All Stories

  1. Federated learning for medical image analysis: Methods, challenges, and future directions

    Article • Advanced Engineering Informatics, November 2026, Elsevier

    Dr. Duc Ngoc Minh Dang

  2. DAAL: Dual Ambiguity in Active Learning for Object Detection with YOLOE

    Article • August 2026, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  3. GloMER: Towards Robust Multimodal Emotion Recognition via Gated Fusion and Contrastive Learning

    Article • August 2026, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  4. Enhancing handwritten mathematical expression recognition with convolutional block attention refinement module and multi-task learning

    Article • Journal of Information and Telecommunication, August 2026, Taylor & Francis

    Dr. Duc Ngoc Minh Dang

  5. Multi-domain Time Series Reconstruction with Frequency-Enhanced Transformers

    Article • July 2026, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  6. From object difficulty to image scoring: A strategy for active learning in object detection

    Article • Knowledge-Based Systems, June 2026, Elsevier

    Dr. Duc Ngoc Minh Dang

  7. Benchmarking DNA Foundation Models for Splice Site Prediction Across Varying Context Lengths

    Article • May 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  8. Swin Transformer V2 for Optical Chemical Structure Recognition: Comparison with Convolutional Neural Networks and Swin Transformer Variants

    Article • May 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  9. HQM-Net: A Hybrid Quantum-Classical Medical Imaging Architecture for Multi-Disease Classification Across Heterogeneous Modalities

    Article • March 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  10. SemiFedER: Semi-Supervised Federated Averaging for Multimodal Emotion Recognition

    Article • March 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  11. Enhancing multimodal emotion recognition with dynamic fuzzy membership and attention fusion

    Article • Engineering Applications of Artificial Intelligence, February 2026, Elsevier

    Dr. Duc Ngoc Minh Dang

  12. Multimodal fusion in speech emotion recognition: A comprehensive review of methods and technologies

    Article • Engineering Applications of Artificial Intelligence, January 2026, Elsevier

    Dr. Duc Ngoc Minh Dang

  13. ChemAligner-T5: A Unified Text-to-Molecule Model via Representation Alignment

    Article • January 2026, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  14. YOLOv5-Powered Smart Parking System with IoT-Based Real-Time Slot Monitoring

    Article • December 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  15. ALMUS: Enhancing Active Learning for Object Detection with Metric-Based Uncertainty Sampling

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  16. CemoBAM: Advancing Multimodal Emotion Recognition through Heterogeneous Graph Networks and Cross-Modal Attention Mechanisms

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  17. YOLO-Powered Traffic Sign Detection and OpenStreetMap Integration for Intelligent Navigation

    Article • September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  18. Mask CoMER: Enhancing Handwritten Mathematical Expression Recognition with Masked Language Pretraining and Regularization

    Article • September 2025, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  19. Enhancing IEEE 802.11ah Networks: A Spatial Multi-Channel MAC Protocol

    Article • Advances in Electrical and Electronic Engineering, June 2025, VSB - Technical University of Ostrava

    Dr. Duc Ngoc Minh Dang

  20. LLM-Guided Multi-Object Tracking: Enhancing Retail Insights with TempRMOT

    Article • March 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  21. Additive Angular Margin Loss for Federated Learning in Image Classification

    Article • January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  22. SwinTExCo: Exemplar-based video colorization using Swin Transformer

    Article • Expert Systems with Applications, January 2025, Elsevier

    Dr. Duc Ngoc Minh Dang

  23. SMixSL: The Smashed-Mixture Technique for Split Learning With Localizable Features

    Article • IEEE Transactions on Emerging Topics in Computational Intelligence, January 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  24. Improving Face Attendance Checking System with Ensemble Learning

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  25. Enhancing Speech Emotion Recognition Through Knowledge Distillation

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  26. Federated Learning with U-Net for Brain Tumor Segmentation: Impact of Client Numbers and Data Distribution

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  27. Towards Real-Time Vietnamese Traffic Sign Recognition on Embedded Systems

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  28. Voice-Based Age and Gender Recognition: A Comparative Study of LSTM, RezoNet and Hybrid CNNs-BiLSTM Architecture

    Article • October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  29. Vietnamese Traffic Sign Recognition Using Deep Learning

    Article • February 2024, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang, Minh Khanh Phan

  30. Innovative Multi-Modal Control for Surveillance Spider Robot: An Integration of Voice and Hand Gesture Recognition

    Article • February 2024, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang

  31. Deep Learning Based Attendance Check System At FPT University

    Article • February 2024, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang

  32. Deep Learning-Based Automated Cashier System for Bakeries

    Article • February 2024, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang

  33. MERSA: Multimodal Emotion Recognition with Self-Align Embedding

    Article • January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  34. CLIP-Prefix for Image Captioning and an Experiment on Blind Image Guessing

    Article • January 2024, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  35. CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  36. Performance Comparison in Traffic Sign Recognition Using Deep Learning

    Article • January 2024, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  37. Priority-Based Uplink Raw Slot Utilization in the IEEE 802.11ah Networks

    Article • January 2024, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  38. Speech Emotion Recognition: A Brief Review of Multi-modal Multi-task Learning Approaches

    Article • January 2024, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  39. Multi-Modal Fusion in Speech Emotion Recognition: A Comprehensive Review of Methods and Technologies

    Article • January 2024, Elsevier

    Dr. Duc Ngoc Minh Dang

  40. SER-Fuse: An Emotion Recognition Application Utilizing Multi-Modal, Multi-Lingual, and Multi-Feature Fusion

    Article • December 2023, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang, Le Phan

  41. Hybrid data augmentation and deep attention-based dilated convolutional-recurrent neural networks for speech emotion recognition

    Article • Expert Systems with Applications, November 2023, Elsevier

    Dr. Duc Ngoc Minh Dang, Sy Dzung Nguyen

  42. Comparative analysis of multi-loss functions for enhanced multi-modal speech emotion recognition

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  43. RBBA: ResNet - BERT - Bahdanau Attention for Image Caption Generator

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  44. Vitexco: Exemplar-based Video Colorization using Vision Transformer

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  45. A novel solution for energy-saving and lifetime-maximizing of LoRa wireless mesh networks

    Article • Journal of Information and Telecommunication, August 2023, Taylor & Francis

    Dr. Duc Ngoc Minh Dang

  46. Design and implementation of a VoIP PBX integrated Vietnamese virtual assistant: a case study

    Article • Journal of Information and Telecommunication, March 2023, Taylor & Francis

    Dr. Duc Ngoc Minh Dang

  47. Speech emotion recognition using overlapping sliding window and Shapley additive explainable deep neural network

    Article • Journal of Information and Telecommunication, March 2023, Taylor & Francis

    Dr. Duc Ngoc Minh Dang, Sy Dzung Nguyen

  48. Uplink registration-based MAC protocol for IEEE 802.11ah networks

    Article • February 2023, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang

  49. SERVER: Multi-modal Speech Emotion Recognition using Transformer-based and Vision-based Embeddings

    Article • February 2023, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang, Sy Dzung Nguyen

  50. Safety Is Our Friend: A Federated Learning Framework Toward Driver’s State and Behavior Detection

    Article • IEEE Transactions on Computational Social Systems, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  51. Multi-modal Speech Emotion Recognition: Improving Accuracy Through Fusion of VGGish and BERT Features with Multi-head Attention

    Article • January 2023, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  52. Performance Analysis of Distributed Learning in Edge Computing on Handwritten Digits Dataset

    Article • January 2023, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  53. Stabilizing and Enhancing Frequency Control of Power System Using Decentralized Observer-Based Sliding Mode Control

    Article • Journal of Control Automation and Electrical Systems, December 2022, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  54. Space-Frequency Diversity based MAC protocol for IEEE 802.11 ah networks

    Article • October 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  55. Vietnamese Scene Text Detection and Recognition using Deep Learning: An Empirical Study

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  56. Key Information Extraction from Mobile-Captured Vietnamese Receipt Images using Graph Neural Networks Approach

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  57. Safety Message Broadcast Reliability Enhancement MAC protocol in VANETs

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  58. Efficient Resource Allocation using Federated Learning in Cellular Networks

    Article • June 2022, ACM (Association for Computing Machinery)

    NGOC MINH DUC DANG, Dr. Duc Ngoc Minh Dang

  59. Design of a Soil Moisture Sensor for Application in a Smart Watering System

    Article • August 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  60. Cross-Modal Deep Neural Networks based Smartphone Authentication for Intelligent Things System

    Article • August 2021, ACM (Association for Computing Machinery)

    NGOC MINH DUC DANG, Dr. Duc Ngoc Minh Dang

  61. A Method upon Deep Learning for Speech Emotion Recognition

    Article • Journal of Advanced Engineering and Computation, December 2020, Ton Duc Thang University

    Dr. Duc Ngoc Minh Dang

  62. Predicting climate change using wireless sensor networks and machine learning

    Article • International Journal of Communication Systems, November 2020, Wiley

    Colin Caveney (Kudos Admin), Dr. Duc Ngoc Minh Dang

  63. Designing Efficient Smart Home Management with IoT Smart Lighting: A Case Study

    Article • Wireless Communications and Mobile Computing, November 2020, Hindawi Publishing Corporation

    Dr. Duc Ngoc Minh Dang

  64. An Extreme Power Saving Directional MAC Protocol in IEEE 802.11ah Networks

    Article • IET Networks, April 2020, the Institution of Engineering and Technology (the IET)

    NGOC MINH DUC DANG, Quynh Ngo, Dr. Duc Ngoc Minh Dang

  65. Waste Management System Using IoT-Based Machine Learning in University

    Article • Wireless Communications and Mobile Computing, February 2020, Hindawi Publishing Corporation

    Dr. Duc Ngoc Minh Dang

  66. An adaptive and cooperative MAC protocol in vehicular ad hoc network: design and performance analysis

    Article • International Journal of Ad Hoc and Ubiquitous Computing, January 2020, Inderscience Publishers

    Dr. Duc Ngoc Minh Dang

  67. An adaptive and cooperative MAC protocol in vehicular ad hoc network: design and performance analysis

    Article • International Journal of Ad Hoc and Ubiquitous Computing, January 2020, Inderscience Publishers

    Dr. Duc Ngoc Minh Dang

  68. A Novel Directional MAC in Restricted Access Window for IEEE 802.11ah Networks

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  69. High Throughput and Low Complexity Implementation for Uplink Scheme of 5G Technology

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  70. Flying Height Optimization for Unmanned Aerial Vehicles in Cellular - Flying Adhoc Network

    Article • Journal of Advanced Engineering and Computation, December 2018, Ton Duc Thang University

    Dr. Duc Ngoc Minh Dang

  71. Enhanced Self-sorting Based MAC Protocol for Vehicular Ad-Hoc Networks

    Article • November 2017, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  72. Analytical Study of the IEEE 1609.4 MAC in Vehicular Ad Hoc Networks

    Article • November 2017, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  73. A Dynamic Cooperative MAC Protocol for Vehicular Ad-hoc Networks

    Article • December 2016, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  74. Directional Multi-channel MAC for VANETs

    Article • December 2016, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  75. A QoE-based caching algorithm for HTTP adaptive streaming contents in radio access networks

    Article • July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  76. An efficient multi-channel MAC protocol for wireless ad hoc networks

    Article • Ad Hoc Networks, July 2016, Elsevier

    Dr. Duc Ngoc Minh Dang

  77. Multi-channel MAC Protocols and Power Control for Wireless Ad hoc Networks

    Article • May 2016, Wiley

    Dr. Duc Ngoc Minh Dang

  78. OMF-MAC: An Opportunistic Matched Filter-Based MAC in Cognitive Radio Networks

    Article • IEEE Transactions on Vehicular Technology, April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  79. A Multi-channel MAC Protocol with Power Control for Wireless Ad Hoc Networks

    Article • January 2016, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  80. A Cooperative — Efficient — Reliable MAC protocol for Vehicular Ad hoc Networks

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  81. A coalitional game approach for fractional cooperative caching in content-oriented networks

    Article • Computer Networks, February 2015, Elsevier

    Dr. Duc Ngoc Minh Dang

  82. Multi-channel MAC protocol with Directional Antennas in wireless ad hoc networks

    Article • January 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  83. A reliable multi-hop safety message broadcast in Vehicular Ad hoc Networks

    Article • September 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  84. A hybrid multi-channel MAC protocol for wireless ad hoc networks

    Article • Wireless Networks, August 2014, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  85. HER-MAC: A Hybrid Efficient and Reliable MAC for Vehicular Ad Hoc Networks

    Article • May 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  86. An Efficient and Reliable MAC in VANETs

    Article • IEEE Communications Letters, April 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  87. Power control under QoS and interference constraint in Femtocell cognitive networks

    Article • February 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  88. Mitigating starvation in wireless ad hoc networks

    Article • January 2014, ACM (Association for Computing Machinery)

    Dr. Duc Ngoc Minh Dang

  89. Performance Analysis of the IEEE 802.11p under Finite Traffic Conditions

    Article • January 2014, Springer Science + Business Media

    Dr. Duc Ngoc Minh Dang

  90. An Enhanced Multi-channel MAC for Vehicular Ad Hoc Networks

    Article • April 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  91. A SINR-Based MAC Protocol for Wireless Ad Hoc Networks

    Article • IEEE Communications Letters, December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  92. An Energy Efficient Multi-channel MAC Protocol for wireless ad hoc networks

    Article • December 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  93. An enhanced multi-channel MAC protocol for wireless ad hoc networks

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang

  94. H-MMAC: A hybrid multi-channel MAC protocol for wireless ad hoc networks

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Duc Ngoc Minh Dang