Department of Computing and Decision Sciences

Research output

Research output per year 1995 2020 2021 2022 2023 2024 2024

• 8923 Scopus Citations
• 44 Scopus h-Index
• 344 Journal Article (refereed)
• 112 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

  Sentiment analysis and opinion mining on educational data: A survey

  SHAIK, T., TAO, X., DANN, C., XIE, H., LI, Y. & GALLIGAN, L., 20 Dec 2022, (E-pub ahead of print) In: Natural Language Processing Journal. 100003.

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

  Open Access

  • Sentiment Analysis 100%
  • Annotation 27%
  • Artificial Intelligence 18%
  • Education 18%
  • Roles 18%

• SpoVis: Decision Support System for Site Selection of Sports Facilities in Digital Twinning Cities

  ZHANG, K., CHEN, H., DAI, H.-N., LIU, H. & LIN, Z., Feb 2022, In: IEEE Transactions on Industrial Informatics. 18, 2, p. 1424-1434 11 p., 2.

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

  • Sports Facilities 100%
  • Urban Areas 50%
  • Consumers 30%
  • Visual Analysis 30%
  • Management Information System 20%
  14 Citations (Scopus)

• Supportiveness of language MOOCs for self-regulated learning : a review of commercial language MOOCs on the market

  ZHANG, R., ZOU, D., CHENG, G., XIE, H. & WANG, F. L., Jun 2022, In: International Journal of Mobile Learning and Organisation. 16, 3, p. 323-348 26 p.

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

  • Massive Open Online Course 100%
  • Languages 66%
  • Self-Regulated Learning 55%
  • Regulated Learning 55%
  • Markets 33%
  2 Citations (Scopus)

• Swarm Enhanced Attentive Mechanism for Sequential Recommendation

  GENG, S., LIANG, G., HE, Y., DUAN, L., XIE, H. & SONG, X., Jun 2022, Advances in Swarm Intelligence: 13th International Conference, ICSI 2022, Xi'an, China, July 15–19, 2022, Proceedings, Part I. TAN, Y., SHI, Y. & NIU, B. (eds.). Springer, Cham, p. 442-453 12 p. (Lecture Notes in Computer Science; vol. 13344).

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

  • Simulation Mode 100%
  • Learning Algorithm 33%
  • Algorithms 33%
  • Experimental Result 33%
  • Optimization 33%

• The General Academic Self-Efficacy Scale : Psychometric Properties, Longitudinal Invariance, and Criterion Validity

  VAN ZYL, L. E., KLIBERT, J., SHANKLAND, R., SEE-TO, E. W. K. & ROTHMANN, S., Sept 2022, In: Journal of Psychoeducational Assessment. 40, 6, p. 777-789 13 p.

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

  Open Access

  • Self-Efficacy 100%
  • Criterion Validity 37%
  • Psychometrics 25%
  • Wellbeing 12%
  • Performance Task 12%
  12 Citations (Scopus)

• Thirty years of interactive learning environments : contributors, collaborations and research topics

  CHEN, X., ZOU, D., CHENG, G. & XIE, H., 2022, In: International Journal of Mobile Learning and Organisation. 16, 4, p. 447-474 28 p.

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

  • Research Topic 100%
  • Scientific Collaboration 100%
  • Field Research 50%
  • Response System 50%
  • Topic Modeling 50%

• TMVOS: Triplet Matching for Efficient Video Object Segmentation

  LIU, J., DAI, H.-N., ZHAO, G., LI, B. & ZHANG, T., Sept 2022, In: Signal Processing: Image Communication. 107, 116779.

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

  • Segmentation 100%
  • Embedding 75%
  • Classes 50%
  • Superior Performance 25%
  • Outstanding Performance 25%
  4 Citations (Scopus)

• TogetherNet : Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning

  WANG, Y., YAN, X., ZHANG, K., GONG, L., XIE, H., WANG, F. L. & WEI, M., Oct 2022, In: Computer Graphics Forum. 41, 7, p. 465-476 12 p.

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

  • Adverse Weather 100%
  • Trained Network 25%
  • Learning Scheme 25%
  • Preprocessing Step 25%
  10 Citations (Scopus)

• Two decades of artificial intelligence in education: Contributors, collaborations, research Topics, challenges, and future directions

  CHEN, X., ZOU, D., XIE, H., CHENG, G. & LIU, C., Jan 2022, In: Educational Technology and Society. 25, 1, p. 28-47 20 p.

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

  Open Access

  File

  • Education 100%
  • Artificial Intelligence 57%
  • Future Direction 28%
  • Research Topic 28%
  • Academic Community 14%
  196 Citations (Scopus)

  8277 Downloads (Pure)

• Understanding Classroom Interaction Using Epistemic and Social Network Analysis

  CHEN, X., ZOU, D., CHENG, G. & XIE, H., 18 Jun 2022, ICBL 2022: Blended Learning: Engaging Students in the New Normal Era . LI, R. C., CHEUNG, S. S. K., NG, P. H. F., WONG, L.-P. & WANG, F. L. (eds.). Springer, Cham, p. 157-167 11 p. Chapter 14. (Lecture Notes in Computer Science; vol. 13357).

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

  • Classrooms 100%
  • Interaction 100%
  • Classroom Interaction 100%
  • Social Network Analysis 66%
  • Students 50%

• Understanding Learners’ Perception of MOOCs Based on Review Data Analysis Using Deep Learning and Sentiment Analysis

  CHEN, X., WANG, F. L., CHENG, G., CHOW, M.-K. & XIE, H., 25 Jul 2022, In: Future Internet. 14, 8, 17 p., 218.

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

  Open Access

  • Design 100%
  • Learning Experiences 66%
  • Deep Learning 66%
  • Sentiment Analysis 66%
  • Learning Resource 33%
  9 Citations (Scopus)

• VDN: Variant‐depth network for motion deblurring

  GUO, C., WANG, Q., DAI, H.-N. & LI, P., 1 Jun 2022, In: Computer Animation and Virtual Worlds. 33, 3-4, e2066.

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

  • Networks 100%
  • Subnetwork 75%
  • Simulation Mode 50%
  • Invariants 25%
  • Computational Cost 25%
  5 Citations (Scopus)

• Wireless Powering Internet of Things with UAVs : Challenges and Opportunities

  LIU, Y., DAI, H.-N., WANG, Q., IMRAN, M. & GUIZANI, N., 25 Apr 2022, In: IEEE Network. 36, 2, p. 146-152 7 p.

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

  • Unmanned Aerial Vehicle 100%
  • Internet of Things 100%
  • Internet of Things Device 50%
  • Communication 50%
  • Future Direction 25%
  11 Citations (Scopus)

• ε-Constrained Multiobjective Differential Evolution Using Linear Population Size Expansion

  JI, J.-Y., ZENG, S. & WONG, M. L., Sept 2022, In: Information Sciences. 609, p. 445-464 20 p.

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

  • Multiobjective 100%
  • Algorithms 50%
  • Optimization Problem 50%
  • Differential Evolution 50%
  • Feasible Solution 50%
  7 Citations (Scopus)

• 人工智能赋能个性化学习 : E-Learning 推荐系统研究热点与展望

  Translated title of the contribution: AI Enabling Personalized Learning : Research Hotspot and Prospect of E-Learning Recommendation System谢浩然, 陈协玲, 郑国城 & 王富利, May 2022, In: 现代远程教育研究 = Modern Distance Education Research. 2022, 3, p. 15-23

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

  • Learning 100%
  • e-learning 38%
  • Recommender Systems 38%
  • Hotspot 15%
  • Analysis 15%

• 基於知識圖譜和深度學習的智慧教學服務系統設計

  Translated title of the contribution: Intelligent Tutoring System Design Based on Knowledge Graph and Deep Learning陳協玲, 鄭國城, 王富利 & 謝浩然, Aug 2022, 第26屆全球華人計算機教育應用大會 : 博士生論壇論文集. 鄒迪, 林秋斌, 王怡萱, 江波, 施如齡, 江绍祥 & 顧小清 (eds.). Global Chinese Society for Computers in Education (GCSCE), p. 20-23 4 p.

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

  Open Access

  • Deep Learning 100%
  • Intelligent Tutoring System 75%
  • Data Analysis 50%
  • Data Collection 25%
  • Systems Design 25%
• 2021

  A bibliometric and visual analysis of artificial intelligence technologies-enhanced brain MRI research

  CHEN, X., ZHANG, X., XIE, H., TAO, X., WANG, F. L., XIE, N. & HAO, T., May 2021, In: Multimedia Tools and Applications. 80, 11, p. 17335-17363

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

  • Research 100%
  • Artificial Intelligence 42%
  • Magnetic Resonance Imaging 42%
  • Segmentation 28%
  • Field Research 28%
  14 Citations (Scopus)

• A bibliometric review on latent topics and trends of the empirical MOOC literature (2008–2019)

  LIU, C., ZOU, D., CHEN, X., XIE, H. & CHAN, W. H., Sept 2021, In: Asia Pacific Education Review. 22, 3, p. 515-534 20 p.

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

  • Massive Open Online Course 100%
  • Research 66%
  • Bibliology 50%
  • Research Topic 33%
  • Literature 33%
  38 Citations (Scopus)

• A comparative study on linguistic theories for modeling EFL learners: facilitating personalized vocabulary learning via task recommendations

  ZOU, D., WANG, M., XIE, H., CHENG, G., WANG, F. L. & LEE, L.-K., Apr 2021, In: Interactive Learning Environments. 29, 2, p. 270-282 13 p.

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

  • Learning 100%
  • Vocabularies 54%
  • Vocabulary 54%
  • Learner 27%
  • Personalized Learning 27%
  15 Citations (Scopus)

• A constrained optimization approach for cross-domain emotion distribution learning

  QIN, X., CHEN, Y., RAO, Y., XIE, H., WONG, M. L. & WANG, F. L., 5 Sept 2021, In: Knowledge-Based Systems. 227, 107160.

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

  • Domains 100%
  • Simulation Mode 60%
  • Constrained Optimization 40%
  • Factorization 40%
  • Real World 20%
  9 Citations (Scopus)

• Affective states in digital game-based learning: Thematic evolution and social network analysis

  CHEN, X., ZOU, D., KOHNKE, L., XIE, H. & CHENG, G., 28 Jul 2021, In: PLoS ONE. 16, 7, 24 p., e0255184.

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

  Open Access

  • Social Network Analysis 100%
  • Relationships 100%
  • Application 100%
  • Learning Experiences 50%
  • Educational Level 50%
  14 Citations (Scopus)

• An Assessment Framework for Online Active Learning Performance

  LIU, C., ZOU, D., CHAN, W. H., XIE, H. & WANG, F. L., 3 Aug 2021, Blended Learning: Re-thinking and Re-defining the Learning Process.. ICBL 2021. Li, R., Cheung, S. K., Iwasaki, C., Kwok, L.-F. & Kageto, M. (eds.). p. 338-350 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12830 LNCS).

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

  • Learning 100%
  • Active Learning 60%
  • Evaluation 40%
  • Students 30%
  • Knowledge 30%
  1 Citation (Scopus)

• An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract)

  PENG, Q., ZHENG, C., CAI, Y., WANG, T., XIE, H. & LI, Q., Feb 2021, Proceedings of the 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 15865-15866 2 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 35, no. 18).

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

  Open Access

  • Domains 100%
  • Named Entity Recognition 66%
  • Domain Adaptation 66%
  • Networks 66%
  • Data Source 33%

• An improved dynamic multi-objective optimization approach for nonlinear equation systems

  JI, J.-Y. & WONG, M. L., Oct 2021, In: Information Sciences. 576, p. 204-227 24 p.

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

  • Nonlinear Equation 100%
  • Equation System 75%
  • Optimal Solution 50%
  • Evolutionary Algorithm 50%
  • Differential Evolution 50%
  15 Citations (Scopus)

• A project-based collaborative learning with an online evidence-based assessment system

  ZHONG, J., ZOU, D., LAM, W. M. W. & XIE, H., 2021, In: International Journal of Innovation and Learning. 30, 3, p. 368-389 22 p.

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

  • Assessment System 100%
  • Group Collaboration 100%
  • Collaborative Learning 100%
  • Evidence-Based 100%
  • Learning Performance 66%

• A review of vocabulary learning applications: From the aspects of cognitive approaches, multimedia input, learning materials, and game elements

  WANG, F. L., ZHANG, R., ZOU, D., AU, O. T. S., XIE, H. & WONG, L. P., Sept 2021, In: Knowledge Management and E-Learning. 13, 3, p. 250-272 23 p.

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

  Open Access

  • Application 100%
  • Learning 81%
  • Vocabularies 72%
  • Vocabulary 72%
  • Knowledge 36%
  10 Citations (Scopus)

• A secure authorized deduplication scheme for cloud data based on blockchain

  ZHANG, G., YANG, Z., XIE, H. & LIU, W., May 2021, In: Information Processing and Management. 58, 3, 17 p., 102510.

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

  • User 100%
  • Auditors 66%
  • Data Integrity 66%
  • User Data 66%
  • Blockchain 66%
  31 Citations (Scopus)

• A Systematic Review of AR and VR Enhanced Language Learning

  HUANG, X., ZOU, D., CHENG, G. & XIE, H., Apr 2021, In: Sustainability. 13, 9, 4639.

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

  Open Access

  • Augmented Reality 100%
  • Language Instruction 60%
  • Virtual Reality 50%
  • Tools 30%
  • Consumers 20%
  102 Citations (Scopus)

• A Topic-Based Bibliometric Review of Computers in Human Behavior: Contributors, Collaborations, and Research Topics

  CHEN, X., ZOU, D., XIE, H. & CHENG, G., 1 May 2021, In: Sustainability. 13, 9, 21 p., 4859.

  Research output: Journal Publications › Review article › Other Review

  Open Access

  • Computers 100%
  • Human Behavior 83%
  • Computer in Human Behavior 66%
  • Collaboration 33%
  • Research Topic 33%
  5 Citations (Scopus)

• BGM-Net : Boundary-Guided Multiscale Network for Breast Lesion Segmentation in Ultrasound

  WU, Y., ZHANG, R., ZHU, L., WANG, W., WANG, S., XIE, H., CHENG, G., WANG, F. L., HE, X. & ZHANG, H., Jul 2021, In: Frontiers in Molecular Biosciences. 8, 698334.

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

  Open Access

  • Networks 100%
  • Ultrasound 80%
  • Ultrasound Image 60%
  • Lesions 60%
  • Lesion of Breast 60%
  8 Citations (Scopus)

• Chinese Word Embedding Learning with Limited Data

  CHEN, S., CHEN, Y., LU, Y., RAO, Y., XIE, H. & LI, Q., 2021, Web and Big Data: 5th International Joint Conference, APWeb-WAIM 2021, Guangzhou, China, August 23–25, 2021, Proceedings, Part I. HOU U, L., SPANIOL, M., SAKURAI, Y. & CHEN, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 211-226 16 p. 18. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12858 LNCS).

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

  • Word Embedding 100%
  • Simulation Mode 66%
  • Auxiliary Information 33%
  • Semantics 33%
  • Mutual Information 16%

• Computing cliques and cavities in networks

  SHI, D., CHEN, Z., SUN, X., CHEN, Q., MA, C., LOU, Y. & CHEN, G., 1 Dec 2021, In: Communications Physics. 4, 1, 8 p., 249.

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

  Open Access

  • Networks 100%
  • Algorithms 75%
  • Design 50%
  • Functions 50%
  • Computation 25%
  19 Citations (Scopus)

• Cross-Technology Localization : Leveraging Commodity WiFi to Localize Non-WiFi Device

  ZHANG, D., ZHANG, R., GUO, H., XIANG, P. & GUO, X., 30 Nov 2021, In: KSII Transactions on Internet and Information Systems. 15, 11, p. 3950-3969 20 p.

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

  Open Access

  • Internet of Things 100%
  • Interference 66%
  • Contexts 66%
  • Regression Tree 33%
  • Experimental Result 33%

• Decorated models, replication, and assembly lines for bronze industrial production in 500 B.C.E. China

  LI, K. S., WANG, Q., WILSON, J. K., ZHANG, F. J., CHEUNG, J. H. Y., CHUN, T. H., LAM, S., PANG, M., XIE, H., WEI, M. & LEE, K. S., Sept 2021, In: Early China. 44, p. 109-142 34 p.

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

  • X-Ray 100%
  • Freer Gallery 100%
  • Bronze Objects 100%
  • 3-D scanning 100%
  • Alloys 100%
  3 Citations (Scopus)

• Deep Sub-region Network for Salient Object Detection

  WANG, L., CHEN, R., ZHU, L., XIE, H. & LI, X., Feb 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 2, p. 728-741 14 p., 9072189.

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

  • Context Information 100%
  • Computer Vision 33%
  • Vision 33%
  39 Citations (Scopus)

• Digital game-based learning of information literacy: Effects of gameplay modes on university students’ learning performance, motivation, self-efficacy and flow experiences

  ZOU, D., ZHANG, R., XIE, H. & WANG, F. L., 10 May 2021, In: Australasian Journal of Educational Technology. 37, 2, p. 152-170 19 p.

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

  Open Access

  • Self-Efficacy 100%
  • Flow Experience 50%
  • Motivation 50%
  • Learning Performance 40%
  • Information Literacy 40%
  47 Citations (Scopus)

• Editorial

  XIE, H., CHAN, W. H., WANG, M. & WANG, F. L., Oct 2021, In: International Journal of Mobile Learning and Organisation. 15, 4, p. 355-357 3 p.

  Research output: Journal Publications › Editorial/Preface (Journal)

  Open Access

  • Artificial Intelligence 100%
  • Education 71%
  • Simulation Mode 42%
  • Research 42%
  • Artificial Intelligence Applications 28%

• Editorial Note: From Conventional AI to Modern AI in Education: Re- examining AI and Analytic Techniques for Teaching and Learning

  XIE, H., HWANG, G.-J. & WONG, T. L., Jul 2021, In: Educational Technology and Society. 24, 3, p. 85-88 4 p.

  Research output: Journal Publications › Editorial/Preface (Journal)

  Open Access

  • Artificial Intelligence 100%
  • Education 36%
  • Learning 36%
  • Teaching 27%
  • Teaching and Learning 27%
  11 Citations (Scopus)

• EmoChannel-SA: exploring emotional dependency towards classification task with self-attention mechanism

  LI, Z., CHEN, X., XIE, H., LI, Q., TAO, X. & CHENG, G., Nov 2021, In: World Wide Web. 24, 6, p. 2049-2070 22 p., 6.

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

  Open Access

  • Domain Knowledge 100%
  • Classification Task 100%
  • Classification 50%
  • Sentiment Analysis 50%
  • Classification Performance 50%
  5 Citations (Scopus)

• Fast supervised topic models for short text emotion detection

  PANG, J., RAO, Y., XIE, H., WANG, X., WANG, F. L., WONG, T.-L. & LI, Q., Feb 2021, In: IEEE Transactions on Cybernetics. 51, 2, p. 815-828 14 p., 8852720.

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

  • Simulation Mode 100%
  • Messages 75%
  • Websites 25%
  • Discussion Forum 25%
  • Social Network 25%
  27 Citations (Scopus)

• Fine-grained and Real-time Gesture Recognition by Using IMU Sensors

  ZHANG, D., LIAO, Z., XIE, W., WU, X., XIE, H., XIAO, J. & JIANG, L., 30 Nov 2021, In: IEEE Transactions on Mobile Computing. 13 p.

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

  • Algorithms 100%
  • Sensor 100%
  • Gesture Recognition 66%
  • Measurement Unit 66%
  • Recognition Rate 33%
  8 Citations (Scopus)

• Forecasting cryptocurrency price using convolutional neural networks with weighted and attentive memory channels

  ZHANG, Z., DAI, H.-N., ZHOU, J., MONDAL, S. K., MARTÍNEZ-GARCÍA, M. & WANG, H., 1 Nov 2021, In: Expert Systems with Applications. 183, 115378.

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

  • Blockchain 100%
  • Convolutional Neural Network 100%
  • Cryptocurrency 100%
  • Neural Network 100%
  • Deep Learning Method 100%
  60 Citations (Scopus)

• Grammar-Based Multi-objective Genetic Programming with Token Competition and Its Applications in Financial Fraud Detection

  LI, H. & WONG, M.-L., 23 Oct 2021, Metaheuristics for Finding Multiple Solutions. PREUSS, M., EPITROPAKIS, M. G., LI, X. & FIELDSEND, J. E. (eds.). Springer, Cham, p. 259-285 27 p. (Metaheuristics for Finding Multiple Solutions).

  Research output: Book Chapters | Papers in Conference Proceedings › Book Chapter › Research › peer-review

  • Fraud Detection 100%
  • Genetic Programming 50%
  • Logistic Regression 25%
  • Bayesian Networks 25%
  • Experimental Result 25%
  1 Citation (Scopus)

• Hierarchical neural topic modeling with manifold regularization

  CHEN, Z., DING, C., RAO, Y., XIE, H., TAO, X., CHENG, G. & WANG, F. L., Nov 2021, In: World Wide Web. 24, 6, p. 2139-2160 22 p.

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

  • Simulation Mode 100%
  • Regularization 28%
  • Topic Modeling 28%
  • Real World 14%
  • Interpretability 14%
  7 Citations (Scopus)

• Identifying Biased Users in Online Social Networks to Enhance the Accuracy of Sentiment Analysis: A User Behavior-Based Approach

  MAHMOUDI, A., May 2021.

  Research output: Working paper › Preprint

  • User 100%
  • Sentiment Analysis 28%
  • Online Social Networks 14%
  • Accuracy 14%
  • Classification (Machine Learning) 7%

• Is blockchain for Internet of Medical Things a panacea for COVID-19 pandemic?

  LI, X., TAO, B., DAI, H. N., IMRAN, M., WAN, D. & LI, D., Aug 2021, In: Pervasive and Mobile Computing. 75, 101434.

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

  • Internet of Medical Things 100%
  • Blockchain 62%
  • Security and Privacy 12%
  • Supply Chain 12%
  • Interoperability 12%
  37 Citations (Scopus)

• Knowledge Graph Construction and Applications in E-Retailing: A Review of Literature

  CHIU, B., SEE-TO, E. W. K. & NGAI, E. W. T., 12 Jul 2021, PACIS 2021 Proceedings. 13 p.

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

  Open Access

  • Domains 100%
  • Information Retrieval 50%
  • Application Area 50%
  • World Wide Web Search 50%
  • Application Role 50%

• Learning Gated Non-local Residual for Single-image Rain Streak Removal

  ZHU, L., DENG, Z., HU, X., XIE, H., XU, X., QIN, J. & HENG, P.-A., Jun 2021, In: IEEE Transactions on Circuits and Systems for Video Technology. 31, 6, p. 2147-2159 13 p., 9187841.

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

  • Module 100%
  • Image 100%
  • Attention 66%
  • Network 66%
  • Map 66%
  39 Citations (Scopus)

• Learning Representation from Multiple Media Domains for Enhanced Event Discovery

  YANG, Z., LI, Q., XIE, H., WANG, Q. & LIU, W., Feb 2021, In: Pattern Recognition. 110, 107640.

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

  • Domains 100%
  • Events 30%
  • Regularization 20%
  • Data Representation 20%
  • Social Media 20%
  7 Citations (Scopus)

• On entropy-based term weighting schemes for text categorization

  WANG, T., CAI, Y., LEUNG, H.-F., LAU, R. Y. K., XIE, H. & LI, Q., Sept 2021, In: Knowledge and Information Systems. 63, 9, p. 2313-2346 34 p.

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

  • Text Categorisation 100%
  • Entropy 28%
  • Vector Space Models 28%
  • Underlying Mechanism 14%
  • Theoretical Basis 14%
  7 Citations (Scopus)