研究成果

每年研究成果 2005 2022 2023 2024 2025

• 42 Conference contribution
• 24 Article
• 3 Conference article
• 2 Review article

每年研究成果

每年研究成果

搜尋結果

• 2025

  Multi-level lag scheme significantly improves training efficiency in deep learning: a case study in air quality alert service over sub-tropical area

  Tam, B. C. M., Tang, S. K. & Cardoso, A., 12月 2025, 於: Journal of Big Data. 12, 1, 3.

  研究成果: Article › 同行評審

  開啟存取

  • Air Quality 100%
  • Deep Learning Method 100%
  • Artificial Neural Network 50%
• 2024

  A few-shot learning method for tobacco abnormality identification

  Lin, H., Qiang, Z., Tse, R., Tang, S. K. & Pau, G., 2024, 於: Frontiers in Plant Science. 15, 1333236.

  研究成果: Article › 同行評審

  開啟存取

  • Few-Shot Learning 100%
  • Solution and Solubility 100%
  • Feature Representation 100%
  • Gaussian Distribution 33%
  • Average Pooling 25%

• Automatic Tracking Based on Weighted Fusion Back Propagation in UWB for IoT Devices †

  Zhang, B., Shen, L., Yao, J., Wang, T., Tang, S. K. & Mirri, S., 2月 2024, 於: Sensors. 24, 4, 1257.

  研究成果: Article › 同行評審

  開啟存取

  • Internet of Things Device 100%
  • Ultra-Wideband 100%
  • back-propagation neural network 50%
  • Mobile Internet 50%
  • Disadvantaged Group 50%
  2 引文 斯高帕斯（Scopus）

• Decentralized Deep-Learning Approach for Lithium-Ion Batteries State of Health Forecasting Using Federated Learning

  Wong, K. L., Tse, R., Tang, S. K. & Pau, G., 2024, 於: IEEE Transactions on Transportation Electrification. 10, 4, p. 8199-8212 14 p.

  研究成果: Article › 同行評審

  • Lithium-Ion Batteries 100%
  • State of Health 100%
  • Learning Approach 100%
  • Deep Learning Method 100%
  • Forecasting Model 100%
  3 引文 斯高帕斯（Scopus）

• Energy-efficient mobile node localization using CVA technology and SAI algorithm

  Zhang, B., Shen, L., Yao, J., Luo, W. & Tang, S. K., 2024, 於: Frontiers in Energy Research. 12, 1327354.

  研究成果: Article › 同行評審

  開啟存取

  • Energy Engineering 100%
  • Cooperative 100%
  • Mobile Node 100%
  • Energy Efficient 100%
  • Nodes 71%
  1 引文 斯高帕斯（Scopus）

• MTS Decomposition and Recombining Significantly Improves Training Efficiency in Deep Learning: A Case Study in Air Quality Prediction over Sub-Tropical Area

  Tam, B. C. M., Tang, S. K. & Cardoso, A., 5月 2024, 於: Atmosphere. 15, 5, 521.

  研究成果: Article › 同行評審

  開啟存取

  • Time Series 100%
  • Air Quality 100%
  • Deep Learning Method 100%
  • Engineering 33%
  • Data Series 33%
  1 引文 斯高帕斯（Scopus）

• OGPA: a novel indicator hinting at the academic performance of Chinese vocational college students using stepwise regression

  Chen, J., Wei, S., Zhou, X., Yao, J. & Tang, S. K., 2024, 於: Frontiers in Education. 9, 1433021.

  研究成果: Article › 同行評審

  開啟存取

  • College Students 100%
  • Academic Performance 100%
  • Demographic Characteristic 16%
  • Managers 16%
  • Student Education 16%

• Pose Attention-Guided Paired-Images Generation for Visible-Infrared Person Re-Identification

  Qian, Y. & Tang, S. K., 2024, 於: IEEE Signal Processing Letters. 31, p. 346-350 5 p.

  研究成果: Article › 同行評審

  • Image Synthesis 100%
  • Visible-Infrared Person Re-Identification 100%
  • Generation Network 75%
  • Identification Model 50%
  • Instance Level 50%
  8 引文 斯高帕斯（Scopus）
• 2023

  A Lightweight Robust Distance Estimation Method for Navigation Aiding in Unsupervised Environment Using Monocular Camera

  Chou, K. S., Wong, T. L., Wong, K. L., Shen, L., Aguiari, D., Tse, R., Tang, S. K. & Pau, G., 10月 2023, 於: Applied Sciences (Switzerland). 13, 19, 11038.

  研究成果: Article › 同行評審

  開啟存取

  • Estimation Method 100%
  • Distance Estimation 100%
  • YOLOv4 66%
  • Field of View 66%
  • Target Object 40%
  3 引文 斯高帕斯（Scopus）

• A Novel Fusion Approach Consisting of GAN and State-of-Charge Estimator for Synthetic Battery Operation Data Generation

  Wong, K. L., Chou, K. S., Tse, R., Tang, S. K. & Pau, G., 2月 2023, 於: Electronics (Switzerland). 12, 3, 657.

  研究成果: Article › 同行評審

  開啟存取

  • Data Generation 100%
  • And-States 100%
  • Synthetic Data 100%
  • Machine Learning 100%
  • Lithium-Ion Batteries 100%
  6 引文 斯高帕斯（Scopus）

• Assessing the Risk of Extreme Storm Surges from Tropical Cyclones under Climate Change Using Bidirectional Attention-Based LSTM for Improved Prediction

  Ian, V. K., Tang, S. K. & Pau, G., 12月 2023, 於: Atmosphere. 14, 12, 1749.

  研究成果: Article › 同行評審

  開啟存取

  • Climate Change 100%
  • Storm Surge 100%
  • Cyclones 100%
  • Adaptive System 33%
  • Real Time 28%
  3 引文 斯高帕斯（Scopus）

• Automated Counting of Tobacco Plants Using Multispectral UAV Data

  Lin, H., Chen, Z., Qiang, Z., Tang, S. K., Liu, L. & Pau, G., 12月 2023, 於: Agronomy. 13, 12, 2861.

  研究成果: Article › 同行評審

  開啟存取

  • Red 100%
  • Plant Analysis 100%
  • Survival Rate 100%
  3 引文 斯高帕斯（Scopus）

• Bridging the Gap: Enhancing Storm Surge Prediction and Decision Support with Bidirectional Attention-Based LSTM

  Ian, V. K., Tse, R., Tang, S. K. & Pau, G., 7月 2023, 於: Atmosphere. 14, 7, 1082.

  研究成果: Article › 同行評審

  開啟存取

  • Machine Learning Algorithm 100%
  • Practical Significance 100%
  • Complex Model 100%
  • Ideal Solution 100%
  • Physical Method 100%
  11 引文 斯高帕斯（Scopus）

• Comparative Analysis of BALSSA and Conventional NWP Methods: A Case Study in Extreme Storm Surge Prediction in Macao

  Ian, V. K., Tang, S. K. & Pau, G., 11月 2023, 於: Atmosphere. 14, 11, 1597.

  研究成果: Article › 同行評審

  開啟存取

  • Cyclones 100%
  • Risk Management 100%
  2 引文 斯高帕斯（Scopus）

• Dataset of Public Objects in Uncontrolled Environment for Navigation Aiding

  Wong, T. L., Chou, K. S., Wong, K. L. & Tang, S. K., 2月 2023, 於: Data. 8, 2, 42.

  研究成果: Article › 同行評審

  開啟存取

  • Navigation Aid 100%
  • Computer Vision 50%
  • Outdoor Environment 50%
  2 引文 斯高帕斯（Scopus）

• Dual-Space Aggregation Learning and Random Erasure for Visible Infrared Person Re-Identification

  Qian, Y., Yang, X. & Tang, S. K., 2023, 於: IEEE Access. 11, p. 75440-75450 11 p.

  研究成果: Article › 同行評審

  開啟存取

  • Visible-Infrared Person Re-Identification 100%
  • Data Augmentation 66%
  • Batch Normalization 66%
  • Representation Learning 33%
  • Convolutional Neural Network 33%
  4 引文 斯高帕斯（Scopus）

• Taxi Demand and Fare Prediction with Hybrid Models: Enhancing Efficiency and User Experience in City Transportation

  Chou, K. S., Wong, K. L., Zhang, B., Aguiari, D., Im, S. K., Lam, C. T., Tse, R., Tang, S. K. & Pau, G., 9月 2023, 於: Applied Sciences (Switzerland). 13, 18, 10192.

  研究成果: Article › 同行評審

  開啟存取

  • Root Mean Squared Error 100%
  • User Experience 100%
  • Long Short-Term Memory Network 50%
  • Recurrent Neural Network 50%
  • Web Application 50%
  2 引文 斯高帕斯（Scopus）
• 2022

  Edge-Based Transfer Learning for Classroom Occupancy Detection in a Smart Campus Context

  Monti, L., Tse, R., Tang, S. K., Mirri, S., Delnevo, G., Maniezzo, V. & Salomoni, P., 1 5月 2022, 於: Sensors. 22, 10, 3692.

  研究成果: Article › 同行評審

  開啟存取

  • Transfer Learning 100%
  • Learning Framework 50%
  • Mean Absolute Error 50%
  • Training Phase 50%
  • Scalable System 50%
  10 引文 斯高帕斯（Scopus）

• Few-shot learning approach with multi-scale feature fusion and attention for plant disease recognition

  Lin, H., Tse, R., Tang, S. K., Qiang, Z. P. & Pau, G., 16 9月 2022, 於: Frontiers in Plant Science. 13, 907916.

  研究成果: Article › 同行評審

  開啟存取

  • Few-Shot Learning 100%
  • Feature Fusion 100%
  • Learning Approach 100%
  • Deep Learning Method 100%
  • Optimal Configuration 16%
  13 引文 斯高帕斯（Scopus）

• Few-Shot Learning for Plant-Disease Recognition in the Frequency Domain

  Lin, H., Tse, R., Tang, S. K., Qiang, Z. & Pau, G., 11月 2022, 於: Plants. 11, 21, 2814.

  研究成果: Article › 同行評審

  開啟存取

  • Frequency Domain 100%
  • Gaussians 100%
  • Few-Shot Learning 100%
  • Frequency Representation 66%
  • Spatial Domain 66%
  15 引文 斯高帕斯（Scopus）
• 2014

  Trust and privacy exploitation in online social networks

  Wong, K., Wong, A., Yeung, A., Fan, W. & Tang, S. K., 1 9月 2014, 於: IT Professional. 16, 5, p. 28-33 6 p., 6908929.

  研究成果: Article › 同行評審

  • Online Social Networks 100%
  • Malware 16%
  • Technical Aspect 16%
  • Security Setting 16%
  • Facebook 16%
  12 引文 斯高帕斯（Scopus）
• 2013

  Network coding in multicast routing for wireless link breakage problem

  Tang, S. K. & Long, D., 3月 2013, 於: Wireless Personal Communications. 69, 2, p. 665-672 8 p.

  研究成果: Article › 同行評審

  • Network Coding 100%
  • Multicast Routing 100%
  • wireless link 100%
  • Wireless Networks 50%
  • Packet Delivery Ratio 50%
  1 引文 斯高帕斯（Scopus）
• 2012

  Secure address configuration in IPv6 networks

  Tang, S. K., Yeung, K. H. & Wong, K. Y., 2012, 於: Journal of Internet Technology. 13, 4, p. 551-558 8 p.

  研究成果: Article › 同行評審

  • Address Configuration 100%
  • Neighbor Discovery 12%
  • Spoofing 12%
  • Protocol Message 12%
  • Existing Protocol 12%
  1 引文 斯高帕斯（Scopus）
• 2008

  Record path header for triangle routing attacks in IPv6 networks

  Tang, S. K., Wong, K. Y. & Yeung, K. H., 2008, 於: WSEAS Transactions on Communications. 7, 12, p. 1202-1211 10 p.

  研究成果: Article › 同行評審

  • Network Performance 100%
  • Network Partition 100%
  • Internet Infrastructure 100%
  • Create Network 100%
  • Network Congestion 100%
  1 引文 斯高帕斯（Scopus）