Department of Computing and Decision Sciences

Research output

Research output per year 1995 2020 2021 2022 2023 2024 2024

• 8997 Scopus Citations
• 45 Scopus h-Index
• 344 Journal Article (refereed)
• 113 Conference paper (refereed)
• 15 Book Chapter
• 8 Conference Paper (other)
• 35 More
  • 5 Conference (Extended Abstracts)
  • 5 Review article
  • 4 Presentation
  • 4 Editorial/Preface (Journal)
  • 3 Book (Author)
  • 3 Special issue (Editor)
  • 2 Preprint
  • 1 Book (Editor)
  • 1 Textbook (Author)
  • 1 Conference paper (invited)
  • 1 Abstract
  • 1 Poster
  • 1 Other Article
  • 1 Patents (LU)
  • 1 Patents (non-LU)
  • 1 Working paper series

Research output per year

Research output per year

Search results

• 2022

  A decade of learning analytics: Structural topic modeling based bibliometric analysis

  CHEN, X., ZOU, D. & XIE, H., Sept 2022, In: Education and Information Technologies. 27, 8, p. 10517-10561 45 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Learning Analytics 100%
  • Research Topic 22%
  • Topic Modeling 22%
  • Teaching and Learning 11%
  • Research Direction 11%
  20 Citations (Scopus)

• A Decade of Sentic Computing: Topic Modeling and Bibliometric Analysis

  CHEN, X., XIE, H., CHENG, G. & LI, Z., Jan 2022, In: Cognitive Computation. 14, 3, p. 24-47 24 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Computing 100%
  • Topic Modeling 18%
  • Bibliometric Analysis 18%
  • Academia 9%
  • Future Direction 9%
  21 Citations (Scopus)

• A label extension schema for improved text emotion classification

  LI, Z., LI, X., XIE, H., LI, Q. & TAO, X., 13 Apr 2022, Proceedings - 2021 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2021. HE, J., UNLAND, R., SANTOS, E., TAO, X., PUROHIT, H., HEUVEL, W.-J. V. D., YEARWOOD, J. & CAO, J. (eds.). New York: Association for Computing Machinery, p. 32-39 8 p. (ACM International Conference Proceeding Series).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Classification Task 100%
  • Extension Method 100%
  • Classification 50%
  • Baseline Model 50%
  • Text Classification 50%
  3 Citations (Scopus)

• A Learning Convolutional Neural Network Approach for Network Robustness Prediction

  LOU, Y., WU, R., LI, J., WANG, L., LI, X. & CHEN, G., 10 Oct 2022, (E-pub ahead of print) In: IEEE Transactions on Cybernetics. 14 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Networks 100%
  • Convolutional Neural Network 87%
  • Representation 75%
  • Representation Learning 75%
  • Attack 50%
  23 Citations (Scopus)

• A survey of intelligent network slicing management for industrial IoT: Integrated approaches for smart transportation, smart energy, and smart factory

  WU, Y., DAI, H.-N., WANG, H., XIONG, Z. & GUO, S., Jun 2022, In: IEEE Communications Surveys & Tutorials. 24, 2, p. 1175-1211 37 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Network Slicing 100%
  • Industrial Internet of Things 75%
  • Service 66%
  • Intelligent Network 50%
  • Survey 41%
  148 Citations (Scopus)

• A systematic review of research on flipped language classrooms: theoretical foundations, learning activities, tools, research topics and findings

  ZOU, D., LUO, S., XIE, H. & HWANG, G.-J., 2022, In: Computer Assisted Language Learning. 35, 8, p. 1811-1837 27 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Classrooms 100%
  • Languages 100%
  • Research Topic 75%
  • Students 75%
  • Learning 75%
  74 Citations (Scopus)

• Automatic Coding of Collective Creativity Dialogues in Collaborative Problem Solving Based on Deep Learning Models

  LI, Z., XIE, H., WANG, M., WU, B. & HU, Y., 18 Jun 2022, ICBL 2022 : Blended Learning: Engaging Students in the New Normal Era: Engaging Students in the New Normal Era - 15th International Conference, ICBL 2022, Proceedings. LI, R. C., CHEUNG, S. K. S., NG, P. H. F., WONG, L.-P. & WANG, F. L. (eds.). Springer, Cham, p. 123-134 12 p. (Lecture Notes in Computer Science; vol. 13357).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Artificial Intelligence 100%
  • Dialogue 100%
  • Collaborative Learning 66%
  • Deep Learning Model 66%
  • Simulation Mode 66%
  3 Citations (Scopus)

• BDKM: A Blockchain-Based Secure Deduplication Scheme with Reliable Key Management

  ZHANG, G., XIE, H., YANG, Z., TAO, X. & LIU, W., Aug 2022, In: Neural Processing Letters. 54, 4, p. 2657-2674

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Key Management 100%
  • Blockchain 80%
  • Encryption 60%
  • Management Server 40%
  • Data Confidentiality 40%
  8 Citations (Scopus)

• Beyond RSS: A PRR and SNR Aided Localization System for Transceiver-free Target in Sparse Wireless Networks

  ZHANG, D., XIE, W., LIAO, Z., ZHU, W., JIANG, L. & ZOU, Y., 1 Nov 2022, In: IEEE Transactions on Mobile Computing. 21, 11, p. 3866-3879 16 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Received Signal Strength 100%
  • Noise-to-Signal Ratio 30%
  • Hardware Support 20%
  • References 20%
  • Algorithms 10%
  6 Citations (Scopus)

• CNN-based Prediction of Network Robustness With Missing Edges

  WU, C., LOU, Y., WU, R., LIU, W. & LI, J., 30 Sept 2022, (E-pub ahead of print) 2022 International Joint Conference on Neural Networks (IJCNN). Institute of Electrical and Electronics Engineers Inc., p. 1-8 (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Forecasting 100%
  • Convolutional Neural Network 83%
  • Edge 83%
  • Networks 50%
  • Connectivity 50%
  5 Citations (Scopus)

• Context Reinforced Neural Topic Modeling over Short Texts

  FENG, J., ZHANG, Z., DING, C., RAO, Y., XIE, H. & WANG, F. L., Aug 2022, In: Information Sciences. 607, p. 79-91 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Contexts 80%
  • Topic Modeling 40%
  • Benchmark 20%
  • Gaussian Mixture 20%
  10 Citations (Scopus)

• Contrastive Semantic‐Guided Image Smoothing Network

  WANG, J., WANG, Y., FENG, Y., GONG, L., YAN, X., XIE, H., WANG, F. L. & WEI, M., Oct 2022, In: Computer Graphics Forum. 41, 7, p. 335-346 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Adaptive Smoothing 100%
  • Segmentation Task 100%
  • Semantic Object 100%
  2 Citations (Scopus)

• Controllability robustness of Henneberg-growth complex networks

  LOU, Y., YANG, D., WANG, L., TANG, C.-B. & CHEN, G., Jan 2022, In: IEEE Access. 10, p. 5103-5114 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Handling Quality 100%
  • Polygon 55%
  • Networks 44%
  • Loop Structure 22%
  • Measures 22%
  12 Citations (Scopus)

• Cooperative Data Sensing and Computation Offloading in UAV-assisted Crowdsensing with Multi-agent Deep Reinforcement Learning

  CAI, T., YANG, Z., CHEN, Y., CHEN, W., ZHENG, Z., YU, Y. & DAI, H.-N., 2022, In: IEEE Transactions on Network Science and Engineering. 9, 5, p. 3197-3211 15 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Unmanned Aerial Vehicle 100%
  • Computation Offloading 66%
  • Utility Software 50%
  • Algorithms 33%
  • Convergence Performance 33%
  34 Citations (Scopus)

• Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery

  LIN, L., RAO, Y., XIE, H., LAU, R. Y. K., YIN, J., WANG, F. L. & LI, Q., Jan 2022, In: IEEE Transactions on Knowledge and Data Engineering. 34, 1, p. 219-235 16 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Dirichlet Process 100%
  • Sampling Algorithm 42%
  • Semantic Dependency 42%
  • Latent Dirichlet Allocation 28%
  • Simulation Mode 28%
  3 Citations (Scopus)

• Data Analytics on Online Student Engagement Data for Academic Performance Modeling.

  TAO, X., SHANNON-HONSON, A., DELANEY, P., LI, L., DANN, C., LI, Y. & XIE, H., Sept 2022, In: IEEE Access. 10, p. 103176-103186 11 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Discussion Forum 100%
  • Secondary Analysis 100%
  • Performance Measure 100%
  • Ensemble Method 100%
  • Student Engagement 100%
  8 Citations (Scopus)

• Decomposition-based multiobjective optimization for nonlinear equation systems with many and infinitely many roots

  JI, J.-Y. & WONG, M. L., Sept 2022, In: Information Sciences. 610, p. 605-623 19 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Multiobjective 100%
  • Equation System 87%
  • Optimization 62%
  • Optimization Problem 25%
  • Objective Optimization 25%
  14 Citations (Scopus)

• Device-oriented Keyword Searchable Encryption Scheme for Cloud-assisted Industrial IoT

  ZHOU, R., ZHANG, X., WANG, X., YANG, G., DAI, H.-N. & LIU, M., 15 Sept 2022, In: IEEE Internet of Things Journal. 9, 18, p. 17098-17109 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Keywords 100%
  • Internet of Things Device 66%
  • Searchable Encryption Scheme 66%
  • Search Function 66%
  • User 66%
  18 Citations (Scopus)

• Duopolistic positioning and pricing competition with variety‐seeking and strategic consumers

  SHANG, W., TONG, S. & WANG, Y., Mar 2022, In: Naval Research Logistics (NRL). 69, 2, p. 257-270 14 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Pricing 100%
  • Pricing Scheme 50%
  • Consumer Behavior 16%
  4 Citations (Scopus)

• Effects of a collaborative design approach on pre-service teachers’ ability of designing for learning with a digital game

  FU, Q.-K., ZOU, D., XIE, H., CHENG, G. & HWANG, G.-J., May 2022, In: Education and Information Technologies. 27, 4, p. 5641-5664 24 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Pre-Service Teacher 100%
  • Learning 100%
  • Design 100%
  • Service Teacher 100%
  • Classrooms 50%
  13 Citations (Scopus)

• Effects of Scaffolded Peer Assessment on Students’ Holistic Critical Thinking in Academic Writing

  ZOU, D., XIE, H. & WANG, F. L., 18 Jun 2022, ICBL 2022: Blended Learning: Engaging Students in the New Normal Era. LI, R. C., CHEUNG, S. K. S., NG, P. H. F., WONG, L.-P. & WANG, F. L. (eds.). Springer, Cham, p. 147-156 10 p. (Lecture Notes in Computer Science; vol. 13357).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Critical Thinking 100%
  • Students 66%
  • Peer Assessment 50%
  • Academic Writing 41%
  • Writing 41%
  1 Citation (Scopus)

• Elastic Resource Allocation against Imbalanced Transaction Assignments in Sharding-based Permissioned Blockchains

  HUANG, H., YUE, Z., PENG, X., HE, L., CHEN, W., DAI, H.-N., ZHENG, Z. & GUO, S., 1 Oct 2022, In: IEEE Transactions on Parallel and Distributed Systems. 33, 10, p. 2372-2385 14 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Blockchain 100%
  • Algorithms 42%
  • Networks 42%
  • Resource Allocation 28%
  • Attack 28%
  30 Citations (Scopus)

• Emotion recognition based on convolutional neural networks and heterogeneous bio-signal data sources

  NGAI, W. K., XIE, H., ZOU, D. & CHOU, K. L., Jan 2022, In: Information Fusion. 77, p. 107-117 11 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Emotion Recognition 100%
  • Convolutional Neural Network 50%
  • Simulation Mode 50%
  • Application 50%
  • Data Source 25%
  54 Citations (Scopus)

• FDDL-Net: frequency domain decomposition learning for speckle reduction in ultrasound images

  YANG, T., WANG, W., CHENG, G., WEI, M., XIE, H. & WANG, F. L., Dec 2022, In: Multimedia Tools and Applications. 81, 29, p. 42769-42781 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Domain Decomposition 100%
  • Frequency Domain 100%
  • Learning Network 60%
  • Ultrasound Image 60%
  • Deep Learning 40%
  2 Citations (Scopus)

• Global research on artificial intelligence-enhanced human electroencephalogram analysis

  CHEN, X., TAO, X., WANG, F. L. & XIE, H., Jul 2022, In: Neural Computing and Applications. 34, 14, p. 11295-11333 39 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Electroencephalogram 100%
  • Support Vector Machine 16%
  • Epileptic Seizure 16%
  • Electroencephalography 16%
  • Emotion 16%
  16 Citations (Scopus)

• Graph-based multi-label disease prediction model learning from medical data and domain knowledge

  PHAM, T., TAO, X., ZHANG, J., YONG, J., LI, Y. & XIE, H., 10 Jan 2022, In: Knowledge-Based Systems. 235, 15 p., 107662.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Domain Knowledge 100%
  • Simulation Mode 100%
  • Medical Domain 75%
  • Prediction Model 75%
  • Classification 50%
  41 Citations (Scopus)

• Grit Across Nations: The Cross-National Equivalence of the Grit-O Scale

  VAN ZYL, L. E., HEIJENK, B., KILBERT, J., SHANKLAND, R., VERGER, N. B., ROTHMANN, S., CHO, V., FENG, K., SEE-TO, E. W. K., ROLL, L. C. & VAN DER MEJI, L., Oct 2022, In: Journal of Happiness Studies. 23, 7, p. 3179-3213 35 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Grit 100%
  • Measurement Invariance 16%
  • Concurrent Validity 16%
  • Bifactor 16%
  • Validity 16%
  13 Citations (Scopus)

• HearFire : Indoor Fire Detection via Inaudible Acoustic Sensing

  WANG, Z., WANG, Y., TIAN, M. & SHEN, J., 21 Dec 2022, In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies. 6, 4, 185.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Detection 100%
  • Acoustics 62%
  • Sound Transmission 50%
  • Detection System 50%
  • Fire Detection 50%
  8 Citations (Scopus)

• How to adopt mass customization strategy: Understanding the Role of Consumers’ Perceived Brand Value

  LI, Z., YANG, H. & XU, J., Nov 2022, In: Computers and Industrial Engineering. 173, 108666.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Production Engineering 100%
  • Information Technology 100%
  7 Citations (Scopus)

• Identify Students at Risk Based on Behavioural Patterns in Continuous Assessment

  LI, Z., XIE, H., WANG, F. L., WANG, W. & CHOW, M.-K., 28 Dec 2022, Proceedings of the 2022 IEEE International Conference on Behavioural and Social Computing, BESC 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE International Conference on Behavioural and Social Computing, BESC 2022).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Behavioral Pattern 100%
  • Real World 50%
  • Teaching and Learning 50%
  • Machine Learning 50%
  • e-learning Systems 50%
  1 Citation (Scopus)

• Implementing technology-enhanced collaborative writing in second and foreign language learning: A review of practices, technology and challenges

  ZHANG, R., ZOU, D., CHENG, G. & XIE, H., Jul 2022, In: Education and Information Technologies. 27, 6, p. 8041-8069 29 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Technology 100%
  • Writing 91%
  • Students 83%
  • Teachers 33%
  • Implementation 33%
  16 Citations (Scopus)

• Interactive nonlocal joint learning network for red, green, blue plus depth salient object detection

  LI, P., CHEN, Z., XIE, H., WEI, M., WANG, F. L. & CHENG, G., 2 Dec 2022, In: Journal of Electronic Imaging. 31, 6, 063040.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Object Detection 100%
  • Learning Network 50%
  • Learning Benefit 25%

• Kubernetes in IT administration and serverless computing: An empirical study and research challenges

  MONDAL, S. K., PAN, R., KABIR, H. M. D., TIAN, T. & DAI, H.-N., Feb 2022, In: Journal of Supercomputing. 78, 2, p. 2937-2987 51 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Kubernetes 100%
  • Container 75%
  • Serverless Computing 75%
  • Application 75%
  • Containerization 50%
  36 Citations (Scopus)

• Learning Chinese word embeddings from semantic and phonetic components

  WANG, F. L., LU, Y., CHENG, G., XIE, H. & RAO, Y., Dec 2022, In: Multimedia Tools and Applications. 81, 29, p. 42805-42820 16 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Word Embedding 100%
  • Semantics 50%
  • Case Study 25%
  • Information Processing 25%

• Leveraging statistical information in fine-grained financial sentiment analysis

  ZHANG, H., LI, Z., XIE, H., LAU, R. Y. K., CHENG, G., LI, Q. & ZHANG, D., Mar 2022, In: World Wide Web. 25, 2, p. 513-531 19 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Sentiment Analysis 100%
  • Feature Vector 42%
  • Simulation Mode 42%
  • Semantic Feature 28%
  • Financial Industry 28%
  14 Citations (Scopus)

• Lexicon-Based Sentiment Convolutional Neural Networks for Online Review Analysis

  HUANG, M., XIE, H., RAO, Y., LIU, Y., POON, L. K. M. & WANG, F. L., Jul 2022, In: IEEE Transactions on Affective Computing. 13, 3, p. 1337-1348 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Contextual Information 100%
  • Convolutional Neural Network 100%
  • Sentiment Analysis 66%
  • Simulation Mode 66%
  • Networks 66%
  29 Citations (Scopus)

• LNNet : Lightweight Nested Network for motion deblurring

  GUO, C., WANG, Q., DAI, H.-N., WANG, H. & LI, P., Aug 2022, In: Journal of Systems Architecture. 129, p. 102584 102584.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Networks 100%
  • Simulation Mode 83%
  • Experimental Result 33%
  • Subnetwork 33%
  • Workstations 16%
  2 Citations (Scopus)

• Machine and cognitive intelligence for human health: systematic review

  CHEN, X., CHENG, G., WANG, F. L., TAO, X., XIE, H. & XU, L., Feb 2022, In: Brain Informatics. 9, 1, 5.

  Research output: Journal Publications › Review article › Other Review

  Open Access

  • Support Vector Machine 100%
  • Interdisciplinary 50%
  • Health Care 50%
  • Performance Evaluation 50%
  • Logistic Regression 50%
  15 Citations (Scopus)

• MBA-RainGAN: A Multi-Branch Attention Generative Adversarial Network for Mixture of Rain Removal

  SHEN, Y., FENG, Y., WANG, W., LIANG, D., QIN, J., XIE, H. & WEI, M., 23 May 2022, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., p. 3418-3422 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Research › peer-review

  • Mixture 100%
  • Mixtures 100%
  • Visibility 66%
  • Dataset 33%
  • Branches 33%
  6 Citations (Scopus)

• Methods for Online Peak-Demand Reduction of Large-Load Users with Energy Storage Discharging (Filed)

  CHEN, M. (Inventor), LIN, Q. (Inventor), MO, Y. (Inventor) & QIN, S. J. (Inventor), 7 Feb 2022, (Accepted/In press) 7 Feb 2022

  Research output: Patents, Agreements, Assignments › Patents (non-LU) › peer-review

• Multimodal fusion network with contrary latent topic memory for rumor detection

  CHEN, J., WU, Z., YANG, Z., XIE, H., WANG, F. L. & LIU, W., Feb 2022, In: IEEE Multimedia. 29, 1, p. 104-113 10 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Events 100%
  • Detection 100%
  • Networks 100%
  • Multiple Perspective 33%
  • Negative Impact 33%
  10 Citations (Scopus)

• Non-local Low-rank Point Cloud Denoising for 3D Measurement Surfaces

  ZHU, D., CHEN, H., WANG, W., XIE, H., CHENG, G., WEI, M., WANG, J. & WANG, F. L., Jan 2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 15 p., 5002214.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Point Cloud 100%
  • Low-Rank 57%
  • Correlation 28%
  • Filtering 28%
  • Real World 14%
  11 Citations (Scopus)

• Online learning research in the era of COVID-19: Bibliometric analysis and topic modeling

  CHEN, X., ZHANG, R., ZOU, D., CHENG, G., XIE, H. & WANG, F. L., 28 Dec 2022, Proceedings of the 2022 IEEE International Conference on Behavioural and Social Computing, BESC 2022. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2022 IEEE International Conference on Behavioural and Social Computing, BESC 2022).

  Research output: Book Chapters | Papers in Conference Proceedings › Conference paper (refereed) › Referred Conference Paper › peer-review

  • Electronic Learning 100%
  • Online Learning 100%
  • Research 42%
  • Topic Modeling 42%
  • Teaching 28%

• Parallel Dynamic Topic Modeling via Evolving Topic Adjustment and Term Weighting Scheme

  JIANG, H., LEI, Z., RAO, Y., XIE, H. & WANG, F. L., Mar 2022, In: Information Sciences. 585, p. 176-193 18 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Dirichlet Process 100%
  • Simulation Mode 42%
  • Parallelism 28%
  • Benchmark 14%
  • High Probability 14%
  3 Citations (Scopus)

• Performance on Cluster Backscatter Communication Networks with Coupled Interferences

  WANG, Q., ZHOU, Y., DAI, H.-N., ZHANG, G. & ZHANG, W., 15 Oct 2022, In: IEEE Internet of Things Journal. 9, 20, p. 20282-20294 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Interference 100%
  • Communication 81%
  • Telecommunication Network 54%
  • Communication Networks 54%
  • Simulation Mode 45%
  6 Citations (Scopus)

• Privacy-preserving encrypted traffic inspection with symmetric cryptographic techniques in IoT

  CHEN, D., WANG, H., ZHANG, N., NIE, X., DAI, H.-N., ZHANG, K. & CHOO, K. R., 15 Sept 2022, In: IEEE Internet of Things Journal. 9, 18, p. 17265-17279 15 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Internet of Things 100%
  • Security and Privacy 66%
  • Privacy Preserving 66%
  • Good Performance 33%
  • Server 33%
  33 Citations (Scopus)

• Profit-based deep architecture with integration of reinforced data selector to enhance trend-following strategy

  LI, Y., ZHENG, Z., DAI, H.-N., WONG, R.C.-W. & XIE, H., 14 Oct 2022, (E-pub ahead of print) In: World Wide Web.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning Method 100%
  • Deep Architecture 100%
  • Learning Method 100%
  • Stock Market 50%
  • Baseline Method 25%
  2 Citations (Scopus)

• PV-RCNN++ : semantical point-voxel feature interaction for 3D object detection

  WU, P., GU, L., YAN, X., XIE, H., WANG, F. L., CHENG, G. & WEI, M., 29 Sept 2022, (E-pub ahead of print) In: Visual Computer.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Object Detection 100%
  • Feature Interaction 50%
  • Detection Result 25%
  • Semantic Information 25%
  • Time Complexity 25%
  7 Citations (Scopus)

• Rapid fault extraction from seismic images via deep learning

  ZHU, D., ZHENG, C., WANG, W., XIE, H., CHENG, G., WANG, F. L. & WEI, M., 3 Aug 2022, In: Journal of Electronic Imaging. 31, 5, 051423.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning 100%
  • Accuracy 100%
  • Networks 100%
  • Algorithms 50%
  • Practical Significance 50%
  2 Citations (Scopus)

• Selective transfer learning with adversarial training for stock movement prediction

  LI, Y., DAI, H.-N. & ZHENG, Z., 2022, In: Connection Science. 34, 1, p. 492-510 19 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Transfer Learning 100%
  • Simulation Mode 100%
  • Training Sample 50%
  • Domains 50%
  • Historical Data 25%
  15 Citations (Scopus)