Department of Computing and Decision Sciences

Research output

Research output per year 1995 2020 2021 2022 2023

• 5344 Scopus Citations
• 36 Scopus h-Index
• 255 Journal Article (refereed)
• 91 Conference paper (refereed)
• 14 Book Chapter
• 5 Conference Paper (other)
• 27 More
  • 5 Review article
  • 4 Editorial/Preface (Journal)
  • 3 Book (Author)
  • 3 Special issue (Editor)
  • 2 Presentation
  • 2 Preprint
  • 1 Book (Editor)
  • 1 Textbook (Author)
  • 1 Conference (Extended Abstracts)
  • 1 Conference paper (invited)
  • 1 Abstract
  • 1 Poster
  • 1 Other Article
  • 1 Working paper series

Research output per year

Research output per year

Search results

• 2023

  A Cloud-based IoMT Data Sharing Scheme with Conditional Anonymous Source Authentication

  WANG, Y. P., WANG, X. F., DAI, H. N., ZHANG, X. S., SU, Y., IMRAN, M. & NASSER, N., 11 Jan 2023, (E-pub ahead of print) 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2915-2920 6 p. (2022 IEEE Global Communications Conference, GLOBECOM 2022 - Proceedings).

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

  • Data Sharing 100%
  • Internet of Medical Things 100%
  • Authentication 50%
  • Anonymity 50%
  • Security and Privacy 25%

• M2R : From Mathematical Models to Resource Description Framework

  ZOU, C., LI, X., WU, P. & XIE, H., 10 Feb 2023, Web and Big Data : 6th International Joint Conference, APWeb-WAIM 2022, Nanjing, China, November 25–27, 2022, Proceedings, Part II. LI, B., YUE, L., TAO, C., HAN, X., CALVANESE, D. & AMAGASA, T. (eds.). Springer, Cham, p. 225-238 (Lecture Notes in Computer Science; vol. 13422).

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

  • Simulation Mode 100%
  • Scientific Paper 28%
  • Contexts 28%
  • Case Study 14%
  • Experimental Result 14%

• Many-to-Many Pair Trading

  WANG, Y., LI, X., WU, P. & XIE, H., 10 Feb 2023, Web and Big Data. APWeb-WAIM 2022. Springer, Cham, p. 399-407 (Lecture Notes in Computer Science; vol. 13421).

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

  • Pair Formation 100%
  • One-to-One 66%
  • Bipartite Graph 66%
  • Clustering Algorithm 33%
  • Algorithm 33%

• Surrogate-assisted Parameter Re-initialization for Differential Evolution

  JI, J-Y. & WONG, M. L., 30 Jan 2023, (E-pub ahead of print) Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022. ISHIBUCHI, H., KWOH, C-K., TAN, A-H., SRINIVASAN, D., MIAO, C., TRIVEDI, A. & CROCKETT, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1592-1599 8 p. (Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022).

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

  • Initialization 100%
  • Starting Point 33%
  • Benchmark 33%
  • Convergence 33%
  • Statistical Analysis 33%
• 2022

  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%
  1 Citation (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%
  1 Citation (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%
  1 Citation (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%

• 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%

• 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%

• 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%

• 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%

• 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%

• 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

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

  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)

• 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%

• 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%

• Peer-Assessment Enhanced Collaborative Learning in a Virtual Learning Environment

  ZOU, D., XIE, H. & WANG, F. L., Aug 2021, Blended Learning: Re-thinking and Re-defining the Learning Process. Li, R., Cheung, S. K., Iwasaki, C., Kwok, L-F. & Kageto, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 132-141 10 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

  • Peers 100%
  • Challenges 66%
  • Collaborative Learning 50%
  • Groups 33%
  • Online Learning 16%
  1 Citation (Scopus)

• Sentiment Analysis of Chinese E-commerce Reviews Based on BERT

  XIE, S., CAO, J., WU, Z., LIU, K., TAO, X. & XIE, H., 7 Jun 2021, Proceedings - 2020 IEEE 18th International Conference on Industrial Informatics, INDIN 2020. Institute of Electrical and Electronics Engineers Inc., p. 713-718 6 p. 9442190. (IEEE International Conference on Industrial Informatics (INDIN); vol. 2020-July).

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

  • e-Commerce 100%
  • Sentiment Analysis 80%
  • Bidirectional Encoder Representations From Transformers 40%
  • Internet 20%
  • Algorithms 20%
  2 Citations (Scopus)

• Systematic Evaluation of Research Progress on Technology-Enhanced Language Learning : Content Analysis and Knowledge Mapping

  CHEN, X., ZOU, D., XIE, H. & CHENG, G., 1 Jan 2021, Emerging Technologies for Education - 6th International Symposium, SETE 2021, Revised Selected Papers. JIA, W., TANG, Y., LEE, R. S., HERZOG, M., ZHANG, H., HAO, T. & WANG, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 334-343 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13089 LNCS).

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

  • Computer 100%
  • Information and Communication Technologies 50%
  • Artificial Intelligence 50%
  • Virtual Reality 50%
  • Learning Resource 50%

• Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference

  CHEN, Z., DING, C., ZHANG, Z., RAO, Y. & XIE, H., Aug 2021, Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. Association for Computational Linguistics (ACL), p. 2343–2353 11 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference).

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

  • Topic Modeling 100%
  • Simulation Mode 100%
  • Real World 50%
  • Scalability 50%
  • Semantic Structure 50%
  4 Citations (Scopus)
• 2020

  A Digital Educational Game Based on the ARCS Model for Enhancing Information Literacy

  WANG, F. L., ZHONG, J., ZOU, D., XIE, H., LUN, Y. & WONG, L. P., Aug 2020, Proceedings of 2020 International Symposium on Educational Technology (ISET). Wang, F. L., Au, O., Piamsa-nga, P., Lee, L-K. & Anussornnitisarn, P. (eds.). IEEE, p. 122-126 5 p. 9215525

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

  • Educational Game 100%
  • Information Behavior 75%
  • Simulation Mode 75%
  • Teaching and Learning 25%
  • Learning Practice 25%
  1 Citation (Scopus)

• Attention-Based CNN for Personalized Course Recommendations for MOOC Learners

  WANG, J., XIE, H., AU, O. T. S., ZOU, D. & WANG, F. L., Aug 2020, Proceedings of 2020 International Symposium on Educational Technology (ISET). Wang, F. L., Au, O., Piamsa-nga, P., Lee, L-K. & Anussornnitisarn, P. (eds.). IEEE, p. 180-184 5 p. 9215503

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

  • User 100%
  • Convolutional Neural Network 66%
  • Feature Vector 33%
  • Online Student 33%
  • Online Application 33%
  11 Citations (Scopus)

• Core Research Topics of Studies on Personalized Feedback in the Past Four Decades

  CHEN, X., ZOU, D., CHENG, G., XIE, H., WANG, F. L. & WONG, L. P., 22 Sept 2020, Database Systems for Advanced Applications. DASFAA 2020 International Workshops. NAH, Y., KIM, C., KIM, S-Y., MOON, Y-S. & WHANG, S. E. (eds.). Springer, Cham, p. 121-130 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12115 LNCS).

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

  • Learning Experiences 100%
  • Teaching and Learning 100%
  • Research Topic 100%
  • Bibliometric Analysis 100%
  • Immediates 100%

• EmoChannelAttn : Exploring emotional construction towards multi-class emotion classification

  LI, Z., CHEN, X., XIE, H., LI, Q. & TAO, X., Dec 2020, Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020. He, J., Purohit, H., Huang, G., Gao, X. & Deng, K. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 242-249 8 p. 9457707. (Proceedings - 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, WI-IAT 2020).

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

  • Classes 100%
  • Classification 66%
  • Domain Knowledge 66%
  • Dictionary 33%
  • Baseline Model 33%
  2 Citations (Scopus)

• Enhancing academic reading skills using a peer assessment of online collaborative annotation approach

  NG, W. S., XIE, H. & CHENG, G., Dec 2020, Technology in Education. Innovations for Online Teaching and Learning - 5th International Conference, ICTE 2020, Revised Selected Papers. LEE, L-K., U, L. H., WANG, F. L., CHEUNG, S. K., AU, O. & LI, K. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 281-292 12 p. (Communications in Computer and Information Science; vol. 1302).

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

  • Annotation 100%
  • Online Platform 33%
  • Internet Technology 16%
  • Questionnaire 16%
  • Collected Data 16%

• Facilitating course recommendations by word2vec paradigm through social tags

  WANG, J., XIE, H., AU, O. T. S., LEE, L. K., ZOU, D. & WANG, F. L., Dec 2020, Technology in Education. Innovations for Online Teaching and Learning - 5th International Conference, ICTE 2020, Revised Selected Papers. LEE, L-K., U, L. H., WANG, F. L., CHEUNG, S. K., AU, O. & LI, K. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 239-247 9 p. (Communications in Computer and Information Science; vol. 1302).

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

  • Semantics 100%
  • Natural Language Processing 66%
  • User 66%
  • Objective Function 33%
  • Online Learning 33%

• Geometry and Learning Co-Supported Normal Estimation for Unstructured Point Cloud

  ZHOU, H., CHEN, H., FENG, Y., WANG, Q., QIN, J., XIE, H., WANG, F. L., WEI, M. & WANG, J., 14 Jun 2020, The Proceedings of the Conference on Computer Vision and Pattern Recognition 2020 (CVPR 2020). p. 13235-13244 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

  Open Access

  • Estimation Method 100%
  • Estimation Accuracy 100%
  • Point Cloud 100%
  • Traditional Method 50%
  • Deep Learning 50%
  11 Citations (Scopus)

• Influence evaluation of academic papers via citation characteristics analysis

  WU, Q., HU, J., RAO, Y., WANG, F. L. & XIE, H., 17 Dec 2020, (E-pub ahead of print) Technology in Education. Innovations for Online Teaching and Learning - 5th International Conference, ICTE 2020, Revised Selected Papers. LEE, L-K., U, L. H., WANG, F. L., CHEUNG, S. K., AU, O. & LI, K. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 295-307 13 p. (Communications in Computer and Information Science; vol. 1302).

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

  • Evaluation 100%
  • Analysis Method 25%
  • Academic Literature 25%
  • Highly Cited Paper 25%
  • Program Content 25%

• Neural Mixed Counting Models for Dispersed Topic Discovery

  WU, J., RAO, Y., ZHANG, Z., XIE, H., LI, Q., WANG, F. L. & CHEN, Z., Jul 2020, Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics. JURAFSKY, D., CHAI, J., SCHLUTER, N. & TETREAULT, J. (eds.). Association for Computational Linguistics (ACL), p. 6159-6169 11 p.

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

  Open Access

  • Simulation Mode 100%
  • Negative Binomial 44%
  • Topic Document 22%
  • Real World 11%
  • Inference Method 11%

• Smart Learning Environments: A Bibliometric Analysis

  CHEN, X., ZOU, D., XIE, H. & WANG, F. L., 18 Jul 2020, Blended Learning. Education in a Smart Learning Environment. ICBL 2020. CHEUNG, S. K. S., LI, R., PHUSAVAT, K., PAOPRASERT, N. & KWOK, L-F. (eds.). Springer, Cham, p. 353-364 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12218 LNCS).

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

  • Research Topic 100%
  • Bibliometric Analysis 100%
  • Research Project 50%
  • Teaching and Learning 50%
  • Learning Process 50%
  6 Citations (Scopus)

• The Analysis of Worldwide Research on Artificial Intelligence Assisted User Modeling

  CHEN, X., GAO, D., LUN, Y., HAO, T. & XIE, H., Feb 2020, Emerging Technologies for Education - 4th International Symposium, SETE 2019, held in Conjunction with ICWL 2019, Revised Selected Papers: 4th International Symposium, SETE 2019, Held in Conjunction with ICWL 2019, Magdeburg, Germany, September 23–25, 2019, Revised Selected Papers. POPESCU, E., HAO, T., HSU, T-C., XIE, H., TEMPERINI, M. & CHEN, W. (eds.). Springer, Cham, p. 201-213 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11984 LNCS).

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

  • Artificial Intelligence 100%
  • User Modeling 100%
  • Academia 25%
  • Special Attention 25%
  • Information and Communication Technologies 25%
  2 Citations (Scopus)

• What Are MOOCs Learners’ Concerns? Text Analysis of Reviews for Computer Science Courses

  CHEN, X., ZOU, D., XIE, H. & CHENG, G., 22 Sept 2020, (E-pub ahead of print) Database Systems for Advanced Applications. DASFAA 2020 International Workshops. NAH, Y., KIM, C., KIM, S-Y., MOON, Y-S. & WHANG, S. E. (eds.). Springer, Cham, p. 73-79 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12115 LNCS).

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

  • Learner 100%
  • Computer Science 100%
  • Learning 100%
  • Computer Technology 100%
  • Evaluation 66%
  2 Citations (Scopus)
• 2019

  Diversity Implications of Online Learning of Coding

  LANE, M., HUI, W. Y. W., MURCIA, K. & WONGTHONGTHAM, P., Feb 2019, Proceedings of the 6th International Conference on Educational Technologies 2019. Kommers, P., Issa, T., Isaías, P. & Hui, W. (eds.). International Association for Development of the Information Society, p. 44-54

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

  • Moral Concepts 100%
  • Diversity 100%
  • Education 100%
  • Ethnic Groups 66%
  • Higher Education 66%
• 2018

  Exploring Open Innovation Technologies in Creative Industries: Systematic Review and Future Research Agenda

  RAHIMLI, N. & SEE-TO, E. W. K., Feb 2018, Information Technology Science, 2017. Roch, A. & Antipova, T. (eds.). Springer-Verlag GmbH and Co. KG, p. 71-85 15 p. (Advances in Intelligent Systems and Computing; vol. 724).

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

  • Open Innovation 100%
  • Technology 66%
  • Research 66%
  • Creative Industry 66%
  • Managers 33%
  1 Citation (Scopus)

• Super-resolution for sequence series data using long-short term memory network

  WONG, P. K., WONG, M. L. & LEUNG, K. S., 2 Feb 2018, 2017 IEEE Symposium Series on Computational Intelligence, SSCI 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-8 8 p.

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

  • Long Short-Term Memory Network 100%
  • Regression 100%
  • Lowest Resolution 50%
  • Machine Learning 25%
  • Multilayer Perceptron 25%
• 2017

  Capacity allocation in a service system : parametric and data-driven approaches

  LIANG, L., XIAO, G. & YE, H., 1 Jan 2017, Digital Human Modeling. Applications in Health, Safety, Ergonomics, and Risk Management : Ergonomics and Design, 8th International Conference, DHM 2017, Held as Part of HCI International 2017, Vancouver, BC, Canada, July 9-14, 2017, Proceedings, Part I. Springer-Verlag GmbH and Co. KG, p. 295-307 13 p.

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

  • Service 100%
  • Driven Approach 60%
  • Capacity Allocation 40%
  • Level Requirement 20%
  • Allocation Problem 20%

• Long-short term memory network for RNA structure profiling super-resolution

  WONG, P. K., WONG, M. L. & LEUNG, K. S., Nov 2017, Theory and Practice of Natural Computing : 6th International Conference, TPNC 2017, Prague, Czech Republic, December 18-20, 2017, proceedings. Springer-Verlag GmbH and Co. KG, p. 255-266 12 p. (Lecture Notes in Computer Science (LNCS) book series; vol. 10687).

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

  • Long Short-Term Memory Network 100%
  • Regression 100%
  • RNA Structure 100%
  • Short Term Memory 100%
  • Profiling 66%
  1 Citation (Scopus)
• 2016

  Hierarchical knowledge in self-improving Grammar-Based Genetic Programming

  WONG, P-K., WONG, M. L. & LEUNG, K-S., 1 Jan 2016, Parallel Problem Solving from Nature: PPSN XIV: 14th International Conference, Edinburgh, UK, September 17-21, 2016, Proceedings. Springer, p. 270-280 11 p.

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

  • Genetic Programming 100%
  • Deep Learning 60%
  • Case Study 20%
  • Optimal Solution 20%
  • Search Algorithm 20%
  6 Citations (Scopus)

• Learning grammar rules in probabilistic Grammar-based Genetic Programming

  WONG, P-K., WONG, M. L. & LEUNG, K-S., 1 Jan 2016, Theory and practice of natural computing : 5th international conference, TPNC 2016, Sendai, Japan, December 12-13, 2016, proceedings. Springer, p. 208-220 13 p.

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

  • Genetic Programming 100%
  • Deep Learning 60%
  • Programs 60%
  • Case Study 20%
  • Search Space 20%

• Prototyping the machine-human dialogues in a smartphone voice call application with task resumption support

  YEUNG, W. L. & LI, Y. W. S., 1 Jan 2016, Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems. The Association for Computing Machinery, p. 1788-1793 6 p.

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

  • Dialogue 100%
  • Voice Call 100%
  • Application 75%
  • Effectiveness 50%
  • Mobile Phones 50%
  3 Citations (Scopus)

• Supply chain analysis with export tax rebate policy

  LIU, J., FU, K., LU, P. & SHANG, W., 1 Jan 2016, 2015 IEEE Conference on Industrial Engineering and Engineering Management. p. 915-918 4 p.

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

  • Supply Chain Management 100%
  • Taxation 100%
  • Supply Chain 100%
  • Development of Economics 50%
  • Corporation 50%
• 2015

  Applications of data mining in online retailing : a case for mining prefix-ordered web site navigation paths

  YEUNG, W. L., 1 Jan 2015, 2014 2nd International Conference on Systems and Informatics, ICSAI 2014. Institute of Electrical and Electronics Engineers Inc., p. 943-947 5 p.

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

  • Navigation Pattern 100%
  • Data Mining 100%
  • Application 50%
  • Design 50%
  1 Citation (Scopus)

• Exploiting modularity and hierarchical modularity to infer large causal gene regulatory network

  LO, L. Y., WONG, M. L., LEE, K. H. & LEUNG, K. S., 1 Jan 2015, 2015 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, CIBCB 2015. Institute of Electrical and Electronics Engineers Inc.

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

  • Networks 100%
  • Subnetwork 42%
  • Modularity 28%
  • Algorithms 14%
  • Synthetic Data 14%
  1 Citation (Scopus)

• Financial fraud detection by using grammar-based multi-objective genetic programming with ensemble learning

  LI, H. & WONG, M. L., 1 Jan 2015, 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1113-1120 8 p.

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

  • Fraud Detection 100%
  • Genetic Programming 60%
  • Ensemble Learning 60%
  • Logistic Regression 20%
  • Bayesian Networks 20%
  17 Citations (SciVal)
• 2014

  Grammar-based genetic programming with Bayesian network

  WONG, P. K., LO, L. Y., WONG, M. L. & LEUNG, K. S., 22 Sept 2014, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc., p. 739-746 8 p.

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

  • Genetic Programming 100%
  • Bayesian Networks 60%
  • Programs 60%
  • Building-Blocks 20%
  • Syntactics 20%
  9 Citations (Scopus)

• Grammar-based genetic programming with dependence learning and Bayesian network classifier

  WONG, P. K., LO, L. Y., WONG, M. L. & LEUNG, K. S., 12 Jul 2014, GECCO 2014 - Proceedings of the 2014 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, p. 959-966 8 p.

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

  • Genetic Programming 100%
  • Bayesian Networks 75%
  • Classification (Machine Learning) 75%
  • Search Space 50%
  • Classes 50%
  7 Citations (Scopus)

• Tackling message congestion in agent-based manufacturing control

  YEUNG, W. L., 1 Jan 2014, Proceedings of the 5th International Asia Conference on Industrial Engineering and Management Innovation (IEMI2014). Atlantis Press, p. 205-207 3 p.

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

  • Messages 100%
  • Control 100%
  • Negotiation Process 50%
  1 Citation (Scopus)
• 2013

  Adapting the contract net protocol for publish/subscribe messaging

  YEUNG, W. L., 21 Oct 2013, Proceedings of the 2013 International Conference on High Performance Computing and Simulation, HPCS 2013. Institute of Electrical and Electronics Engineers, p. 139-142 4 p.

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

  • Contract Net Protocol 100%
  • Messaging Service 40%
  • Middleware 20%
  • Direct Addressing 20%
  • Distributed Environment 20%

• Applying ant colony optimization in configuring stacking ensemble

  CHEN, Y. & WONG, M. L., 23 Apr 2013, 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012. Institute of Electrical and Electronics Engineers, p. 2111-2116 6 p.

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

  • Ant Colony Optimisation 100%
  • Metaheuristics 66%
  • Classification (Machine Learning) 66%
  • Ensemble Method 66%
  • Benchmark 33%
  3 Citations (Scopus)