Curriculum Vitae

Shu-Heng Chen

[Address]  [Education]  [Employment]  [Edited Books and Volumes]  [Referred Journal Articles] 
[Journal Articles under Review]  [Referred Chapters in Books]  [Referred Papers in Proceedings] 
[Invited Lectures and Plenary Speech]  [Tutorial]  [Conference Papers]  [Others]  [Academic Servies] 

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Address  Top

Office: AI-ECON Research Center, Department of Economics,  National Chengchi University, Taipei, Taiwan, 11623, R.O.C. 
TEL: 886-2-29387308, FAX: 886-2-29370290, email: chchen@nccu.edu.tw

Education  Top

Employment  Top

Awards

 

 

PUBLICATIONS: Edited Books and Volumes  Top
 

1.        Guest editor (with Sai-Ping Lee), International Review of Financial Analysis, a special issue on Complexity and Non-Linearities in Financial Markets: Perspectives from Econophysics, forthcoming. [EconLit, FLI]

2.        Guest editor (with Dash Wu and David Olson), Information Sciences, a special issue on Business Intelligence in Risk Management, forthcoming.  [SCI]

3.        Agent-Based Approaches in Economic and Social Complex Systems VIII, Agent-Based Social Systems, Volume 8, (with Takao Terano, Ryuichi Yamamoto), Springer, 2011.

4.        Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization (with Yasushi Kambayashi and Hiroshi Sato), IGI Global, Hershey PA, USA, 2011.

5.        Guest editor (with Bob McKay and Xuan Hoai Nguyen), International Journal on Knowledge Based Intelligent Engineering Systems, a special issue on Genetic Programming, 12(1), 2008.

6.        Computational Intelligence in Economics and Finance: Volume II, (with P. P. Wang and Tzu-Wen Kuo), Springer-Verlag, 2007.

7.        Simulated Evolution and Learning, (with Tzai-Der Wang, Xiaodong Li, Xufa Wang, Hussein Abbass, Hitoshi Iba, Guoliang Chen, Xin Yao),  Lecture Notes in Computer Science, ( LNCS 4247), Springer. 2006. [SCIE]

8.        Computational Economics: A Perspective from Computational Intelligence, (with Lakhmi Jain and Chung-Ching Tai), Computational Intelligence and its Application Series, (series editors: Lakhmi Jain and Colin Fyfe), Idea Group Publishing, 2005.

9.        Applications of Artificial Intelligence in Finance and Economics, (with Jane Binner and Graham Kendall), Elsevier, 2004. [SSCI]

10.     Multi-Agent for Mass User Support, (with Koichi Kurumatani and Azuma Ohuchi), Lecture Notes in Artificial Intelligence, Springer, 2004.

11.     Computational Intelligence in Economics and Finance, (with P. Wang), Series on Advanced Information Processing (series editor: L. Jain), Springer-Verlag, 2002. [SCIE]

12.     Genetic Algorithms and Genetic Programming in Computational Finance, Kluwer. 2002.

13.     Evolutionary Computation in Economics and Finance, Series on Studies in Fuzziness and Soft Computing, Vol. 100 (series editor: J. Kacprzyk), Physica-Verlag, A Springer-Verlag Company, 2002.

PUBLICATIONS: Referred Journal Articles  Top  

1.      “Econophysics: Bridges over a Turbulent Current,” (with Sai-Ping Li), International Review of Financial Analysis [EconLit, FLI], forthcoming.

2.      “Market Fraction Hypothesis: A Proposed Test,” (with Michael Kampouridis and Edward Tsang), International Review of Financial Analysis [EconLit, FLI], forthcoming.

3.     “Liquidity Cost of Market Orders in the Taiwan Stock Market: A Study based on an Order-Driven Agent-Based Artificial Stock Market,” (with Yi-Ping Huang, Min-Chin Hung, and Tina Yu), International Review of Financial Analysis [EconLit, FLI], forthcoming.

4.     不 同公司治理情境之股權評價:類神經模糊專家系統之應用 (高 惠松, 李 建然聯 合發表) , 管理與系統【TSSCI】(已 接受刊登)

5.      Agent-Based Economic Models and Econometrics,'' (with C.-L Chang, and Y.-R. Du), Knowledge Engineering Review, forthcoming. [SCI]

6.     “Varieties of Agents in Agent-Based Computational Economics: A Historical and an Interdisciplinary Perspective,” Journal of Economic Dynamics and Control, 36(1):1-25, 2012 [SSCI].

7.     Do the ASEAN Countries and Taiwan Form a Common Currency Area?” (with Jane Binner, Ke-Hung Lai, James L. Swofford, and Andrew Mullineux), Journal of International Money and Finance, 30(7): 1429-1435, 2011 [SSCI, FLI].

8.     “Emergent Complexity in Agent-Based Computational Economics,” (with Shu G Wang), Journal of Economic Surveys, 25(3): 527-546. 2011 [SSCI]

9.     “Agents Learned, but Do We? Knowledge Discovery Using the Agent-Based Double Auction Markets,” (with Tina Yu), Frontiers of Electrical and Electronic Engineering (FEE) in China, 6(1): 159-170. 2011

10.   “Reinforcement Learning in Experimental Asset Markets,” (with Yi-Lin Hsieh), Eastern Economic Journal, 37(1):109 – 133. 2011 [EconLit]

11.   “On the Elasticity Puzzle: Would the Agent-Based Modeling Help?” (with Shu G Wang) Advances and Applications in Statistical Sciences, 2(2): 375-391, 2010.

12.   “Corporate Governance and Equity Evaluation: Nonlinear Modeling via Neural Networks,” (with H.-S Kao and J.-Z Lee), International Research Journal of Finance and Economics, 41: 68-92. 2010. [EconLit]

13.   “Emergence of Scale-Free Networks in Markets,” (with J.-J Tseng, S.-P. Li, and S.-C. Wang), Advances in Complex Systems, Vol 12, No. 1, pp. 87-97, 2009. [SSCI, SCI]

14.   Price Errors from Thin Markets and Their Corrections: Studies Based on Taiwan's Political Futures Markets,'' (with W.-S Wu), Advances in Econometrics, Vol. 24, pp. 1-25, 2009. [SSCI]

15.   Statistical Properties of an Experimental Political Futures Markets,” (with S.-C. Wang, S.-P. Li, and C.-C Tai), Quantitative Finance, Vol. 9, No. 1, 2009, 9-16  [SSCI]

16.   The Future of Agent-Based Research in Economics,’’ (with J. Barr, T. Tassier, L. Ussher, B. LeBaron, S. Sunder), Eastern Economic Journal, 34(4): 550-565, 2008. [EconLit]

17.   Network Topology of an Experimental Futures Exchange,'' (with S.-C. Wang, J.-J. Tseng, C.-C. Tai, K.-H. Lai, W.-S. Wu and S.-P. Li), European Physics Journal B, 62:105-111, 2008. [SCI]

18.   Software-Agent Designs in Economics: An Interdisciplinary Framework,'' IEEE Computational Intelligence Magazine, 3(4): 18-22, 2008. [SCIE] 

19.   Risk Preference, Forecasting Accuracy and Survival Dynamics: Simulations Based on a Multi-Asset Agent-Based Artificial Stock Market”, (with Y.-C. Huang), Journal of Economic Behavior and Organization, 67(3): 702-717, 2008. [SSCI]

20.   Genetic Programming: An Emerging Engineering Tool,'' (with Bob McKay and Xuan Hoai Nguyen), International Journal of Knowledge-based Intelligent Engineering System, 12(1): 1-2, 2008.

21.   On the Plausibility of Sunspot Equilibria: Simulations Based on Agent-Based Artificial Stock Markets,’’ (with C.-C. Liao and P.-J. Chou), Journal of Economic Interaction and Coordination, Vol. 3, No. 1, pp 25-41, 2008.  [EconLit]

22.   Lottery Markets Design, Micro-Structure, and Macro-Behavior: An ACE Approach,'' (with B.-C. Chie),  Journal of  Economic Behavior and Organization, 67(2): 463-480, 2008 . [SSCI]

23.   以 決策樹之迴歸樹建構住宅價格模型 - 台 灣地區之實證分析,'' (與 郭子文,棗 厥庸聯合發表),住 宅學報, Vol. 16, No. 1, pp. 1-20, 2007. [TSSCI]

24.   Relative Risk Aversion and Wealth Dynamics,'' (with Y.-C. Huang), Information Sciences, Vol. 177, Issue 5, pp. 1222-1229, 2007.  [SCI]

25.   Computationally Intelligent Agents in Economics and Finance,'' Information Sciences, Vol. 177, Issue 5, pp. 1153-1168, 2007.  [SCI]

26.   Graphs, Networks and ACE,'' New Mathematics and Natural Computation, Vol. 2, No. 3, pp. 299-314, 2006.

27.   Prediction of Bird Flu A(H5N1) Outbreaks in Taiwan by Online Auction: Experimental Results,'' (with S.-C. Wang, J.-J. Tseng, S.-P. Li), New Mathematics and Natural Computation, Vol. 2, No. 3, pp. 271-280, 2006.

28.   "On the Selection of Adaptive Algorithms in ABM: A Computational Equivalence Approach,'' (with C.-C. Tai), Computational Economics, Vol. 28, No. 1, pp. 51-69, 2006. [SSCI]

29.   自 動化創新管理:演化計算方法的應用 (Automatic Management of Innovation: The Application of Evolutionary Computation Method,'' ( with B.-T. Chie), Journal of Technology Management, Vol. 11, No. 2, 2006, pp 97-126.

30.   廠 商創新與仿冒行為的演化--代 理人基模型模擬與分析,'' (與 張嘉玲聯合發表), 經 濟與管理論叢, Vol. 1, No. 2, 2005, pp. 143-162. [EconLit]

31.   "Computational Intelligence in Economics and Finance: Carrying on the Legacy of Herbert Simon,'' Information Sciences, Vol. 170, 2005, pp. 121-131. [SCI]

32.   "Agent-Based Computational Modeling of the Stock Price-Volume Relation,'' (with C.-C. Liao), Information Sciences, Vol. 170, 2005, pp. 75-100.  [SCI]

33.   Special Issue on Computational Intelligence in Economics and Finance. ” (With P. Wang). Information Sciences, Vol. 170, No. 1, 2005, pp.1-2. [SCI]

34.   "Trends in Agent-Based Computational Modeling of Macroeconomics,'' New Generation Computation, Vol. 23, No. 1, 2005, pp. 1-11. [SCI]

35.   "Behavior Finance and Agent-Based Computational Finance: Toward an Integrating Framework,'' (with C.-C. Liao), Journal of Management and Economics, Vol. 8, No. 8. 2004.

36.   "A Genetic Programming Approach to Model International Short-Term Capital Flow,'' (with T. Yu and T.-W. Kuo),  Advances in Econometrics, Vol. 17, 2004, pp. 45-70. [SSCI]

37.   "Statistical Analysis of Genetic Algorithms in Discovering Technical Trading Strategies,'' (with C.-Y. Tsao), Advances in Econometrics, Vol. 17. 2004, pp. 1-43.  [SSCI]

38.   "Functional Modularity in the Fundamentals of Economic TheoryToward an Agent-Based Economic Modeling of the Evolution of Technologynal,'' (with B.-T. Chie), International Journal of Modern Physics B, Vol. 18, No. 17-19, 2004, pp. 2376-2386.

39.   "Financial Innovation and Divisia Money in Taiwan: Comparative Evidence from Neural Network and Vector Error Correction Forecasting Models,''(with J. Binner, A. Gazely and B.-T. Chie), Journal of Contemporary Economic Policy, Vol. 22, No. 2, 2004, pp. 213-224. [SSCI]

40.   "Trading Restrictions, Price Dynamics and Allocative Efficiency in Double Auction Markets: Analysis Based on Agent-Based Modeling and Simulations,'' (with C.-C. Tai), Advances in Complex Systems, Vol. 6, No. 3, 2003. pp. 283-302. [SCIE]

41.   "Agent-Based Artificial Markets in the AI-ECON Research Center: A Retrospect from 1995 to the Present," in Systems, Control and Information, Vol. 46, No. 9, 2002. pp. 23-30.

42.   "Financial Innovation and Divisia Monetary Indices in Taiwan: A Neural Network Approach," (with J. Binner and A. Gazely), European Journal of Finance, Vol. 8, pp. 238-247, 2002.

43.   "On the Emergent Properties of Artificial Stock Markets," (with C.-H. Yeh), Journal of Economic Behavior and Organization, Vol. 49, pp. 217-239, 2002. [SSCI]

44.   "Equilibrium Selection via Adaptation Using Genetic Programming to Model Learning in a Coordination Game," (with J.Duffy and C.-H.Yeh), Electronic Journal of Evolutionary Modeling and Economic Dynamics, Vol. 1, No. 1. 2002.

45.   Market Diversity and Market Efficiency: The Approach Based on Genetic Programming," (with C.-H. Yeh), Journal of Artificial Simulation of Adaptive Behavior(AISB Journal) , Vol. 1, No. 1. 2002.

46.   Toward an Integration of Social Learning and Individual Learning in Agent-Based Computational Stock Markets: The Approach Based on Population Genetic Programming," (with C.-H. Yeh), Journal of Management and Economics, Vol. 5, No. 5. 2001.

47.    "Testing for Non-Linear Structure in an Artificial Financial Market,"(with T.Lux and M.Marchesi), Journal of Economic Behavior and Organization, Vol. 46, No. 3, pp. 327--342. 2001. [SSCI]

48.   "Evolving Traders and the Business School with Genetic Programming: A New Architecture of the Agent-Based Artificial Stock Market," (with C.-H.Yeh), Journal of Economic Dynamics and Control, Vol. 25, pp.363-393. 2001. [SSCI]

49.    "Simulating Economic Transition Processes by Genetic Programming," (with C.-H.Yeh), Annals of Operation Research, Vol.97, pp.265-286.2000.

50.   "Simulating the Ecology of Oligopoly Games with Genetic Algorithms," (with C.-C.Ni), Knowledge and Information Systems: An International Journal, 2000 (2),pp.310-339.2000. [SCIE]

51.   "Hedging Derivative Securities with Genetic Programming,"(with W.-C.Lee and C.-H.Yeh), International Journal of Intelligent Systems in Accounting, Finance and Management, Vol.4,No.8, pp.237-251.1999.

52.   "Modeling the Expectations of Inflation in the OLG Model with Genetic Programming,"(with C.-H.Yeh) Soft Computing, Vol.3, No.2 pp.53-62.1999. [SCIE]

53.   "Estimating the Complexity Function of Financial Time Series: An Estimation Based on Predictive Stochastic Complexity." (with C.-W.Tan), Journal of Management and Economics, Vol.3 1999.

54.   "Rethinking the Appeal of Evolution: Empirical Evidences from the Financial Applications of Genetic Algorithms." (with W.-Y. Lin), Beijing Mathematics 1998, Vol.4, N0.2, pp.161-175.

55.   "Modeling Volatility with Genetic Programming: A First Report," Neural Network World, Vol.8 No.2, 1998,pp.181-190.

56.   適 應性學習與均衡篩選: 遺 傳規畫在整合性賽局的應用(葉 佳炫聯合發表), 國 立政治大學學報, 第 七十五期,49-74 頁。

57.   "Understanding the Nature of Predatory Pricing in Large-Scale Market Economy with Genetic Algorithms," (With C.-C. Ni and S. Feng), Journal of Systems Engineering and Electronics, Vol. 8, No. 2, 1997, pp. 33-44.

58.   遺 傳規畫與科技預測'' (與 葉佳炫聯合發表), 國 立編譯館館刊第二十五卷第一期, 民 國八十五年六月, 349-372 頁。

59.   "Toward a Computable Approach to the Efficient Market Hypothesis: An Application of Genetic Programming," Journal of Economic Dynamics and Control, (with C.-H. Yeh), 21, 1997. pp.1043-1063. [SSCI]

60.   "Information Transmission, Market Efficiency and the Evolution of Information-Processing Technology,"(with C.-H. Yeh), Journal of Technology Management, Vol.1 No.1, 1996, .pp.23-41.

61.   "Elements of Information Theory: A Book Review", Journal of Economic Dynamics and Control, 1996, Vol.20, No.5, pp.819-824. [SSCI]

62.   空 屋率的模型選擇及其穩定性: 遺 傳規畫的應用'', (與 林祖嘉、葉佳炫聯合發表),  中 華民國住宅學報第三期, 1995, 73-98.

 PUBLICATIONS: Referred Chapters in Books  Top

1.     “Agent-Based Modeling of the El Farol Bar Problem,” (with Umberto Gostoli), in Alma Lilia García Almanza, Serafin Martinez-Jaramillo, Biliana Alexandrova-Kabadjova, and Edward Tsang (eds.)  Simulation in Computational Finance and Economics: Tools and Emerging Applications,  IGI Global, forthcoming.

2.     “Reasoning-Based Artificial Agents in Agent-Based Computational Economics,”   in Kazumi Nakamatsu and Lakhmi Jain (eds.), Handbook on Reasoning-based Intelligent Systems, World Scientific, forthcoming.

3.      “The Market Fraction Hypothesis under Different GP Algorithms,” (with Michael Kampouridis and Edward Tsang), in Alexander Yap (ed.), Information Systems for Global Financial Markets: Emerging Developments and Effects, IGI Global, 2012, Chapter 3, pp. 37—54.

4.     “Agent-Based Modeling of the Prediction Markets for Political Elections,” (with Tongkui Yu), in D. Villatoro, J. Sabater-Mir, and J.S. Sichman (Eds.): Multi-Agent-Based Simulation XII, Lecture Notes in Artificial Intelligence (LNAI), Volume 7124, Springer, 2012, pp. 31--43.

5.     “Market Microstructure: A Self-Organizing Map Approach to Investigate Behavior Dynamics under an Evolutionary Environment,” (with Michael Kampouridis and Edward Tsang), in A. Brabazon and M. O'Neill (eds.), Natural Computing in Computational Finance, Volume 4, Studies in Computational Intelligence, Volume 380, Springer, 2011, Chapter 10, pp. 181—917.

6.     “An Order-Driven Agent-Based Artificial Stock Market to Analyze Liquidity Costs of Market Orders in the Taiwan Stock Market,” (with Yi-Ping Huang, Min-Chin Hung, and Tina Yu),  in A. Brabazon and M. O'Neill (eds.), Natural Computing in Computational Finance, Volume 4, Studies in Computational Intelligence, Volume 380, Springer, 2011, Chapter 9, pp. 163-179.

7.     “Is Genetic Programming ``Human-Competitive''? The Case of Experimental Double Auction Markets,” (with Kuo-Chuan Shih), In: H. Yin, W. Wang, V. Rayward-Smith (eds.), Intelligent Data Engineering and Automated Learning-IDEAL 2011, Lecture Notes in Computer Science, Volume 6936, Springer, 2011, pp. 116-126.

8.     “Market Microstructure: Can Dinosaurs Return? A Self-Organizing Map Approach under an Evolutionary Framework,” (with Michael Kampouridis and Edward Tsang), in Di Chio C, Brabazon A,  Di Caro G, Drechsler R,  Farooq M,  Grahl J, Greenfield G, Prins C, Romero J,  Squillero G, Tarantino E, Tettamanzi A, Urquhart N, Sima Uyar A (eds.),  Applications of Evolutionary Computation, Lecture Note in Computer Science Volume 6625, Springer, 2011, pp. 91-100.

9.     “Prediction Markets: A Study on the Taiwan Experience,” (with C.-Y. Tung, C.-C. Tai, B.-T. Chie, T.-C. Chou, and S. G. Wang), in Leighton Vaughan Williams (ed.), Prediction Markets: Theory and Applications, Routledge, 2011. Chapter 11, pp. 137-156.

10.   “A Culture-Sensitive Agent in Kirman’s Ant Model,” (with Wen-Ching Liou and Ting-Yu Chen), in John Salerno, Shanchieh Jay Yang, Dana Nau, and Sun-Ki Chai (eds), Social Computing, Behavioral-Cultural Modeling and Prediction, Lecture Notes in Computer Science (LNCS), Vol 6589, Springer, 2011, pp. 341-348.

11.   “Microstructure Dynamics and Agent-Based Financial Markets,” (with Michael Kampouridis and Edward Tsang), in T. Bosse, A. Geller, and C.M. Jonker (Eds.): Multi-Agent-Based Simulation XI, Lecture Notes in Artificial Intelligence (LNAI), Vol. 6532, Springer, 2011, pp. 121--135.

12.   “Neuroeconomics: A Viewpoint from Agent-Based Computational Economics,” (with S G Wang), in Shu-Heng Chen, Yasushi Kambayashi and Hiroshi Sato (eds.) Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization, IGI Global, 2011. Chapter 3, pp. 35-49.

13.    “Bounded Rationality and Market Micro-Behaviors: Case Studies Based on  Agent-Based Double Auction Markets,” (with R.-J. Zeng, T. Yu and S G Wang), in Shu-Heng Chen, Yasushi Kambayashi and Hiroshi Sato (eds.) Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization, IGI Global, 2011. Chapter 5, pp. 78-94.

14.   “Social Simulation with Both Human Agents and Software Agents: An Investigation into the Impact of Cognitive Capacity to Their Learning Behavior,” (with C.-C. Tai, T.-D. Wang and S G Wang), in Shu-Heng Chen, Yasushi Kambayashi and Hiroshi Sato (eds.) Multi-Agent Applications with Evolutionary Computation and Biologically Inspired Technologies: Intelligent Techniques for Ubiquity and Optimization, IGI Global, 2011. Chapter 6, pp. 95-117.

15.   “A Bibliometric Study of Agent Based Modeling Literature on SSCI Database,” (with Yu-Hsiang Yang and Wen-Jen Yu), in Shu-Heng Chen, Takao Terano and Ryuichi Yamamoto (eds.), Agent-Based Approaches in Economic and Social Complex Systems VIII, Agent-Based Social Systems, Volume 8, Springer, 2011, Part VI, 189-198.

16.   “Social Interactions and Innovation: Simulation Based on an Agent-Based Modular Economy,” (with Bin-Tzong Chie), in Marco LiCalzi, Lucia Milone and Paolo Pellizzari (eds.), Progress in Artificial Economics: Computational and Agent-Based Models, Lecture Notes in Economics and Mathematical Systems, Vol. 645, Springer, 2010, pp. 127-138.

17.   “Testing the Dinosaur Hypothesis under Empirical Datasets," (with Michael Kampouridis and Edward Tsang), in  Robert Schaefer, Carlos Cotta, Joanna Kolodziej, and Günter Rudolph (eds.): Parallel Problem Solving from Nature, PPSN XI, Part II, Lecture Notes in Computer Science (LNCS), Vol. 6239, Springer, 2010, pp. 199--208.

18.   “Does Cognitive Capacity Matter when Learning Using Genetic Programming in Double Auction Markets?”  (with C.-C. Tai and Shu G Wang), in G  Di Tosto and H Van Dyke Parunak (eds), Multi-Agent-Based Simulation X, Lecture Notes in Artificial Intelligence (LNAI), Vol. 5683, Springer, 2010, pp. 37-48.

19.   “Elasticity puzzle: An inquiry into micro-macro relations,” (with Ya-Chi Huang and Jen-Fu Wang), in Stefano Zambelli (ed.), Computable, Constructive and Behavioural Economic Dynamics: Essays in Honour of Kumaraswamy (Vela) Velupillai, Chapter 23, pp. 377-415, Routledge, 2010.

20.   “The Agent-Based Double Auction Markets: 15 Years On.’’  (with C.-C. Tai), In K. Takadama, C. Cioffi-Revilla,  and Guillaume Deffuant (eds), Simulating Interacting Agents and Social Phenomena: The Second World Congress, Springer, 2010, pp. 119-136.

21.   Collaborative Computational Intelligence in Economics,” in C.L. Mumford, and L.C. Jain (eds.), Computational Intelligence: Collaboration, Fusion and Emergence, Intelligent Systems Reference Library, Vol. 1, Chapter 8. Springer, 2009.

22.   “Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market,” (with C.-C. Tai), in Leonardo Vanneschi, Steven Gustafson,  Alberto Moraglio, Ivanoe De Falco, and Marc Ebner (eds), Genetic Programming: 12th European Conference, Lecture Note in Computer Science Volume 5481,  Springer, 2009, pp. 171-182.

23.   “Income Distribution and Lottery Expenditures in Taiwan: An Analysis Based on Agent-Based Simulation,'' (with Bin-Tzong Chie, Hui-Feng Fan, and Tina Yu), in A. Brabazon and M. O'Neill (eds.), Natural Computing in Computational Finance, Volume 2, Chapter 10, pp. 207--223, Springer 2009.

24.   “Financial Applications: Stock Markets,'' in B. Wang (ed.) Wiley Encyclopedia of Computer Science and Engineering, John Wiley & Sons, pp. 1227-1244, 2009.

25.   “Scale-Free Network Emerged in the Markets: Human Traders versus Zero-Intelligence Traders”, (with J.-J. Tseng S.-C. Wang and S.-P. Li), in T, Terano, H. Kita, S. Takahashi, and H. Deguchi (eds.), Agent-Based Approaches in Economic and Social Complex Systems V, Agent-Based Social Systems, Volume 6, pp. 245-254, Springer, 2008.

26.   “Genetic Programming and Agent-Based Computational Economics: From Autonomous Agents to Product Innovation”, in T, Terano, H. Kita, S. Takahashi, and H. Deguchi (eds.), Agent-Based Approaches in Economic and Social Complex Systems V, Agent-Based Social Systems, Volume 6, pp. 3-14, Springer, 2008.

27.    “Co-Evolving Trading Strategies to Analyze Bounded Rationality in Double Auction Markets,'' (with Ren-Jie Zeng and Tina Yu), in R. Riolo, T. Soule, and B. Worzel (eds.), Genetic Programming Theory and Practice VI, Chapter 13, pp. 195--213, Springer, 2008.

28.   “Computational Intelligence in Agent-Based Computational Economics,'' in J. Fulcher and L. C. Jain (eds.), Computational Intelligence: A Compendium, Studies in Computational Intelligence,  Vol. 115, Chapter 13, 517--594, Springer, 2008

29.   “On Predictability and Profitability: Would GP Induced Trading Rules be Sensitive to the Observed Entropy of Time Series?'' (with Nicolas Navet), in A. Brabazon and M. O'Neill (eds.). Natural Computing in Computational Economics and Finance, Chapter 11, pp. 197-210, Springer, 2008.Springer.

30.   "Genetic Programming and Financial Trading: How Much about  “What we Know”?  '' (with T.-W. Kuo and K. –M. Hsu), in C. Zopounidis, M. Doumpos, and P. M. Pardalos (eds.), Handbook of Financial Engineering,  pp. 99-154, Springer, 2008.

31.   “Agent-Based Modeling of Lottery Markets: Policy-making from Bottom Up,” (with Bin-Tzong Chie), in L. Dennard, K. Richardson, and G. Morcol (eds.), Complexity and Policy Analysis: Tools and Concepts for Designing Robust Policies in a Complex World, Managing the Complex Volume 3, Chapter 13, ISCE Publishing, 2008 .

32.   “Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach,'' (with Bin-Tzong Chie), forthcoming in H. Yin, P. Tino,  E. Corchado, W. Byrne and X. Yao (eds.),  Intelligent Data Engineering and Automated Learning, Lecture Notes in Computer Science . (LNCS 4881), pp. 1053-1062. Springer, 2007,

33.    “Failure of Genetic Programming Induced Trading Strategies: Distinguishing between Efficient Markets and Inefficient Algorithms,” (with Nicolas Navet), in Chen, S.-H., P. Wang and T.-W. Kuo (eds.), Computational Intelligence in Economics and Finance, Vol. 2, Springer, 2007, pp. 169—182.

34.   “Trading Strategies Based on K-Means Clustering and Regression Model,” (with Hongxing He, Jin Chen and Huidong Jin), in Chen, S.-H., P. Wang and T.-W Kuo (eds.), Computational Intelligence in Economics and Finance, Vol. 2, pp. 123--134. Springer, 2007.

35.   “Computational Intelligence in Economics and Finance: Shifting the Research Frontier,'' (with P. P. Wang and T.-W. Kuo), in Chen, S.-H., P. Wang and T.-W. Kuo (eds.), Computational Intelligence in Economics and Finance, Vol. 2, Springer, 2007, pp. 1--23.

36.   “The Relationship between Relative Risk Aversion and Survivability, “ (with Y. –C. Huang), in T. Terano, H. Kita, H. Deguchi, and K. Kijima. (eds), Agent-Based Approaches in Economic and Social Complex Systems IV, Agent-Based Social Systems, Volume 3, Springer, 2007, pp. 41-48.

37.   Pretests for Genetic-Programming Evolved Trading Programs: ``Zero-Intelligence'' Strategies and Lottery Trading,'' (with Nicolas Navet), in King et al. (eds.), Neural Information Processing, Part III,  Lecture Notes in Computer Science, Volume 4234, Springer, 2006, pp. 450-460. [SCIE]

38.   “Network Topologies and Consumption Externalities,'' (with Li-Cheng Sun and Chih-Chien Wang), in T. Washio et al. (eds.): New Frontiers in Artificial Intelligence,  Lecture Notes in Artificial Intelligence 4012, 2006, Springer, pp. 314—329 [SCIE]

39.   "A Functional Modularity Approach to Agent-based Modeling of the Evolution of Technology,'' (with B.-T. Chie),The Complex Networks of Economic Interactions, Lecture notes in economics and mathematical systems, Springer Vol. 567, 2005, pp. 165-178. [SCIE]

40.   "On the Role of Risk Preference in Survivability,'' (with Y.-C. Huang), in L. Wang, K. Chen, and Y. S. Ong (eds.), Natural Computation, Lecture Notes in Computer Sciences 3612, Springer, 2005, pp. 612-621. [SCIE]

41.   "Risk Preference and Survival Dynamics,'' (with Y.-C. Huang), in T. Terano, H. Kita, T. Kaneda, K. Arai and H. Deguchi (eds.), Agent-Based Simulation: From Modeling Methodologies to Real-World Applications, Springer, 2005, pp. 135-143.

42.    "Discovering Financial Technical Trading Rules Using Genetic Programming with Lambda Abstraction,'' ' (with T. Yu and T.-W. Kuo), in U. O'Reilly, T. Yu, R. Riolo, and B. Worzel (eds.), Genetic Programming Theory and Practice II, Springer, 2004, pp. 11-30.

43.   "Toward a New Principle of Agent Engineering in Multiagent Systems: Computational Equivalence,'' (with C.-C. Tai), in K. Kurumatani, S.-H. Chen and A. Ohuchi (eds.), Multi-Agent for Mass User Support, Lecture Notes in Artificial Intelligence 3012, 2004, pp. 18-32. [SCIE]

44.   "Equilibrium Selection via Adaptation," (with C.-H. Yeh), in A. Nowak and K. Sazjowski (ed.), Advances in Dynamic Games: Applications to Economics, Finance, Optimization, and Stochastic Control, Annals of the International Society of Dynamic Games, Vol. 7. Birkhauser, 2004, Chapter 30, pp. 555-581.

45.   "Discovering Hidden Patterns with Genetic Programming," (with T.-W. Kuo), in S.-H. Chen and P. P. Wang (eds.), Computational Intelligence in Economics and Finance, Springer-Verlag. [SCIE]

46.   "Are Efficient Market Really Efficient?: Can Financial Econometric Tools Convince Machine Learning People?" (with T.-W. Kuo), in S.-H. Chen and P. P. Wang (eds.), Computational Intelligence in Economics and Finance, Springer-Verlag. [SCIE]

47.   "Searching Financial Patterns with Self-Organizing Maps," (with H. He), in S.-H. Chen and P. P. Wang (eds.), Computational Intelligence in Economics and Finance, Springer-Verlag, 2003, pp. 203-216. [SCIE]

48.   "Computational Intelligence in Economics and Finance," (with P. P. Wang), in S.-H. Chen and P. P. Wang (eds.), Computational Intelligence in Economics and Finance, Springer-Verlag, 2003, pp. 3-55. [SCIE]

49.   "Agent-Based Computational Macro-economics: A Survey,'' in T. Terano, H. Dehuchi, and K. Takadama (eds.), Meeting the Challenge of Social Problems via Agent-Based Simulation, Springer, 2003, pp. 141-170.

50.   "Overfitting or Poor Learning: A Critique of Current Financial Applications of GP,'' (with T.-W. Kuo), in C. Ryan, T. Soule, M. Keijzer, E. Tsang, R. Poli, and E. Costa (eds.), Genetic Programming, Lecture Notes in Computer Science 2610, Springer, pp. 34-46. [SCIE]

51.   "Individual Rationality as a Partial Impediment to Market Efficiency: Allocative Efficiency of Markets with Smart Traders," (with C.-C. Tai and B.-T. Chie), in S.-H. Chen (ed.), Genetic Algorithms and Genetic Programming in Computational Finance, Kluwer, 2002, pp. 357-377.

52.   "Price Discovery in Agent-Based Computational Modeling of the Artificial Stock Market," (with C.-C Liao), in S.-H. Chen (ed.), Genetic Algorithms and Genetic Programming in Computational Finance, Kluwer, 2002, pp. 335-356.

53.   "Genetic Programming: A Tutorial with the Software Simple GP," (with T.-W. Kuo and Y.-P. Shieh), in S.-H. Chen (ed.), Genetic Algorithms and Genetic Programming in Computational Finance, Kluwer, 2002, pp. 55-77.

54.   "Genetic Algorithms and Genetic Programming in Computational Finance: An Overview of the Book," in S.-H. Chen (ed.), Genetic Algorithms and Genetic Programming in Computational Finance, Kluwer, 2002, pp. 1-26.

55.   "Evolutionary Computation in Economics and Finance: A Bibliography," (with T.-W. Kuo), in S.-H. Chen (ed.), Evolutionary Computation in Economics and Finance, Physica-Verlag, 2002, pp. 419-455.

56.   "On AIE-ASM: Software to Simulate Artificial Stock Markets with Genetic Programming," (with C.-H. Yeh and C.-C. Liao), in S.-H. Chen (ed.), Evolutionary Computation in Economics and Finance, Physica-Verlag, 2002, pp. 107-122.

57.   "Evolutionary Computation in Economics and Finance: An Overview of the Book," in S.-H. Chen (ed.), Evolutionary Computation in Economics and Finance, Physica-Verlag, 2002, pp. 3-28.

58.   "Taiwan's Macroeconomic Performance in the 1990s: An Overview," in B. Dickson, and C.-M. Chao (eds.), Assessing the Lee Teng-hui Legacy in Taiwan¡¦s Politics, M. E. Sharpe Press, 2002. pp. 91-107

59.   "Fundamental Issues in the Use of Genetic Programming in Agent-Based Computational Economics," in A. Namatame and H. SATO (eds,), Agent-based Approaches in Economic and Social Complex Systems, IOS Press, 2001.

60.   "On the Relevance of Genetic Programming in Evolutionary Economics," in K. Aruka(ed.), Evolutionary Controversy in Economics towards a New Method in Preference of Trans Discipline, Springer-Verlag, Tokyo, 2001, pp. 135-150.

61.   "Toward an Agent-Based Computational Modeling of Bargaining Strategies in Double Auction Markets with Genetic Programming," in K.S.Leung,L.-W.Chan,and H.Meng (eds.), Intelligent Data Engineering and Automated Learning- IDEAL 2000: Data Mining, Financial Engineering, and Intelligent Agents, Lecture Notes in Computer Sciences 1983, Springer,2000,pp.517-531. [SCIE]

62.   "Using Genetic Algorithms to Simulate the Evolution of an Oligopoly Game," (with C.-C. Ni), in B. McKay, X. Yao, C. S. Newton, J.-H. Kim, T. Furuhashi (Eds.), Simulated Evolution and Learning, Lecture Notes in Artificial Intelligence 1585, Springer, 1999. pp. 293-300. [SCIE]

63.   "Toward an Effective Implementation of Genetic Algorithms in Financial Data Mining: Retraining plus Validating," (with C.-F. Chen, and C.-W. Tan), in L. Xu, L. W. Chan, I. King and A. Fu (eds.),  Intelligent Data Engineering and Learning: Perspectives on Financial Engineering and Data Mining, Singapore: Springer-Verlag. 1998. pp.99-105.  

64.   "Can We Believe That Genetic Algorithms Would Help without Actually Seeing Them Work in Financial Data Mining?: Part II, Empirical Tests," (with C.-F. Chen), in L. Xu, L. W. Chan, I. King and A. Fu (eds.), Intelligent Data Engineering and Learning: Perspectives on Financial Engineering and Data Mining, Singapore: Springer-Verlag. 1998. pp.89-97.

65.   "Can We Belive That Genetic Algorithms Would Help without Actually Seeing Them Work in Financial Data Mining?: Part I, The Foundations," in L. Xu, L. W. Chan, I. King and A. Fu (eds.), Intelligent Data Engineering and Learning: Perspectives on Financial Engineering and Data Ming, Singapore: Springer-Verlag. 1998. pp.81-87. 

66.   "Genetic Programming in the Overlapping Generations Model: An Illustration with Dynamics of the Inflation Rate," in V. W. Porto, N. Saravanan, D. Waagen and A. E. Eiben (eds.),  Evolutionary Programming VII, Lecture Notes in Computer Science, Vol. 1447, Berlin:Springer-Verlag. 1998. pp. 829-838. [SCIE]

67.   "Pricing Financial Derivatives with Genetic Programming," (with W.-C. Lee and C.-H. Yeh), in G. Li, W. Tang, M. Chen and D. Cui (eds.), Systems Science and Its Applications, Tianjin People's Publishing House, 1998. pp. 144-156.

68.   "Evolutionary Artificial Neural Networks and Genetic Programming: A Comparative Study Based on Financial Data," (with C.-C. Ni) in G. D. Smith, N. C. Steele, and R. F. Albrecht (eds.), Artificial Neural Networks and Genetic Algorithms, Springer-Verlag Wien New York, 1998. pp. 397-400.

69.   "Would and Should Government Lie about Economic Statistics: Understanding Opinion Formation Processes through Evolutionary Cellular Automata," in Conte, R., R. Hegselmann, and P. Terna (eds.), Simulating Social Phenomena, Lecture Notes in Economics and Mathematical Systems 456, Springer, 1997. pp. 471-490. [SCIE]

70.   "Would and Should Government Lie about Economic Statistics: Simulation Based on Evolutionary Cellular Automata," in Yao, X. and J.-H. Kim (eds.), Simulated Evolution and Learning, Lecture Notes in Artificial Intelligence 1285, Springer, 1997. pp. 157-166. [SCIE]

71.   "Modeling Speculators with Genetic Programming," (with C.-H. Yeh), in P. Angeline, R. G. Reynolds, J. R. McDonnell, and R. Eberhart (eds.), Evolutionary Programming VILecture Notes in Computer Science, Vol. 1213, Berlin: Springer-Verlag. 1997. pp.137-147. [SCIE]

72.   "Genetic Programming Learning in the Cobweb Model with Inventory," in M. Chen (ed.), General Systems Studies and Applications, Hust Press. 1997. (ISBN: 7-5609-1536-1), pp.78-90.

73.   "Equilibrium Selection Using Genetic Programming,"(with J. Duffy and C.-H. Yeh), in S. Amari, L. Xu, L. Chan, I. King and K.Leung (eds.), Progress in Neural Information Processing,Vol. 2, Springer-Verlag, Singapore. 1996. pp.1341-1346.

74.   "Measuring Randomness by Rissanen's Stochastic Complexity: Applications to the Financial Data," (with C.-W.Tan)in D.L. Dowe K.B.Korb and J.J.Oliver (eds.),ISIS: Information, Statistics and Induction in Science, World Scientific , Singapore. 1996.pp.200-211.

75.   "Genetic Programming in the Coordination Game with a Chaotic Best-Response Function," (with J.Duffy and C.-H.Yeh)in L. Fogel,P.  Angeline and T Back (eds.), Evolutionary Progarmming V,  MIT Press,  pp.277-286.

76.   "Genetic Programming Learning and the Cobweb Model," (with Yeh),in P.Angeline (ed.) Advances in Genetic Programming, Vol.2,Chap.22,MIT Press Cambridge, MA.1996.pp.443-466.

77.   "Genetic Programming,Predictability and Stock Market Efficiency," in L.Vlacic,T.Nguyen,and D.Cecez-Kecmanovic (eds.), Modelling and Control of National and Regional Economies 1995, (ISBN 0-08-042376-0),Pergamon,Oxford,Great Britain,1996. pp.283-288.

78.   "From the Hayek Hypothesis to Animal Spirits: The Phase Transition based on Competitive Experimental Markets," (with J.Kuo and C.Lin),in D.Vaz and K.Velupillai (ed.), Inflation, Institutions and Information: Essays in Honor of Axel Leijonhufvud, Macmillan,1996.pp.290-318.

PUBLICATIONS: Referred Papers in Proceedings  Top

1.     “Agent-based Model of the Political Election Prediction Market,” (with Tongkui Yu), in Jordi Sabater, Daniel Villatoror and Jaime Sichman (eds.), Proceedings on Twelfth International Workshop on Multi-Agent-Based Simulation (MABS’2011), Taipei, Taiwan, May 2, 2011, pp. 117-128.

2.     “Investigating the Effect of Different GP Algorithms on the Non-Stationary Behavior of Financial Markets,” (with Michael Kampouridis and Edward Tsang), in 2011 IEEE Proceedings on Computational Intelligence for Financial Engineering (CIFEr’2011), Paris, France, April 11-15, 2011.

3.     "Testing the Dinosaur Hypothesis Under Different GP Algorithms", in Proceedings of  the 10th Annual Workshop on UK Computational Intelligence (UKCI’2010) Workshop, IEEE Xplore, University of Essex,, UK, September 8-10, 2010.

4.     “Microstructure Dynamics and Agent-Based Financial Markets,” in Tibor Bosse, Armando Geller, Catholijn M. Jonker (eds.), Proceedings on Eleventh International Workshop on Multi-Agent-Based Simulation (MABS’2010), Toronto, Canada, May 11, 2010, pp. 117-128.

5.     “Analysis of Micro-Behavior and Bounded Rationality in Double Auction Markets Using Co-evolutionary GP,” (with R.J Zeng and T. Yu). In Proceedings of World Summit on Genetic and Evolutionary Computation (GEC’09), June 12–14, 2009, Shanghai, China, ACM.

6.     “Modeling Intelligence of Learning Agents in an Artificial Double Auction Market.” (with C.-C. Tai), in 2009 IEEE Proceedings on Computational Intelligence for Financial Engineering (CIFEr’2009),  Sheraton Music City Hotel,  Nashville, Tennessee, USA, March 30 - April 2, 2009,  pp. 36-41.

7.     Agent-based Simulation of Product Innovation: Modularity, Complexity and Diversity,” (with B.-T. Chie), Proceedings of the Agent 2007 Conference on Complex Interaction and Social Emergence (Agent 2007), Northwestern University, Evanston, Illinois, Nov. 15-17, 2007, pp. 295-305.

8.     “Graph and Network Economics,” (with C.-L. Chen), in Proceedings of the 2005 International Conference on Neural Networks and Brain (ICNN&B’05), Beijing, China, Oct. 13-15, 2005, IEEE Press, pp. 1639-1645

9.     “Agent-Based Modeling of Lottery Markets with the Expected Utility Paradigm,” (with B.-T. Chie and C.-W. Lee), Proceeding of IEEE Congress on Evolutionary Computation, Vol. 1, September 2-5, 2005, Edinburgh, U.K., pp. 366-373.

10.   "Network Topologies and Consumption Externality,'' (with L.-C. Sun), in Proceedings of the First International Workshop on Agent Network Dynamics and Intelligence (ANDI'2005), Kitakyushu, Japan, June 13-14, 2005, pp. 91-101.

11.   "Functional Modularity in the Test Bed of Economic Theory--Using Genetic Programming,'' (with B.-T. Chie),  In R. Poli, et al. (eds.), GECCO-2004: Proceedings of the Genetic and Evolutionary Computation Conference, June 26-30, 2004, Seattle, Washington, USA.

12.   "Risk Preference and Survival Dynamics,'' (with Y.-C. Hwang), in T. Terano, H. Kita, T. Kaneda and K. Arai (eds.), Proceedings of the 3rd International Workshop on Agent-based Approaches in Economic and Social Complex Systems (AESCS'04), May 27-29, 2004, Kyoto University, Kyoto, Japan, pp. 9-16.

13.   "Behavioral Finance and Agent-Based Computational Finance: Toward an Integrating Framework,''  in K. Chen, S.-H. Chen, H.-D. Cheng, D. Chiu, S. Das, R. Duro, Z. Jiang, N. Kasabov, E. Kerre, H.-V. Leong, Q. Li, M. Lu, M. G. Romay, D. Ventura, P.-P. Wang, and J. Wu (eds.), Proceedings of 7th Information Sciences (JCIS 2003), September 26-30, 2003, Cary, North Carolina, U.S.A., pp. 1235-1238.

14.   "Agent-Based Modeling of Lottery Markets,'' (with B.-T. Chie), in K. Chen, S.-H. Chen, H.-D. Cheng, D. Chiu, S. Das, R. Duro, Z. Jiang, N. Kasabov, E. Kerre, H.-V. Leong, Q. Li, M. Lu, M. G. Romay, D. Ventura, P.-P. Wang, and J. Wu (eds.),  Proceedings of 7th Information Sciences (JCIS 2003), September 26-30, 2003, Cary, North Carolina, U.S.A., pp. 1227-1230.

15.   "Modeling International Short-Term Capital Flow with Genetic Programming,'' (with T.-W. Kuo), in K. Chen, S.-H. Chen, H.-D. Cheng, D. Chiu, S. Das, R. Duro, Z. Jiang, N. Kasabov, E. Kerre, H.-V. Leong, Q. Li, M. Lu, M. G. Romay, D. Ventura, P.-P. Wang, and J. Wu (eds.), Proceedings of 7th Information Sciences (JCIS 2003), September 26-30, 2003, Cary, North Carolina, U.S.A., pp. 1140-1144.

16.   "A Preview of the Third International Workshop on Computational Intelligence in Economics and Finance,'' (with C.-C. Tai and X.Yao), in K. Chen, S.-H. Chen, H.-D. Cheng, D. Chiu, S. Das, R. Duro, Z. Jiang, N. Kasabov, E. Kerre, H.-V. Leong, Q. Li, M. Lu, M. G. Romay, D. Ventura, P.-P. Wang, and J. Wu (eds.), Proceedings of 7th Information Sciences ( JCIS 2003), September 26-30, 2003, Cary, North Carolina, U.S.A., pp. 985-987.

17.   "Economic Models of Innovations: Why GP Can Be a Possible Way Out?'' (with B.-T. Chie), Computational Synthesis: From Basic Building Block to High Level Functionality, Technical Report SS-03-02, AAAI Press, pp. 42-51.

18.   "Trading Restrictions, Price Dynamics and Allocative Efficiency in Double Auction Markets: Analysis Based on Agent-Based Modeling and Simulations," (with C.-C.Tai and B.-T. Chie), in A. Namatame, D. Green, Y. Aruka, H. Sata (eds.), Proceedings of the 6th International Conference on Complex Systems 2002: Complexity with Agent-Based Modeling, Chuo University, Tokyo, Japan, September 9-11, 2002, pp. 169-176.

19.   "Agent-Based Computational Macroeconomics: A Survey," Proceedings of the Second International Workshop on Agent-based Approaches in Economic and Social Complex Systems ( AESCS'02), Institute of Socio-Information and Communication Studies, University of Tokyo, August 16, pp. 15-30, 2002.

20.   "Why Are There Sunspots? An Analysis Based on Agent-Based Artificial Stock Markets," (with C.-C. Liao), in H. J. Caulfield, S.-H. Chen, H.-D. Cheng, R. Duro, V. Honavar, E. E. Kerre, M. Lu, M. G. Romay, T. K. Shih, D. Ventura, P. P. Wang, and Y. Yang (eds.), Proceedings of 6th Information Sciences ( JCIS'02), March 8-13, 2002, Research Triangle Park, North Carolina, U.S.A., p. 1167.

21.   "Individual Rationality as a Partial Impediment to Market Efficiency," (with C.-C. Tai and B.-T. Chie), in H. J. Caulfield, S.-H. Chen, H.-D. Cheng, R. Duro, V. Honavar, E. E. Kerre, M. Lu, M. G. Romay, T. K. Shih, D. Ventura, P. P. Wang, and Y. Yang (eds.), Proceedings of 6th Information Sciences ( JCIS'02), March 8-13, 2002, Research Triangle Park, North Carolina, U.S.A., pp. 1163-1166.

22.   "Sensitivity Analysis of Genetic Programming: A Case of Symbolic Regression," (with T.-W. K. and Y.-P. Shieh), in H. J. Caulfield, S.-H. Chen, H.-D. Cheng, R. Duro, V. Honavar, E. E. Kerre, M. Lu, M. G. Romay, T. K. Shih, D. Ventura, P. P. Wang, and Y. Yang (eds.), Proceedings of 6th Information Sciences (JCIS'02), March 8-13, 2002, Research Triangle Park, North Carolina, U.S.A., pp. 1119-1122.

23.   "Trading Strategies on Trial: A Comprehensive Review of 21 Practical Trading Strategies Over 56 Listed Stocks," (with T.-W. Kuo),  in B. Verma, A. Namatame, X. Yao, H. Selvaraj, A. de Carvalho, A. Ohuchi (eds.) , Proceedings of Fourth International Conference on Computational Intelligence and Multimedia Applications ( ICCIMA 2001 ), Yokusika City, Japan, Oct. 30 - Nov. 1, IEEE Computer Society Press, pp. 66-71.

24.   "The Schema Analysis of Emergent Bargaining Strategies in Agent-Based Double Auction Markets," (with B.-T. Chie),  in B. Verma, A. Namatame, X. Yao, H. Selvaraj, A. de Carvalho, A. Ohuchi (eds.)Proceedings of Fourth International Conference on Computational Intelligence and Multimedia Applications ( ICCIMA 2001 ), Yokusika City, Japan, Oct. 30 - Nov. 1, IEEE Computer Society Press. pp. 61-65.

25.   "Evolving Bargaining Strategies with Genetic Programming: An Overview of AIE-DA Ver. 2, Part 2,"(with B-T. Chie and C.-C. Tai), in B. Verma, A. Ohuchi (eds.), Proceedings of Fourth International Conference on Computational Intelligence and Multimedia Applications ( ICCIMA 2001 ), Yokusika City, Japan, Oct. 30 - Nov. 1, IEEE Computer Society Press, pp. 55-60.

26.   "Evolving Bargaining Strategies with Genetic Programming: An Overview of AIE-DA Ver. 2, Part 1," in B. Verma, A. Namatame, X. Yao, H. Selvaraj, A. de Carvalho, A. Ohuchi (eds.), Proceedings of Fourth International Conference on Computational Intelligence and Multimedia Applications ( ICCIMA 2001 ), Yokusika City, Japan, Oct. 30 - Nov. 1, IEEE Computer Society Press, pp. 48-54.

27.   "Testing for Granger Causality in the Stock Price-Volume Relation: A Perspective from the Agent-Based Model of Stock Markets," in Z. Wang and W. Wang (eds.), Proceedings of the IFAC Workshop on Computational in Economic, Financial and Engineering-Economic Systems, Oct. 22-24, 2001, Tianjin, P.R. China, pp.464-469.

28.   "Price Discovery in Agent-Based Computational Modeling of Artificial Stock Markets," (with C.-C. Liao), in Z. Wang and W. Tang (eds.), Proceedings of the IFAC Workshop on Computational in Economic, Financial and Engineering-Economic Systems, Oct. 22-24, 2001, Tianjin, P.R. China, pp. 456-463.

29.   "Fundamental Issues in the Use of Genetic Programming in Agent-Based Computational Economics," in A. Namatame (ed.), Proceedings of the First International Workshop on Agent-based Approaches in Economic and Social Complex Systems ( AESCS2001 ), Matsue City, Shimane, Japan, May 21-22, 2001, pp. 175-185.

30.   "Genetic Programming in the Agent-based Artificial Stock Market," (with C.-H. Yeh), in Proceedings of the 1999 National Computer Symposium, Vol. 2, pp.251-258. Tamkang University, Taipei, Dec. 20-21, 1999. 

31.   連 鎖店賽局的共演化不穩定性:遺傳演算法學習之應用”, (與 倪志琦合著), 台 灣經濟學會年會論文集,1999, pp 47-70.

32.   "Testing for Granger Causality in the Stock Price-Volume Relation: A Perspective from the Agent-Based Model of Stock Markets," (with C.-H. Yeh and C.-C. Liao), in B. McKay, Y. Tsujimura, R. Sarker, A. Namatame, X. Yao, and M. Gen (eds.) Proceedings of the Third Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, Australia, 23-25 November, 1999. pp. 8-15.

33.   "Towards an Agent-Based Foundation of Financial Econometrics: An Approach Based on Genetic-Programming Artificial Markets," (with T.-W. Kuo) In Banzhaf, W., Daida, J., Eiben, A. E., Garzon, M. H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, July 13-17, 1999, Orlando, Florida USA. San Francisco, CA: Morgan Kaufmann. Vol. 2. (ISBN:1-55860-611-4) pp.966-973.

34.   "Genetic Algorithms, Trading Strategies and Stochastic Processes: Some New Evidence from Monte Carlo Simulations," (with W.-Y Lin and C.-I. Tsao) In Banzhaf, W., Daida, J., Eiben, A. E., Garzon, M. H., Honavar, V., Jakiela, M., & Smith, R. E. (eds.). GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, July 13-17, 1999, Orlando, Florida USA. San Francisco, CA: Morgan Kaufmann. (ISBN: 1-55860-611-4) pp.114-121.

35.   "Genetic Programming in the Agent-Based Artificial Stock Market," (with C.-H. Yeh), in Proceedings of the 1999 Congress on Evolutionary Computation (CEC'99), Vol. 2, IEEE Press. (ISBN: 0-7803-5536-9) pp. 834-841.