Department of Computing and Decision Sciences

Research Output 1995 2020

2019

An empirical study of payment technologies, the psychology of consumption, and spending behavior in a retailing context

SEE-TO, E. W. K. & NGAI, E. W. T., Apr 2019, In : Information and Management. 56, 3, p. 329-342 14 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Consumer behavior
Smart cards
Empirical study
Retailing
Psychology
1 Scopus Citations

Consumer perceived value preferences for mobile marketing in China: A mixed method approach

HUANG, L., MOU, J., SEE-TO, E. W. K. & KIM, J., 1 May 2019, In : Journal of Retailing and Consumer Services. 48, p. 70-86 17 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Mixed methods
Mobile marketing
Perceived value
China
Scaling

Cost-sensitive ensemble of stacked denoising autoencoders for class imbalance problems in business domain

WONG, M. L., SENG, K. & WONG, P. K., 2 Sep 2019, In : Expert Systems with Applications. 141, 112918.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Costs
Industry
Marketing
Classifiers
Deep neural networks

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 ProceedingsConference paper (refereed)Researchpeer-review

coding
learning
education
computer science
national minority

Fast Supervised Topic Models for Short Text Emotion Detection

PANG, J., RAO, Y., XIE, H., WANG, X., WANG, F. L., WONG, T. & LI, Q., 30 Sep 2019, In : IEEE Transactions on Cybernetics. p. 1-14

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Parameter estimation
Websites
Costs
1 Scopus Citations

Pricing for newly-launched experience products: Free trial or not?

NIU, B., YUE, H., LUO, H. & SHANG, W., Jun 2019, In : Transportation Research Part E: Logistics and Transportation Review. 126, p. 149-176 28 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Marketing
pricing
Costs
experience
firm

Probabilistic Grammar-based Neuroevolution for Physiological Signal Classification of Ventricular Tachycardia

WONG, P., LEUNG, K. & WONG, M., 6 Jun 2019, In : Expert Systems with Applications. 135, p. 237-248

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Expert systems
Genetic programming
Medical applications
Computational efficiency
Deep neural networks

Software piracy and bundling in the cloud-based software era

ZHANG, X., YUE, W. T. & HUI, W. Y. W., 5 Aug 2019, In : Information Technology and People. 32, 4, p. 1085-1122

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Computer crime
piracy
Cloud computing
Merging
Information technology

The role of the library café as a learning space : a comparative analysis of three universities

DENG, Q., ALLARD, B., LO, P., CHIU, K. W. . D., SEE-TO, W. K. E. & BAO, Z. R. . A., 1 Sep 2019, In : Journal of Librarianship and Information Science. 51, 3, p. 823-842

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

university
learning
informal learning
recreational activity
joint venture

You have not been archiving emails for no reason! Using big data analytics to cluster B2B interest in products and services and link clusters to financial performance

YANG, Y., SEE-TO, E. W. K. & PAPAGIANNIDIS, S., 1 Feb 2019, In : Industrial Marketing Management. 14 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Financial performance
Electronic mail
Consumer preferences
Predictive power
Marketing strategy
2018
3 Citations (Scopus)

Critical areas of knowledge loss when employees leave in the oil and gas industry

Sumbal, M. S., Tsui, E., Cheong, R. & See-to, E. W. K., 8 Oct 2018, In : Journal of Knowledge Management. 22, 7, p. 1573-1590 18 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Gas industry
Personnel
Gases
Industry
Knowledge management

Decomposition Approach for Learning Large Gene Regulatory Network

LO, L., WONG, M. L., LEUNG, K. S., LAM, W. L. A. & Chung, C., 20 Jun 2018, In : Journal of Health & Medical Informatics. 9, 3, 315.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Open Access
Genes
Decomposition
Transcription factors
Curing
Time series

Duopolistic Positioning and Pricing Competition with Variety-Seeking and Strategic Customers

SHANG, W., TONG, S. & WANG, Y., 18 Jun 2018.

Research output: Other Conference ContributionsConference Paper (other)Research

Variety seeking
Positioning
Pricing
Wisdom
1 Scopus Citations

Efficiency of task allocation based on contract net protocol with audience restriction in a manufacturing control application

YEUNG, W. L., 3 Oct 2018, In : International Journal of Computer Integrated Manufacturing. 31, 10, p. 1005-1017 13 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Multi agent systems

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 ProceedingsConference paper (refereed)Researchpeer-review

Innovation
Industry
Managers
3 Citations (Scopus)

Identifying industrial clusters with a novel big-data methodology : are SIC codes (not) fit for purpose in the Internet age?

PAPAGIANNIDIS, S., SEE-TO, W. K. E., ASSIMAKOPOULOS, D. G. & YANG, Y., Oct 2018, In : Computers and Operations Research. 98, p. 355-366 12 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Internet
Decision support systems
Methodology
Decision Support Systems
Geographical regions

Incentive-Driven Bilateral Transshipment in Inventory Competition

SHANG, W., FU, Q. & LIU, L., 2018.

Research output: Other Conference ContributionsAbstractResearchpeer-review

Pricing the digital version of a book : wholesale vs. agency models

LUO, C., LENG, M., TIAN, X. & SONG, J., 1 Jan 2018, In : INFOR: Information Systems and Operational Research. 56, 5, p. 163-191 29 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Pricing
Agency model
Retail prices
Duopoly
Monopoly

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 ProceedingsConference paper (refereed)Researchpeer-review

Memory Term
Super-resolution
Series
Multilayer neural networks
Learning systems
4 Citations (Scopus)

The impact of the uses and gratifications of tourist attraction fan page

HO, K. K. W. & SEE-TO, E. W. K., 2018, In : Internet Research. 28, 3, p. 587-603 17 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

fan
Fans
tourist
entertainment
Tourism
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 ProceedingsConference paper (refereed)Researchpeer-review

Service system
Capacity allocation
Service levels
Queue
Bandwidth
7 Citations (Scopus)

Educational usage of mobile devices : differences between postgraduate and undergraduate students

LAU, K. P., CHIU, K. W. . D., HO, K. W. . K., LO, P. & SEE-TO, W. K. E., 1 May 2017, In : The Journal of Academic Librarianship. 43, 3, p. 201-208 8 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

learning
student
search engine
online survey
social network
1 Scopus Citations

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

WONG, P. K., WONG, M. L. & LEUNG, K. S., 1 Jan 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.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)Researchpeer-review

RNA
Multilayer neural networks
Learning systems
Long short-term memory
5 Citations (Scopus)

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 ProceedingsConference paper (refereed)Researchpeer-review

Genetic programming
60 Citations (Scopus)

Information sharing in a supply chain with a common retailer

SHANG, W., HA, A. Y. & TONG, S., Jan 2016, In : Management Science. 62, 1, p. 245-263 19 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Information sharing
Retailers
Supply chain
Contracting
Demand uncertainty

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 ProceedingsConference paper (refereed)Researchpeer-review

Genetic programming
Function evaluation
Computer program listings

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 ProceedingsConference paper (refereed)Researchpeer-review

Smartphones
Experiments
4 Citations (Scopus)

Sell through a local retailer or operate your own store? Channel structure and risk analysis

NIU, B., LIU, L. & WANG, J., 1 Feb 2016, In : Journal of the Operational Research Society. 67, 2, p. 325-338 14 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Risk analysis
Costs
Operating costs
Sales
Integrated

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 ProceedingsConference paper (refereed)Researchpeer-review

Rebates
Tax
Export tax
Tax policy
Supply chain
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 ProceedingsConference paper (refereed)Researchpeer-review

Data mining
Websites
Navigation
7 Citations (Scopus)

Evolving competition between Hong Kong and Shenzhen ports

TIAN, X., LIU, L. & WANG, S., 1 Jan 2015, In : Maritime Policy and Management: The flagship journal of international shipping and port research. 42, 8, p. 729-745 17 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Hong Kong
Shenzhen
Transshipment
Reallocation
Econometric tests

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 ProceedingsConference paper (refereed)Researchpeer-review

Genes
Time series
Merging
Time delay
Throughput
7 Citations (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 ProceedingsConference paper (refereed)Researchpeer-review

Genetic programming
Adaptive boosting
Bayesian networks
Decision trees
Multiobjective optimization
8 Citations (Scopus)

High-order dynamic Bayesian network learning with hidden common causes for causal gene regulatory network

LO, L. Y., WONG, M. L., LEE, K. H. & LEUNG, K. S., 2015, In : BMC Bioinformatics. 16, p. 1-28 28 p., 395.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Open Access
Dynamic Bayesian Networks
Gene Regulatory Networks
Gene Regulatory Network
Bayesian networks
Genes

Large Causal Gene Regulatory Network Inference by Decomposition into Subnetworks

LO, L-Y., WONG, M. L., LEE, K-H. & LEUNG, K-S., May 2015, In : International Journal of Bioscience, Biochemistry and Bioinformatics. 5, 3, p. 175 - 183

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Open Access
Genes
Decomposition
Gaussian distribution
Curing
Time series
11 Citations (Scopus)

Scalable model-based clustering for large databases based on data summarization

JIN, H., WONG, M. L. & LEUNG, K-S., 1 Jan 2015, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 27, 11, p. 1710-1719 10 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Model-based Clustering
Summarization
Gaussian Mixture Model
Clustering algorithms
Gaussian Mixture
1 Scopus Citations

Study of a passenger-taxi queueing system with nonzero matching time

SHI, Y., LIAN, Z. & SHANG, W., 1 Jan 2015, 2015 12th International Conference on Service Systems and Service Management, ICSSSM 2015. Institute of Electrical and Electronics Engineers Inc.

Research output: Book Chapters | Papers in Conference ProceedingsConference paper (refereed)Researchpeer-review

Markov processes
10 Citations (Scopus)

Targeting high value customers while under resource constraint : partial order constrained optimization with genetic algorithm

CUI, G., WONG, M. L. & WAN, X., Feb 2015, In : Journal of Interactive Marketing. 29, 1, p. 27-37 11 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Targeting
Resource constraints
Direct marketing
Genetic algorithm
Constrained optimization
5 Citations (Scopus)

Time delayed causal gene regulatory network inference with hidden common causes

LO, L. Y., WONG, M. L., LEE, K. H. & LEUNG, K. S., 22 Sep 2015, In : PLoS ONE. 10, 9, p. 1-47 47 p., e0138596.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Gene Regulatory Networks
Genes
Time series
time series analysis
Gaussian distribution
2014
19 Citations (Scopus)

Applying ant colony optimization to configuring stacking ensembles for data mining

CHEN, Y., WONG, M. L. & LI, H., May 2014, In : Expert Systems with Applications. 41, 6, p. 2688-2702 15 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Ant colony optimization
Data mining
Classifiers
Decision making
Experiments
5 Citations (Scopus)

Cooperative game analysis of retail space-exchange problems

LENG, M., PARLAR, M. & ZHANG, D., 16 Jan 2014, In : European Journal of Operational Research. 232, 2, p. 393-404 12 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Cooperative Game
Profitability
Bargaining
Profit
Shapley Value
4 Citations (Scopus)

Grammar-based genetic programming with Bayesian network

WONG, P. K., LO, L. Y., WONG, M. L. & LEUNG, K. S., 22 Sep 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 ProceedingsConference paper (refereed)Researchpeer-review

Genetic programming
Bayesian networks
Syntactics
Semantics
4 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 ProceedingsConference paper (refereed)Researchpeer-review

Genetic programming
Bayesian networks
Classifiers
Labels
Probability distributions
1 Scopus Citations

Impact of tax reduction policies on consumer purchase of new automobiles : an analytical investigation with real data-based experiments

CHAN, K. H., LENG, M. & LIANG, L., Dec 2014, In : Naval Research Logistics (NRL). 61, 8, p. 577-598 22 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Tax
Automobile
Taxation
Automobiles
Sales

Knowledge Discovering in Corporate Securities Fraud by Using Grammar Based Genetic Programming

LI, H-B. & WONG, M. L., Mar 2014, In : Journal of Computer and Communications. 2, 4, p. 148-156 9 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Open Access
Genetic programming
Data mining
Radial basis function networks
Bayesian networks
Logistics
5 Citations (Scopus)

Lead-lag relationship between new-building and second-hand ship prices

KOU, Y., LIU, L. & LUO, M., 2014, In : Maritime Policy and Management: The flagship journal of international shipping and port research. 41, 4, p. 303-327 25 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Lead-lag relationship
Ship
Shipping
1 Scopus Citations

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 ProceedingsConference paper (refereed)Researchpeer-review

20 Citations (Scopus)

The network-based business process

KAJAN, E., FACI, N., MAAMAR, Z., LOO, A., PLJASKOVIC, A. & SHENG, Q. Z., Mar 2014, In : IEEE Internet Computing. 18, 2, p. 63-69 7 p.

Research output: Journal PublicationsJournal Article (refereed)Researchpeer-review

Industry
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 ProceedingsConference paper (refereed)Researchpeer-review

Network protocols
Middleware
Broadcasting
Experiments