near Real-time Geolocation Prediction in Twitter Streams via Matrix Factorization Based Regression. CIKM 2016: 1973-1976 - [c2]Nghia Duong-Trung, Nicolas Schilling, Lucas Drumond, Lars Schmidt-Thieme:
Matrix Factorization for Near Real-time Geolocation Prediction in Twitter Stream. LWDA 2016: 89-100 - [i1]Martin Wistuba, Nghia Duong-Trung, Nicolas Schilling, Lars Schmidt-Thieme:
Bank Card Usage Prediction Exploiting Geolocation Information. CoRR abs/1610.03996 (2016) - 2015
- [c1]Nghia Duong-Trung, Martin Wistuba, Lucas Rêgo Drumond, Lars Schmidt-Thieme:
Geo_ML @ MediaEval Placing Task 2015. MediaEval 2015
Coauthor Index
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last updated on 2024-10-24 21:33 CEST by the dblp team
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