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Stephen Shaoyi Liao

Stephen S. Y. Liao – Shaoyi Liao – 廖少毅

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2024
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Shuang Wang, Shuyan Jin, Kun Xu, Jiayan She, Jipeng Fan, Mingjie He, Stephen Shaoyi Liao, Zhongjun Gao, Xiaobo Liu, Keqin Yao:
A pediatric bone age assessment method for hand bone X-ray images based on dual-path network. Neural Comput. Appl. 36(17): 9737-9752 (2024)
2023
[j52]
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Kun Chen, Yifan Fan, Stephen Shaoyi Liao:
Token Incentives in a Volatile Crypto Market: The Effects of Token Price Volatility on User Contribution. J. Manag. Inf. Syst. 40(2): 683-711 (2023)
[j51]
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Qiang Cao, Xian Cheng, Shaoyi Liao:
A comparison study of topic modeling based literature analysis by using full texts and abstracts of scientific articles: a case of COVID-19 research. Libr. Hi Tech 41(2): 543-569 (2023)
2022
[j50]
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Shaochi Li, Yan Liu, Guangquan Zhou, Wenjuan Zhang, Shengmei Wei, Jiajia He, Stephen Shaoyi Liao, Hang Wei:
Pre-collapse femoral head necrosis treated by hip abduction: a computational biomechanical analysis. Health Inf. Sci. Syst. 10(1): 8 (2022)
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Xian Cheng, Qiang Cao, Stephen Shaoyi Liao:
An overview of literature on COVID-19, MERS and SARS: Using text mining and latent Dirichlet allocation. J. Inf. Sci. 48(3): 304-320 (2022)
2021
[j48]
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Qiao Zhang, Xiaoliang Cheng, Shaoyi Liao:
Implementation of a predictive energy management strategy for battery and supercapacitor hybrid energy storage systems of pure electric vehicles. J. Intell. Fuzzy Syst. 41(2): 2539-2549 (2021)
2020
[j47]
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Chonghuan Xu, Austin Shijun Ding, Stephen Shaoyi Liao:
A privacy-preserving recommendation method based on multi-objective optimisation for mobile users. Int. J. Bio Inspired Comput. 16(1): 23-32 (2020)
2018
[j46]
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Yujing Xu, Yu Tong, Stephen Shaoyi Liao, Guangquan Zhou, Yugang Yu:
Understanding indirect system use of junior employees in the context of healthcare. Inf. Manag. 55(6): 759-770 (2018)
[j45]
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Wei Dong, Shaoyi Liao, Zhongju Zhang:
Leveraging Financial Social Media Data for Corporate Fraud Detection. J. Manag. Inf. Syst. 35(2): 461-487 (2018)
2017
[j44]
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Xian Cheng, Ji Wu, Stephen Shaoyi Liao:
A study of contagion in the financial system from the perspective of network analytics. Neurocomputing 264: 42-49 (2017)
[j43]
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Xian Cheng, Shaoyi Liao, Zhongsheng Hua:
A policy of picking up parcels for express courier service in dynamic environments. Int. J. Prod. Res. 55(9): 2470-2488 (2017)
[j42]
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Xian Cheng, Stephen Shaoyi Liao, Zhongsheng Hua:
Measuring the systemic importance of interconnected industries in the world economic system. Ind. Manag. Data Syst. 117(1): 110-130 (2017)
2015
[j41]
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Jiaqi Yan, Daning Hu, Stephen S. Y. Liao, Huaiqing Wang:
Mining Agents' Goals in Agent-Oriented Business Processes. ACM Trans. Manag. Inf. Syst. 5(4): 20:1-20:22 (2015)
2014
[j40]
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Stephen Shaoyi Liao, Jiadong Zhang, Raymond Lau, Tian-Ying Wu:
Coalition formation based on marginal contributions and the Markov process. Decis. Support Syst. 57: 355-363 (2014)
[j39]
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Yi Cai, Raymond Y. K. Lau, Stephen S. Y. Liao, Chunping Li, Ho-fung Leung, Louis C. K. Ma:
Object typicality for effective Web of Things recommendations. Decis. Support Syst. 63: 52-63 (2014)
[j38]
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Raymond Y. K. Lau, Chunping Li, Stephen S. Y. Liao:
Social analytics: Learning fuzzy product ontologies for aspect-oriented sentiment analysis. Decis. Support Syst. 65: 80-94 (2014)
[j37]
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Long Liu, Jin S. Y. Xu, Stephen Shaoyi Liao, Huapin Chen:
A real-time personalized route recommendation system for self-drive tourists based on vehicle to vehicle communication. Expert Syst. Appl. 41(7): 3409-3417 (2014)
[j36]
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Kaiquan Xu, Stephen Shaoyi Liao, Raymond Y. K. Lau, J. Leon Zhao:
Effective Active Learning Strategies for the Use of Large-Margin Classifiers in Semantic Annotation: An Optimal Parameter Discovery Perspective. INFORMS J. Comput. 26(3): 461-483 (2014)
[j35]
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Guang Feng, Jiadong Zhang, Stephen Shaoyi Liao:
A novel method for combining Bayesian networks, theoretical analysis, and its applications. Pattern Recognit. 47(5): 2057-2069 (2014)
[j34]
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Wei Wang, Stephen Shaoyi Liao, Xin Li, Jimmy S. J. Ren:
The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication. IEEE Trans. Intell. Transp. Syst. 15(1): 345-354 (2014)
2013
[j33]
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Hongyun Bao, Qiudan Li, Stephen Shaoyi Liao, Shuangyong Song, Heng Gao:
A new temporal and social PMF-based method to predict users' interests in micro-blogging. Decis. Support Syst. 55(3): 698-709 (2013)
[j32]
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Heng Tang, Stephen Shaoyi Liao, Sherry Xiaoyun Sun:
A prediction framework based on contextual data to support Mobile Personalized Marketing. Decis. Support Syst. 56: 234-246 (2013)
[j31]
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Geng Zhou, Kaiquan Xu, Stephen S. Y. Liao:
Do starting and ending effects in fixed-price group-buying differ? Electron. Commer. Res. Appl. 12(2): 78-89 (2013)
[j30]
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Jiawei Wang, Xin Li, Stephen Shaoyi Liao, Zhongsheng Hua:
A Hybrid Approach for Automatic Incident Detection. IEEE Trans. Intell. Transp. Syst. 14(3): 1176-1185 (2013)
[j29]
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Jiadong Zhang, Jin S. Y. Xu, Stephen Shaoyi Liao:
Aggregating and Sampling Methods for Processing GPS Data Streams for Traffic State Estimation. IEEE Trans. Intell. Transp. Syst. 14(4): 1629-1641 (2013)
2012
[j28]
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Dongyuan Lu, Qiudan Li, Stephen Shaoyi Liao:
A graph-based action network framework to identify prestigious members through member's prestige evolution. Decis. Support Syst. 53(1): 44-54 (2012)
[j27]
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Kaiquan Xu, Xitong Guo, Jiexun Li, Raymond Y. K. Lau, Stephen Shaoyi Liao:
Discovering target groups in social networking sites: An effective method for maximizing joint influential power. Electron. Commer. Res. Appl. 11(4): 318-334 (2012)
[j26]
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Bing Fang, Shaoyi Liao, Kaiquan Xu, Hao Cheng, Chen Zhu, Huapin Chen:
A novel mobile recommender system for indoor shopping. Expert Syst. Appl. 39(15): 11992-12000 (2012)
[j25]
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Raymond Shaoyi Lau, Stephen S. Y. Liao, Kam-Fai Wong, Dickson K. W. Chiu:
Web 2.0 Environmental Scanning and Adaptive Decision Support for Business Mergers and Acquisitions. MIS Q. 36(4): 1239-1268 (2012)
2011
[j24]
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Kaiquan Xu, Stephen Shaoyi Liao, Jiexun Li, Yuxia Song:
Mining comparative opinions from customer reviews for Competitive Intelligence. Decis. Support Syst. 50(4): 743-754 (2011)
[j23]
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Shanshan Wang, Kaiquan Xu, Long Liu, Bing Fang, Shaoyi Liao, Huaiqing Wang:
An ontology based framework for mining dependence relationships between news and financial instruments. Expert Syst. Appl. 38(10): 12044-12050 (2011)
[j22]
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Kaiquan Xu, Wei Wang, Jimmy S. J. Ren, Jin S. Y. Xu, Long Liu, Stephen Shaoyi Liao:
Classifying Consumer Comparison Opinions to Uncover Product Strengths and Weaknesses. Int. J. Intell. Inf. Technol. 7(1): 1-14 (2011)
[j21]
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Raymond Y. K. Lau, Stephen Shaoyi Liao, Ron Chi-Wai Kwok, Kaiquan Xu, Yunqing Xia, Yuefeng Li:
Text mining and probabilistic language modeling for online review spam detection. ACM Trans. Manag. Inf. Syst. 2(4): 25:1-25:30 (2011)
2008
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David Jingjun Xu, Stephen Shaoyi Liao, Qiudan Li:
Combining empirical experimentation and modeling techniques: A design research approach for personalized mobile advertising applications. Decis. Support Syst. 44(3): 710-724 (2008)
[j19]
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Heng Tang, Stephen Shaoyi Liao:
Discovering original motifs with different lengths from time series. Knowl. Based Syst. 21(7): 666-671 (2008)
2006
[j18]
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Stephen Shaoyi Liao, Huaiqing Wang, Qiu Dan Li, Wei Yi Liu:
A functional-dependencies-based Bayesian networks learning method and its application in a mobile commerce system. IEEE Trans. Syst. Man Cybern. Part B 36(3): 660-671 (2006)
2005
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Stephen Shaoyi Liao, Qiudan Li, David Jingjun Xu:
A Bayesian Network-Based Framework for Personalization in Mobile Commerce Applications. Commun. Assoc. Inf. Syst. 15: 28 (2005)
[j16]
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Lejian Liao, Kaiquan Xu, Stephen Shaoyi Liao:
Constructing intelligent and open mobile commerce using a semantic web approach. J. Inf. Sci. 31(5): 407-419 (2005)
2004
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Stephen Shaoyi Liao, Joy Wei He, Heng Tang:
A framework for context information management. J. Inf. Sci. 30(6): 528-539 (2004)
[j14]
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Zi-Cai Li, Huaiqing Wang, Stephen S. Y. Liao:
Numerical algorithms for image geometric transformations and applications. IEEE Trans. Syst. Man Cybern. Part B 34(1): 132-149 (2004)
[j13]
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Stephen Shaoyi Liao, T. H. Tang, Wei-Yi Liu:
Finding relevant sequences in time series containing crisp, interval, and fuzzy interval data. IEEE Trans. Syst. Man Cybern. Part B 34(5): 2071-2079 (2004)
2002
[j12]
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Huaiqing Wang, John Mylopoulos, Stephen Shaoyi Liao:
Intelligent agents and financial risk monitoring systems. Commun. ACM 45(3): 83-88 (2002)
[j11]
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Huaiqing Wang, Stephen Shaoyi Liao, Lejian Liao:
Modeling constraint-based negotiating agents. Decis. Support Syst. 33(2): 201-217 (2002)
[j10]
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Changjun Jiang, Huaiqing Wang, Shaoyi Liao:
Behavior Relativity of Petri Nets. J. Comput. Sci. Technol. 17(6): 770-780 (2002)
[j9]
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Shaoyi Liao, Huaiqing Wang, L. J. Liao:
An extended formalism to constraint logic programming for decision analysis. Knowl. Based Syst. 15(3): 189-202 (2002)
2001
[j8]
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John Mylopoulos, Lawrence Chung, Stephen Shaoyi Liao, Huaiqing Wang, Eric S. K. Yu:
Exploring Alternatives during Requirements Analysis. IEEE Softw. 18(1): 92-96 (2001)
[j7]
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Huaiqing Wang, Changjun Jiang, Shaoyi Liao:
Concurrent reasoning of fuzzy logical Petri nets based on multi-task schedule. IEEE Trans. Fuzzy Syst. 9(3): 444-449 (2001)
2000
[j6]
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Huaiqing Wang, Stephen Shaoyi Liao, Lejian Liao:
An agent-based framework for Web query answering. J. Inf. Sci. 26(2): 101-109 (2000)
[j5]
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Huaiqing Wang, Changjun Jiang, Shaoyi Liao:
Behavior relations in synthesis process of Petri net models. IEEE Trans. Robotics Autom. 16(4): 400-407 (2000)
1999
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Shaoyi Liao, Huaiqing Wang, Wei-Yi Liu:
Stability constraints and stability normal forms for temporal relational databases. Inf. Softw. Technol. 41(3): 131-138 (1999)
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Shaoyi Liao, L. S. Cheung, Wei-Yi Liu:
An Object-Oriented System for the Reuse of Software Design Items. J. Object Oriented Program. 11(8): 22-28, 79 (1999)
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Shaoyi Liao, Huaiqing Wang, Wei-Yi Liu:
Functional dependencies with null values, fuzzy values, and crisp values. IEEE Trans. Fuzzy Syst. 7(1): 97-103 (1999)
1997
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Shaoyi Liao:
Process to identify disjoint subclasses and class life cycle information using a role analysis technique. Inf. Softw. Technol. 39(6): 439-444 (1997)

Conference and Workshop Papers

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2023
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Qiang Cao, Xian Cheng, Stephen Shaoyi Liao:
The Impact of Competitive Threats from the Product Market on Data Breaches. PACIS 2023: 8
2022
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Qiang Cao, Puxi Wang, Stephen Shaoyi Liao:
Design and Implementation of an Eco Electric Vehicle Energy Management System. HCI (45) 2022: 314-323
[c44]
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Yuyang Tian, Han Ye, Stephen Shaoyi Liao:
New Energy Hybrid Environment Power Management System: Design and Test Based on DSpace High-Fidelity Simulation. HCI (45) 2022: 362-375
2021
[c43]
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Qiang Cao, Zhongju Zhang, Shaoyi Liao:
Would the Health Insurance Policy Affect the Cross-City Online Health Consultation? An Empirical Study. PACIS 2021: 137
2020
[c42]
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Qiang Cao, Wei Hu, Sijia Zhou, Bei Luo, Yuxuan Yu, Stephen Shaoyi Liao, J. Leon Zhao, Raymond Yiu-Keung Lau:
The Role of Media Coverage on Pandemic Containment: Empirical Analysis of the COVID-19 Case. PACIS 2020: 162
2018
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Yujing Xu, Yu Tong, Stephen Shaoyi Liao:
Self-Control Matters: Examining Indirect Use of Hospital Information Systems and its Control Mechanisms. ACIS 2018: 26
[c40]
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Stephen Shaoyi Liao, Yuan Chen, Xiaobing Ma, Puxi Wang, Yan Liu:
Deep Learning on Abnormal Chromosome Segments: An Intelligent Copy Number Variants Detection System Design. CONF-IRM 2018: 11
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Qiang Cao, Stephen Shaoyi Liao, Xiangqian Meng, Han Ye, Zhenbin Yan, Puxi Wang:
Identification of Viable Embryos Using Deep Learning for Medical Image. ICBRA 2018: 69-72
2016
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Xian Cheng, Shaoyi Liao, Zishan Liu, Mengshen Huang:
Focusing on Customer Relationship Management in Healthcare Context. AMCIS 2016
[c37]
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Wei Dong, Shaoyi Liao, Yujing Xu, Xiaoqian Feng:
Leading Effect of Social Media for Financial Fraud Disclosure: A Text Mining Based Analytics. AMCIS 2016
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Xian Cheng, Xinbo Sun, Stephen Shaoyi Liao, Zhongsheng Hua, Xiaolu Yang, Mengshen Huang:
The Effect of Diversification on Financial Contagion. HICSS 2016: 1771-1780
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Xian Cheng, Stephen Shaoyi Liao, Haichuan Zhao, Zhongsheng Hua, Xinbo Sun, Yujing Xu:
A Study of Financial Contagion in Interbank System. HICSS 2016: 4485-4494
[c34]
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Yujing Xu, Yu Tong, Stephen S. Y. Liao, Yugang Yu, Guangquan Zhou:
Understanding the Impact of Indirect System Use in the hospital: A Control Perspective. ICIS 2016
[c33]
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Yujing Xu, Yu Tong, Stephen Shaoyi Liao:
Enhancing Work Performance in stable Post-adoptive stage: a System Use-Related Behaviors Perspective. PACIS 2016: 10
[c32]
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Wei Dong, Shaoyi Liao, Liang Liang:
Financial Statement Fraud Detection using Text Mining: a Systemic Functional Linguistics Theory Perspective. PACIS 2016: 188
2015
[c31]
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Xian Cheng, Stephen Shaoyi Liao, Yiteng Xu, Zhongsheng Hua, Yang Dai:
Contagion in a Financial System. ISD 2015
[c30]
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Yujing Xu, Yu Tong, Stephen Shaoyi Liao, Yugang Yu:
Understanding the Impact of Indirect System Use on Task Performance in Hospital: An Agency Theory Perspective. PACIS 2015: 39
2014
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Wenjie Fan, Wei Fan, Stephen Shaoyi Liao, Alan Kai-Hau Yeung:
Community-based cheater detection in location-based social networks. ASONAM 2014: 936-941
[c28]
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Xian Chen, Stephen Shaoyi Liao, Wei Dong, Yang Dai, Xiaolu Yang:
Focusing on Centrality Measure in Emergency Medical Services. PACIS 2014: 191
[c27]
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Wei Dong, Stephen Shaoyi Liao, Bing Fang, Xian Cheng, Zhu Chen, Wenjie Fan:
The Detection of Fraudulent Financial Statements: an Integrated Language Model. PACIS 2014: 383
2013
[c26]
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Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen S. Y. Liao:
Exploring the Contribution of Unlabeled Data in Financial Sentiment Analysis. AAAI 2013: 1149-1155
[c25]
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Jimmy S. J. Ren, Huizhong Ge, Xiaoyu Wu, Guan Wang, Wei Wang, Stephen Shaoyi Liao:
Effective Sentiment Analysis of Corporate Financial Reports. ICIS 2013
2012
[c24]
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Jiawei Wang, Jimmy S. J. Ren, Wei Wang, Xin Li, Qiudan Li, Stephen Shaoyi Liao:
When Multivariate Forecasting Meets Unsupervised Feature Learning - Towards a Novel Anomaly Detection Framework for Decision Support. ICIS 2012
[c23]
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Wenping Zhang, Raymond Y. K. Lau, Stephen S. Y. Liao, Ron Chi-Wai Kwok:
A Probabilistic Generative Model for Latent Business Networks Mining. ICIS 2012
[c22]
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Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao:
An unsupervised feature learning approach to improve automatic incident detection. ITSC 2012: 172-177
[c21]
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Wenping Zhang, Yi Cai, Raymond Y. K. Lau, Stephen S. Y. Liao, Ron Chi-Wai Kwok:
Semi-Supervised Text Mining For Dynamic Business Network Discovery. PACIS 2012: 138
[c20]
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Long Song, Wenping Zhang, Stephen S. Y. Liao, Ron Chi-Wai Kwok:
A Critical Analysis Of The State-Of-The-Art On Automated Detection Of Deceptive Behavior In Social Media. PACIS 2012: 168
2011
[c19]
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Jimmy S. J. Ren, Wei Wang, Zhimin Hua, Kaiquan Xu, Stephen Shaoyi Liao:
Optimal Refactoring Policy for Agile Information Systems Maintenance: A Control Theoretic Approach. ICIS 2011
[c18]
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Kaiquan Xu, Jiexun Li, Raymond Lau, Stephen Shaoyi Liao, Bing Fang:
An Effective Method of Discovering Target Groups on Social Networking Sites. ICIS 2011
[c17]
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Kaiquan Xu, Jiexun Li, Stephen Shaoyi Liao:
Sentiment community detection in social networks. iConference 2011: 804-805
[c16]
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  - conf/web/ZhuWRL11
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Chen Zhu, Kai Kwong Wat, Chao Ren, Stephen Shaoyi Liao:
A Study of Users' Intention to Voluntarily Contribute Real-Time Traffic Information through Mobile Devices. WEB 2011: 421-428
2010
[c15]
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Raymond Y. K. Lau, Stephen Shaoyi Liao, Kaiquan Xu:
An Empirical Study of Online Consumer Review Spam: A Design Science Approach. ICIS 2010: 103
[c14]
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Kaiquan Xu, Jin S. Y. Xu, Long Liu, Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao, Yuxia Song:
Predict Market Share with Users' Online Activities Data: An Initial Study on Market Share and Search Index of Mobile Phone. PACIS 2010: 30
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Jiadong Zhang, Jin S. Y. Xu, Chen Zhu, Wei Wang, Stephen Shaoyi Liao:
Constructing summarizations for V2V traffic data based on sampling methods. VNC 2010: 139-143
2009
[c12]
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Kaiquan Xu, Stephen Shaoyi Liao, Raymond Y. K. Lau, Heng Tang, Shanshan Wang:
Building Comparative Product Relation Maps by Mining Consumer Opinions on the Web. AMCIS 2009: 179
[c11]
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Kaiquan Xu, Stephen Shaoyi Liao, Raymond Y. K. Lau, Lejian Liao, Heng Tang:
Self-Teaching Semantic Annotation Method for Knowledge Discovery from Text. HICSS 2009: 1-7
[c10]
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Kaiquan Xu, Stephen Shaoyi Liao, Raymond Y. K. Lau, Shanshan Wang:
Toward Semantic Annotation for Business Analysis: A Method for Reducing Training Examples. ICIS 2009: 58
2008
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Kaiquan Xu, Raymond Y. K. Lau, Stephen Shaoyi Liao, Lejian Liao:
Towards a SVM-struct Based Active Learning Algorithm for Least Cost Semantic Annotation. Web Intelligence/IAT Workshops 2008: 111-114
[c8]
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Heng Tang, Stephen Shaoyi Liao, Sherry Xiaoyun Sun:
Mining Sequential Relations from Multidimensional Data Sequence for Prediction. ICIS 2008: 197
[c7]
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Kaiquan Xu, Stephen Shaoyi Liao, Raymond Y. K. Lau, Lejian Liao:
Knowledge Acquisition with Supervised Ontology Population. PACIS 2008: 85
2007
[c6]
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Heng Tang, Shaoyi Liao, David Jingjun Xu:
An Open Platform for Context-aware Short Message Service. AMCIS 2007: 108
[c5]
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Michael Chuansan Wang, Stephen Shaoyi Liao, Roger Shijun Zhu, David Jingjun Xu, Huapin Chen, Weiping Wang:
Evaluation on a Personalized Mobile Advertising System: a Comparative Approach. PACIS 2007: 139
2006
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Qiudan Li, Stephen Shaoyi Liao, Dandan Li:
A Clustering Model for Mining Consumption Patterns from Imprecise Electric Load Time Series Data. FSKD 2006: 1217-1220
2005
[c3]
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David Xu, Stephen S. Y. Liao, Heng Tang:
The Importance of Personalization in Affecting Consumer Attitudes toward Mobile Advertising in China. ACIS 2005
2003
[c2]
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Tin Chau, Felix Leung, Heng Tang, Stephen Shaoyi Liao:
A Context Information Center for M-commerce Applications. PACIS 2003: 128
1994
[c1]
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  - conf/icsqp/LiaoML94
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Stephen Shaoyi Liao, Jian Ma, Louis Lasoudris:
Object-oriented Framework for Requirement Specification. Software Quality and Productivity 1994: 123-126

Informal and Other Publications

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2013
[i3]
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Jimmy S. J. Ren, Wei Wang, Stephen Shaoyi Liao:
Optimal Control Theory in Intelligent Transportation Systems Research - A Review. CoRR abs/1304.3778 (2013)
[i2]
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Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao:
Exploring The Contribution of Unlabeled Data in Financial Sentiment Analysis. CoRR abs/1308.0658 (2013)
[i1]
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Jimmy S. J. Ren, Wei Wang, Jiawei Wang, Stephen Shaoyi Liao:
An Unsupervised Feature Learning Approach to Improve Automatic Incident Detection. CoRR abs/1310.7795 (2013)

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