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Research Outputs 2009 2019

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Article
2019

Data-driven geometry-recovering mesh denoising

WANG, J., HUANG, J., WANG, F. L., WEI, M., XIE, H. & QIN, J., May 2019, In : Computer-Aided Design. 114, p. 133-142

Research output: Contribution to journalArticle

Geometry
Learning algorithms
Cameras
Recovery

Digital game-based vocabulary learning: Where are we and where are we going?

ZOU, D., HUANG, Y. & XIE, H., 25 Jul 2019, In : Computer Assisted Language Learning.

Research output: Contribution to journalArticle

vocabulary
Educational technology
learning
listening comprehension
educational technology

Editorial: Affective and sentimental computing

XIE, H., WONG, T-L., WANG, F. L., WONG, R., TAO, X. & WANG, R., Jun 2019, In : International Journal of Machine Learning and Cybernetics.

Research output: Contribution to journalArticle

Effects of caption and gender on junior high students' EFL learning from iMap-enhanced contextualized learning

CHEN, M-P., WANG, L-C., ZOU, D., LIN, S-Y. & XIE, H., Jun 2019, In : Computers & Education. 140, 103602.

Research output: Contribution to journalArticle

gender
learning
student
learning performance
Group

End-to-end latent-variable task-oriented dialogue system with exact log-likelihood optimization

XU, H., PENG, H., XIE, H., CAMBRIA, E., ZHOU, L. & ZHENG, W., 07 Jun 2019, In : World Wide Web.

Research output: Contribution to journalArticle

Maximum likelihood estimation
Reinforcement learning
Decision making
Statistics
Industry

How to facilitate self-regulated learning? A case study on open educational resources

WONG, T-L., XIE, H., ZOU, D., WANG, F. L., TANG, J. K. T., KONG, A. & KWAN, R., 19 Apr 2019, In : Journal of Computers in Education.

Research output: Contribution to journalArticle

classroom
resources
learning
teaching method
student

Mesh-based computation for solving bas-relief reconstruction from editable normal image

HUANG, J., WANG, J., CHEN, H., GUO, X., WEI, M., XIE, H. & QIN, J., Mar 2019, In : Measurement Science and Technology. 30, 4, 045402.

Research output: Contribution to journalArticle

mesh
Mesh
Geometry
Drawing (graphics)
Processing
1 Citation (Scopus)

Multi-criteria decision making based architecture selection for single-hidden layer feedforward neural networks

WANG, R., XIE, H., FENG, J., WANG, F. L. & XU, C., Apr 2019, In : International Journal of Machine Learning and Cybernetics. 10, 4, p. 655-666

Research output: Contribution to journalArticle

Feedforward neural networks
Decision making
Learning systems
Neural networks
4 Citations (Scopus)

Personalized recommendation by matrix co-factorization with tags and time information

LUO, L., XIE, H., RAO, Y. & WANG, F. L., Apr 2019, In : Expert Systems with Applications. 119, p. 311-321

Research output: Contribution to journalArticle

Factorization
Recommender systems
Singular value decomposition
Intelligent systems
Expert systems

Personalized word learning for university students: A profile-based method for e-learning systems

XIE, H., ZOU, D., ZHANG, R., WANG, M. & KWAN, R., Aug 2019, In : Journal of Computing in Higher Education. 31, 2, p. 273-289

Research output: Contribution to journalArticle

electronic learning
university
learning
student
vocabulary

Segment-level joint topic-sentiment model for online review analysis

YANG, Q., RAO, Y., XIE, H., WANG, J., WANG, F. L. & CHAN, W. H., Jan 2019, In : IEEE Intelligent Systems. 34, 1, p. 43-50

Research output: Contribution to journalArticle

Purchasing
Internet

Sentiment classification using negative and intensive sentiment supplement information

CHEN, X., RAO, Y., XIE, H., WANG, F. L., ZHAO, Y. & YIN, J., Jun 2019, In : Data Science and Engineering. 4, 2, p. 109-118

Research output: Contribution to journalArticle

Linguistics
Learning algorithms
Learning systems
Semantics
Chemical analysis

Structure-guided shape-preserving mesh texture smoothing via joint low-rank matrix recovery

CHEN, H., HUANG, J., REMIL, O., XIE, H., QIN, J., GUO, Y., WEI, M. & WANG, J., May 2019, In : Computer-Aided Design. 115, p. 122-134

Research output: Contribution to journalArticle

Textures
Recovery
Shape optimization
Recommender systems
Learning systems

Trends and development in technology-enhanced adaptive/personalized learning: A systematic review of journal publications from 2007 to 2017

XIE, H., CHU, H-C., HWANG, G-J. & WANG, C-C., Jun 2019, In : Computers & Education. 140, 103599.

Research output: Contribution to journalArticle

Smartphones
Cloud computing
Virtual reality
Artificial intelligence
Students
2018
7 Citations (Scopus)

A bibliometric analysis of natural language processing in medical research

CHEN, X., XIE, H., WANG, F. L., LIU, Z., XU, J. & HAO, T., 2018, In : BMC Medical Informatics and Decision Making. 18, Suppl 1, 14.

Research output: Contribution to journalArticle

Natural Language Processing
Bibliometrics
Publications
Biomedical Research
Information Storage and Retrieval

A flexible graph-based model for facilitating digital learning activities

ZOU, D., WANG, F. L., XIE, H., WONG, T. L. & KWAN, R., 2018, In : International Journal of Innovation and Learning. 23, 4, p. 444-462

Research output: Contribution to journalArticle

electronic learning
learning
Learning systems
Distance education
distance learning

A learning framework for information block search based on probabilistic graphical models and Fisher Kernel

WONG, T. L., XIE, H., LAM, W. & WANG, F. L., Sep 2018, In : International Journal of Machine Learning and Cybernetics. 9, 9, p. 1473-1487

Research output: Contribution to journalArticle

Websites
Information retrieval
Experiments
22 Citations (Scopus)

A novel binary artificial bee colony algorithm for the set-union knapsack problem

HE, Y., XIE, H., WONG, T. L. & WANG, X., Jan 2018, In : Future Generation Computer Systems. 78, Part 1, p. 77-86

Research output: Contribution to journalArticle

Evolutionary algorithms
Consolidation
Mathematical models
Experiments

Drug prescription support in dental clinics through drug corpus mining

GOH, W. P., TAO, X., ZHANG, J., YONG, J., ZHANG, W. & XIE, H., Dec 2018, In : International Journal of Data Science and Analytics. 6, 4, p. 341-349

Research output: Contribution to journalArticle

Dental Clinics
Drug Prescriptions
Dentists
Pharmaceutical Preparations
Prescriptions

Editorial

WANG, F. L., ZOU, D., XIE, H. & WONG, T-L., 2018, In : International Journal of Innovation and Learning. 23, 1, p. 1-4

Research output: Contribution to journalArticle

Editorial: Natural language processing empowered mobile computing

HAO, T., WONG, R., HE, Z., XIE, H., WONG, T. L. & WANG, F. L., Oct 2018, In : Wireless Communications and Mobile Computing. 2018, 9130545.

Research output: Contribution to journalArticle

Editorial: Review and trend analysis of knowledge management and e-learning research

HWANG, G-J. & XIE, H., Dec 2018, In : Knowledge Management and E-Learning. 10, 4, p. 371-374

Research output: Contribution to journalArticle

Knowledge management
knowledge management
electronic learning
trend
learning
Teaching
instruction
learning
Students
language
3 Citations (Scopus)

Future trends and research issues of technology-enhanced language learning: A technological perspective

ZOU, D., XIE, H. & WANG, F. L., Dec 2018, In : Knowledge Management and E-Learning. 10, 4, p. 426-440

Research output: Contribution to journalArticle

trend
language
learning
model learning
learning objective
7 Citations (Scopus)

Improving user recommendation by extracting social topics and interest topics of users in uni-directional social networks

XU, K., ZHENG, X., CAI, Y., MIN, H., GAO, Z., ZHU, B., XIE, H. & WONG, T. L., 2018, In : Knowledge-Based Systems. 140, p. 120-133

Research output: Contribution to journalArticle

Factorization
Experiments
2 Citations (Scopus)

Incorporating user experience into critiquing-based recommender systems: A collaborative approach based on compound critiquing

XIE, H., WANG, D. D., RAO, Y., WONG, T. L., LAU, Y. K. R., CHEN, L. & WANG, F. L., 2018, In : International Journal of Machine Learning and Cybernetics. 9, 5, p. 837-852

Research output: Contribution to journalArticle

Recommender systems
Feedback
Processing
6 Citations (Scopus)

Learning-based 3D surface optimization from medical image reconstruction

WEI, M., WANG, J., GUO, X., WU, H., XIE, H., WANG, F. L. & QIN, J., Apr 2018, In : Optics and Lasers in Engineering. 103, p. 110-118

Research output: Contribution to journalArticle

image reconstruction
Image reconstruction
learning
mesh
flat surfaces
1 Citation (Scopus)

Modelling second language learners for learning task recommendation

XIE, H., ZOU, D., WONG, T. L. & WANG, F. L., 2018, In : International Journal of Innovation and Learning. 23, 1, p. 76-92

Research output: Contribution to journalArticle

language
learning
Recommender systems
language acquisition
Students
11 Citations (Scopus)

Nonrigid iterative closest points for registration of 3D biomedical surfaces

LIANG, L., WEI, M., SZYMCZAK, A., PETRELLA, A., XIE, H., QIN, J., WANG, J. & WANG, F. L., Jan 2018, In : Optics and Lasers in Engineering. 100, p. 141-154

Research output: Contribution to journalArticle

optical scanners
vertebrae
femur
computer graphics
Computer graphics
3 Citations (Scopus)

On the effectiveness of least squares generative adversarial networks

MAO, X., LI, Q., XIE, H., LAU, Y. K. R., WANG, Z. & SMOLLEY, S. P., 2018, (Accepted/In press) In : IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to journalArticle

Least Squares
Discriminators
Penalty
Gradient
Unsupervised learning
4 Citations (Scopus)
Learning systems
Educational technology
Experiments
1 Citation (Scopus)

Privacy-preserving shared collaborative web services QoS prediction

LIU, A., SHEN, X., XIE, H., LI, Z., LIU, G., XU, J., ZHAO, L. & WANG, F. L., Aug 2018, In : Journal of Intelligent Information Systems.

Research output: Contribution to journalArticle

Web services
Quality of service
Industry
Experiments
1 Citation (Scopus)

Stock prediction via sentimental transfer learning

LI, X., XIE, H., LAU, R. Y. K., WONG, T. L. & WANG, F-L., Dec 2018, In : IEEE Access. 6, p. 73110-73118

Research output: Contribution to journalArticle

Time series
Experiments
1 Citation (Scopus)

Universal affective model for readers' emotion classification over short texts

LIANG, W., XIE, H., RAO, Y., LAU, R. Y. K. & WANG, F. L., Dec 2018, In : Expert Systems with Applications. 114, p. 322-333

Research output: Contribution to journalArticle

Blogs

基於區間梯度的聯合雙邊濾波圖像紋理去除方法

魏明强, 馮一簞, 王偉明, 謝浩然 & 王富利, Mar 2018, In : 計算機科學. 45, 3, p. 29-34

Research output: Contribution to journalArticle

2017
7 Citations (Scopus)

A comparative study on various vocabulary knowledge scales for predicting vocabulary pre-knowledge

ZOU, D., XIE, H., RAO, Y., WONG, T. L., WANG, F. L. & WU, Q., Jan 2017, In : International Journal of Distance Education Technologies. 15, 1, p. 69-81

Research output: Contribution to journalArticle

vocabulary
Textbooks
Learning systems
learning
resources

A hybrid model for opinion mining based on domain sentiment dictionary

CAI, Y., YANG, K., HUANG, D., ZHOU, Z., LEI, X., XIE, H. & WONG, T. L., 2017, In : International Journal of Machine Learning and Cybernetics.

Research output: Contribution to journalArticle

Glossaries
Classifiers
8 Citations (Scopus)

A multi-relational term scheme for first story detection

RAO, Y., LI, Q., WU, Q., XIE, H., WANG, F. L. & WANG, T., Sep 2017, In : Neurocomputing. 254, p. 42-52

Research output: Contribution to journalArticle

Security Measures
Information Storage and Retrieval
Intelligence
Cluster Analysis
National security
Glossaries
dictionary
electronics
Data storage equipment
language
instruction
classroom
Teaching
language
electronic learning
9 Citations (Scopus)

Bootstrapping social emotion classification with semantically rich hybrid neural networks

LI, X., RAO, Y., XIE, H., LAU, Y. K. R., YIN, J. & WANG, F. L., 2017, In : IEEE Transactions on Affective Computing. 8, 4, p. 428-442

Research output: Contribution to journalArticle

Neural networks
Semantics
Speech recognition
Image analysis
Teaching
8 Citations (Scopus)

Discover learning path for group users: A profile-based approach

XIE, H., ZOU, D., WANG, F. L., WONG, T. L., RAO, Y. & WANG, S. H., Sep 2017, In : Neurocomputing. 254, p. 59-70

Research output: Contribution to journalArticle

Explosions
Learning systems
Learning
Experiments
Big data
4 Citations (Scopus)

Efficient alarm behavior analytics for telecom networks

WANG, J., HE, C., LIU, Y., TIAN, G., PENG, I., XING, J., RUAN, X., XIE, H. & WANG, F. L., Sep 2017, In : Information Sciences. 402, p. 1-14

Research output: Contribution to journalArticle

Internet service providers
Networks (circuits)
Packet networks
Switching networks
Fault

Guest editorial preface: Special issue on user modeling for web-based learning

XIE, H., ZOU, D., WONG, T. L., RAO, Y. & WANG, F. L., 2017, In : International Journal of Distance Education Technologies. 15, 2, p. v-viii

Research output: Contribution to journalArticle

1 Citation (Scopus)

Recent advances in semantic computing and personalization

XIE, H., WANG, F. L., MAO, X., LI, K., LI, Q. & WANG, H., Sep 2017, In : Neurocomputing. 254, p. 1-2

Research output: Contribution to journalArticle

2 Citations (Scopus)

Social emotion classification based on noise-aware training

LI, X., RAO, Y., XIE, H., LIU, X., WONG, T. L. & WANG, F. L., Jul 2017, In : Data & Knowledge Engineering.

Research output: Contribution to journalArticle

Semantics
Processing
Experiments

Top K representative: A method to select representative samples based on K nearest neighbors

YANG, K., CAI, Y., CAI, Z., XIE, H., WONG, T. L. & CHAN, W. H., 12 Dec 2017, In : International Journal of Machine Learning and Cybernetics.

Research output: Contribution to journalArticle

Supervised learning
Sampling
Hardness
Polynomials
Personnel
2016
6 Citations (Scopus)

A topic-based sentiment analysis model to predict stock market price movement using Weibo mood

TAO, X., HUANG, W., MU, X. & XIE, H., Nov 2016, In : Web Intelligence. 14, 4, p. 287-300

Research output: Contribution to journalArticle

Websites
Economics
Finance
Internet
Financial markets
3 Citations (Scopus)

Context-aware ontologies generation with basic level concepts from collaborative tags

CAI, Y., CHEN, W. H., LEUNG, H. F., LI, Q., XIE, H., LAU, Y. K. R., MIN, H. & WANG, F. L., Oct 2016, In : Neurocomputing. 208, p. 25-38

Research output: Contribution to journalArticle

Ontology
Multimedia
Semantics
Directories
Benchmarking