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2020 – today
- 2021
[j21]Ching Hsu, Tina Yu
, Shu-Heng Chen:
Narrative economics using textual analysis of newspaper data: new insights into the U.S. Silver Purchase Act and Chinese price level in 1928-1936. J. Comput. Soc. Sci. 4(2): 761-785 (2021)
2010 – 2019
- 2019
- [c70]Hung-Wen Lin, Jing-Bo Huang, Kun-Ben Lin, Shu-Heng Chen:
Manipulated Information Dissemination and Risk-Adjusted Momentum Return in the Chinese Stock Market. AHFE (14) 2019: 37-45 - 2018
- [e6]Edgardo Bucciarelli, Shu-Heng Chen, Juan M. Corchado:
Decision Economics. In the Tradition of Herbert A. Simon's Heritage - Distributed Computing and Artificial Intelligence, 14th International Conference, Porto, Portugal, 21-23 June 2017. Advances in Intelligent Systems and Computing 618, Springer 2018, ISBN 978-3-319-60881-5 [contents] - 2017
- [j20]Shu-Heng Chen, Ye-Rong Du:
Heterogeneity in generalized reinforcement learning and its relation to cognitive ability. Cogn. Syst. Res. 42: 1-22 (2017) - [c69]Tongkui Yu, Shu-Heng Chen, Connie Houning Wang:
Information Aggregation in Big Data: Wisdom of Crowds or Stupidity of Herds. Decision Economics@DCAI 2017: 16-27 - [c68]Iacopo Odoardi, Fabrizio Muratore, Edgardo Bucciarelli, Shu-Heng Chen:
Looking for Regional Convergence: Evidence from the Italian Case with Multivariate Adaptive Regression Splines. Decision Economics@DCAI 2017: 77-85 - [c67]Te-Cheng Lu, Tongkui Yu, Shu-Heng Chen:
Information Manipulation and Web Credibility. Decision Economics@DCAI 2017: 86-95 - [c66]Shu-Heng Chen, Hung-Wen Lin, Edgardo Bucciarelli, Fabrizio Muratore, Iacopo Odoardi:
A Data Mining Analysis of the Chinese Inland-Coastal Inequality. Decision Economics@DCAI 2017: 96-104 - [c65]Yu-Wei Lee, Shu-Heng Chen, Tina Yu:
Analysis of the impact of collateral on peer-to-peer lending. SII 2017: 77-82 - 2016
- [j19]Shu-Heng Chen, Umberto Gostoli:
On the complexity of the El Farol Bar game: a sensitivity analysis. Evol. Intell. 9(4): 113-123 (2016) - [c64]Shu-Heng Chen:
The Missing Legacy of Herbert Simon in Agent-Based Computational Economics. Decision Economics@DCAI 2016: 1-7 - [c63]Shu-Heng Chen, Umberto Gostoli:
On the complexity of the El Farol Bar game: a sensitivity analysis. SpringSim (ADS) 2016: 4 - 2015
- [j18]Shu-Heng Chen, Bin-Tzong Chie, Tong Zhang:
Network-Based Trust Games: An Agent-Based Model. J. Artif. Soc. Soc. Simul. 18(3) (2015) - [j17]Bin-Tzong Chie, Shu-Heng Chen:
The Use of Knowledge in Prediction Markets: How Much of Them Need He Know? J. Inf. Sci. Eng. 31(1): 1-22 (2015) - [c62]Lian-Sheng Yang, Shu-Heng Chen, Chia-Ling Chang, Yi-Heng Tseng:
Aggregation problem in DSGE model. BESC 2015: 123-129 - [e5]Guandong Xu, Yves Demazeau, Shu-Heng Chen, Junjie Wu, Michael Gavin, Irwin King, Jie Cao, Zhiang Wu, Zhan Bu:
2015 International Conference on Behavioral, Economic and Socio-cultural Computing, BESC 2015, Nanjing, China, October 30 - December 1, 2015. IEEE 2015, ISBN 978-1-4673-8783-5 [contents] - 2014
- [j16]Desheng Dash Wu, Shu-Heng Chen, David L. Olson:
Business intelligence in risk management: Some recent progresses. Inf. Sci. 256: 1-7 (2014) - [c61]Bin-Tzong Chie, Shu-Heng Chen:
Role of Price in industry dynamics: A modular perspective. CIFEr 2014: 298-302 - [c60]Shu-Heng Chen, Umberto Gostoli:
Behavioral Macroeconomics and Agent-Based Macroeconomics. DCAI 2014: 47-54 - [c59]Bin-Tzong Chie, Shu-Heng Chen:
Spatial Modeling of Agent-Based Prediction Markets: Role of Individuals. MABS 2014: 197-212 - [c58]Bin-Tzong Chie, Shu-Heng Chen:
Toward a spatial agent-based prediction market: would the spatial distribution of information matter? SpringSim (ADS) 2014: 8 - [e4]Shu-Heng Chen, Takao Terano, Ryuichi Yamamoto, Chung-Ching Tai:
Advances in Computational Social Science, The Fourth World Congress [Post-Conference Proceedings of the World Congress on Social Simulation, WCSS 2012, Taipei, Taiwan, Sepemtember 4-7, 2012]. Agent-Based Social Systems 11, Springer 2014, ISBN 978-4-431-54846-1 [contents] - 2013
- [c57]Shu-Heng Chen, Tong Zhang:
An agent-based skeleton of the network-based trust games. SpringSim (ADS) 2013: 1 - [c56]Bin-Tzong Chie, Shu-Heng Chen:
On the Prediction Accuracy of Prediction Markets: Would the Spatial Distribution of Information Matter? TAAI 2013: 367-369 - 2012
- [j15]Shu-Heng Chen, Chia-Ling Chang, Ye-Rong Du:
Agent-based economic models and econometrics. Knowl. Eng. Rev. 27(2): 187-219 (2012) - [c55]Shu-Heng Chen:
Predicting the Prediction Market: Would Smart Agents Help? AAAI Spring Symposium: AI, The Fundamental Social Aggregation Challenge 2012 - [c54]Shu-Heng Chen, Umberto Gostoli:
Coordination in the El Farol Bar problem: The role of social preferences and social networks. IEEE Congress on Evolutionary Computation 2012: 1-8 - [p5]Yi-Ping Huang, Shu-Heng Chen, Min-Chin Hung, Tina Yu:
An Order-Driven Agent-Based Artificial Stock Market to Analyze Liquidity Costs of Market Orders in the Taiwan Stock Market. Natural Computing in Computational Finance (4) 2012: 163-179 - [p4]Michael Kampouridis, Shu-Heng Chen, Edward P. K. Tsang:
Market Microstructure: A Self-Organizing Map Approach to Investigate Behavior Dynamics under an Evolutionary Environment. Natural Computing in Computational Finance (4) 2012: 181-197 - 2011
- [c53]Michael Kampouridis, Shu-Heng Chen, Edward P. K. Tsang:
Investigating the effect of different GP algorithms on the non-stationary behavior of financial markets. CIFEr 2011: 43-50 - [c52]Michael Kampouridis, Shu-Heng Chen, Edward P. K. Tsang:
Market Microstructure: Can Dinosaurs Return? A Self-Organizing Map Approach under an Evolutionary Framework. EvoApplications (2) 2011: 91-100 - [c51]Shu-Heng Chen, Kuo-Chuan Shik:
Is Genetic Programming "Human-Competitive"? The Case of Experimental Double Auction Markets. IDEAL 2011: 116-126 - [c50]Tongkui Yu, Shu-Heng Chen:
Agent-Based Modeling of the Prediction Markets for Political Elections. MABS 2011: 31-43 - [c49]Shu-Heng Chen, Wen-Ching Liou, Ting-Yu Chen:
A Culture-Sensitive Agent in Kirman's Ant Model. SBP 2011: 341-348 - 2010
- [c48]Shu-Heng Chen, Michael Kampouridis, Edward P. K. Tsang:
Microstructure Dynamics and Agent-Based Financial Markets. MABS 2010: 121-135 - [c47]Michael Kampouridis, Shu-Heng Chen, Edward P. K. Tsang:
Testing the Dinosaur Hypothesis under Empirical Datasets. PPSN (2) 2010: 199-208
2000 – 2009
- 2009
- [j14]Jie-Jun Tseng, Sai-Ping Li, Shu-Heng Chen, Sun-Chong Wang:
Emergence of Scale-Free Networks in Markets. Adv. Complex Syst. 12(1): 87-97 (2009) - [c46]Shu-Heng Chen, Chung-Ching Tai:
Modeling intelligence of learning agents in an artificial double auction market. CIFEr 2009: 36-42 - [c45]Shu-Heng Chen, Chung-Ching Tai:
Modeling Social Heterogeneity with Genetic Programming in an Artificial Double Auction Market. EuroGP 2009: 171-182 - [c44]Shu-Heng Chen, Ren-Jie Zeng, Tina Yu:
Analysis of micro-behavior and bounded rationality in double auction markets using co-evolutionary GP. GEC Summit 2009: 807-810 - [c43]Shu-Heng Chen, Chung-Ching Tai, Shu G. Wang:
Does Cognitive Capacity Matter When Learning Using Genetic Programming in Double Auction Markets? MABS 2009: 37-48 - 2008
- [j13]Shu-Heng Chen:
Software-Agent Designs in Economics: An Interdisciplinary [Research Frontier]. IEEE Comput. Intell. Mag. 3(4): 18-22 (2008) - [j12]Bob McKay, Shu-Heng Chen, Nguyen Xuan Hoai:
Genetic Programming: An emerging engineering tool. Int. J. Knowl. Based Intell. Eng. Syst. 12(1): 1-2 (2008) - [c42]Shu-Heng Chen, Chung-Ching Tai:
The Agent-Based Double Auction Markets: 15 Years On. WCSS 2008: 119-136 - [p3]Shu-Heng Chen:
Financial Applications: Stock Markets. Wiley Encyclopedia of Computer Science and Engineering 2008 - [p2]Nicolas Navet, Shu-Heng Chen:
On Predictability and Profitability: Would GP Induced Trading Rules be Sensitive to the Observed Entropy of Time Series? Natural Computing in Computational Finance 2008: 197-210 - [p1]Shu-Heng Chen:
Computational Intelligence in Agent-Based Computational Economics. Computational Intelligence: A Compendium 2008: 517-594 - 2007
- [j11]Shu-Heng Chen:
Computationally intelligent agents in economics and finance. Inf. Sci. 177(5): 1153-1168 (2007) - [j10]Shu-Heng Chen, Ya-Chi Huang:
Relative risk aversion and wealth dynamics. Inf. Sci. 177(5): 1222-1229 (2007) - [c41]Shu-Heng Chen, Bin-Tzong Chie:
Modularity, Product Innovation, and Consumer Satisfaction: An Agent-Based Approach. IDEAL 2007: 1053-1062 - 2006
- [c40]Shu-Heng Chen, Nicolas Navet:
Pretests for Genetic-Programming Evolved Trading Programs: "zero-intelligence" Strategies and Lottery Trading. ICONIP (3) 2006: 450-460 - [c39]Hongxing He, Jie Chen, Huidong Jin, Shu-Heng Chen:
Stock Trend Analysis and Trading Strategy. JCIS 2006 - [e3]Tzai-Der Wang, Xiaodong Li, Shu-Heng Chen, Xufa Wang, Hussein A. Abbass, Hitoshi Iba, Guoliang Chen, Xin Yao:
Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings. Lecture Notes in Computer Science 4247, Springer 2006, ISBN 3-540-47331-9 [contents] - 2005
- [j9]Shu-Heng Chen, Paul P. Wang:
Special issue on computational intelligence in economics and finance. Inf. Sci. 170(1): 1-2 (2005) - [j8]Shu-Heng Chen, Chung-Chih Liao:
Agent-based computational modeling of the stock price-volume relation. Inf. Sci. 170(1): 75-100 (2005) - [j7]Shu-Heng Chen:
Computational intelligence in economics and finance: Carrying on the legacy of Herbert Simon. Inf. Sci. 170(1): 121-131 (2005) - [c38]Shu-Heng Chen, Bin-Tzong Chie, Chia-Wei Lee:
Agent-based modeling of lottery markets with the expected-utility paradigm. Congress on Evolutionary Computation 2005: 366-373 - [c37]Shu-Heng Chen, Ya-Chi Huang:
On the Role of Risk Preference in Survivability. ICNC (3) 2005: 612-621 - [c36]Shu-Heng Chen, Li-Cheng Sun, Chih-Chien Wang:
Network Topologies and Consumption Externalities. JSAI Workshops 2005: 314-329 - 2004
- [j6]Shu-Heng Chen:
Trends in Agnet-Based Computational Modeling of Macroeconomics. New Gener. Comput. 23(1): 3-11 (2004) - [e2]Koichi Kurumatani, Shu-Heng Chen, Azuma Ohuchi:
Multi-Agent for Mass User Support, International Workshop, MAMUS 2003 Acapulco, Mexico, August 10, 2003 Revised and Invited Papers. Lecture Notes in Computer Science 3012, Springer 2004, ISBN 3-540-21940-4 [contents] - 2003
- [j5]Shu-Heng Chen, Chung-Ching Tai:
Trading Restrictions, Price Dynamics and allocative Efficiency in Double Auction Markets: Analysis Based on Agent-Based Modeling and Simulations. Adv. Complex Syst. 6(3): 283-302 (2003) - [c35]Chueh-Yung Tsao, Shu-Heng Chen:
Self-organizing maps as a foundation for charting or geometric pattern recognition in financial time series. CIFEr 2003: 387-394 - [c34]Shu-Heng Chen, Tzu-Wen Kuo:
Overfitting or Poor Learning: A Critique of Current Financial Applications of GP. EuroGP 2003: 34-46 - [c33]Shu-Heng Chen, Chung-Ching Tai:
Toward a New Principle of Agent Engineering in Multiagent Systems: Computational Equivalence. MAMUS 2003: 18-32 - 2002
- [c32]Shu-Heng Chen, Tzu-Wen Kuo, Yuh-Pyng Shieh:
Sensitivity Analysis of Genetic Programming: A Case of Symbolic Regression. JCIS 2002: 1119-1122 - [c31]Shu-Heng Chen, Chung-Ching Tai, Bin-Tzong Chie:
Individual Rationality as a Partial Impediment to Market Efficiency. JCIS 2002: 1163-1166 - [c30]Shu-Heng Chen, Chung-Chih Liao:
Why Are There Sunspots? An Analysis Based on Agent-Based Artificial Stock Markets. JCIS 2002: 1167-1168 - [e1]H. John Caulfield, Shu-Heng Chen, Heng-Da Cheng, Richard J. Duro, Vasant G. Honavar, Etienne E. Kerre, Mi Lu, Manuel Graña Romay, Timothy K. Shih, Dan Ventura, Paul P. Wang, Yuanyuan Yang:
Proceedings of the 6th Joint Conference on Information Science, March 8-13, 2002, Research Triangle Park, North Carolina, USA. JCIS / Association for Intelligent Machinery, Inc. 2002, ISBN 0-9707890-1-7 [contents] - 2000
- [j4]Shu-Heng Chen, Chia-Hsuan Yeh:
Simulating economic transition processes by genetic programming. Ann. Oper. Res. 97(1-4): 265-286 (2000) - [j3]Shu-Heng Chen, Chih-Chi Ni:
Simulating the Ecology of Oligopolistic Competition with Genetic Algorithms. Knowl. Inf. Syst. 2(3): 285-309 (2000) - [c29]Shu-Heng Chen:
Toward an Agent-Based Computational Modeling of Bargaining Strategies in Double Auction Markets with Genetic Programming. IDEAL 2000: 517-531 - [c28]Shu-Heng Chen, Chia-Hsuan Yeh:
Modeling traders' adaptation with genetic programming. KES 2000: 725-728 - [c27]Shu-Heng Chen, Chung-Chih Liao, Chia-Hsuan Yeh:
On AIE-ASM: a software to simulate artificial stock markets with genetic programming. KES 2000: 733-736
1990 – 1999
- 1999
- [j2]Shu-Heng Chen, Wo-Chiang Lee, Chia-Hsuan Yeh:
Hedging derivative securities with genetic programming. Intell. Syst. Account. Finance Manag. 8(4): 237-251 (1999) - [j1]Shu-Heng Chen, Chia-Hsuan Yeh:
Modeling the expectations of inflation in the OLG model with genetic programming. Soft Comput. 3(2): 53-62 (1999) - [c26]Shu-Heng Chen, Chun-Fen Lu:
Would evolutionary computation help in designs of ANNs in forecasting foreign exchange rates? CEC 1999: 267-274 - [c25]Shu-Heng Chen, Chia-Hsuan Yeh:
Genetic programming in the agent-based artificial stock market. CEC 1999: 834-841 - [c24]Shu-Heng Chen, Robert S. H. Istepanian, Bing Lam Luk:
Signal processing applications using adaptive simulated annealing. CEC 1999: 842-849 - [c23]Shu-Heng Chen, Wei-Yuan Lin, Chueh-Iong Tsao:
Genetic Algorithms, Trading Strategies and Stochastic Processes: Some New Evidence from Monte Carlo Simulations. GECCO 1999: 114-121 - [c22]Shu-Heng Chen, Tzu-Wen Kuo:
Towards an Agent-Based Foundation of Financial Econometrics: An Approach Based on Genetic-Programming Artificial Markets. GECCO 1999: 966 - [c21]Shu-Heng Chen, Chia-Hsuan Yeh, Chung-Chih Liao:
Testing for Granger Causality in the Stock Price-Volume Relation: A Perspective from the Agent-Based Model of Stock Markets. IC-AI 1999: 374-380 - [c20]Shu-Heng Chen, Chia-Hsuan Yeh, Chung-Chih Liao:
Testing the Rational Expectations Hypothesis with Agent-Based Models of Stock Markets. IC-AI 1999: 381-387 - [c19]Shu-Heng Chen, Chia-Hsuan Yeh:
On the Consequences of "Following the Herd": Evidence from the Artifical Stock Market. IC-AI 1999: 388-394 - [c18]Jane M. Binner, Alicia M. Gazely, Shu-Heng Chen:
An Application of Neural Networks to the Divisia Index Debate: The Case of Taiwan. IC-AI 1999: 409-415 - [c17]Shu-Heng Chen, Ching-Wei Tan:
Brief Signals in the Real and Artificial Stock Markets: An Approach Based on the Complexity Function. IC-AI 1999: 423-429 - [c16]Shu-Heng Chen, Wei-Yuan Lin, Chueh-Yung Tsao:
Discovering Trading Rules with Genetic Algorithms: An Empirical Study Based on GARCH Time Series. IC-AI 1999: 430-436 - [c15]Shu-Heng Chen, Hung-Shuo Wang, Byoung-Tak Zhang:
Forecasting High-Frequency Financial Time Series with Evolutionary Neural Trees: The Case of Heng-Sheng Stock Index. IC-AI 1999: 437-443 - [c14]Shu-Heng Chen, Tzu-Wen Kuo:
Are Efficient Markets Really Efficient?: Can Financial Econometric Tests Convince Maching Learning People? IC-AI 1999: 444-450 - [c13]Shu-Heng Chen, Wo-Chiang Lee:
Pricing call warrants with artificial neural networks: the case of the Taiwan derivative market. IJCNN 1999: 3877-3882 - 1998
- [c12]Shu-Heng Chen, Wei-Yuan Lin:
The appeal of evolution: The case of the RGA-based portfolios. CATA 1998: 125-130 - [c11]Shu-Heng Chen, Chia-Hsuan Yeh:
Genetic Programming in the Overlapping Generations Model: An Illustration with the Dynamics of the Inflation Rate. Evolutionary Programming 1998: 829-838 - [c10]Shu-Heng Chen, Chih-Chi Ni:
Using Genetic Algorithms to Simulate the Evolution of an Oligopoly Game. SEAL 1998: 293-300 - 1997
- [c9]Shu-Heng Chen, Chia-Hsuan Yeh:
Speculative trades and financial regulations: simulations based on genetic programming. CIFEr 1997: 123-129 - [c8]Shu-Heng Chen, Chia-Hsuan Yeh:
Modeling Speculators with Genetic Programming. Evolutionary Programming 1997: 137-147 - [c7]Shu-Heng Chen, Chih-Chi Ni:
Evolutionary Artificial Neural Networks and Genetic Programming: A Comparative Study Based on Financial Data. ICANNGA 1997: 397-400 - [c6]Shu-Heng Chen, Woh-Chiang Lee:
Option Pricing with Genetic Algorithms: The Case of European-Style Options. ICGA 1997: 704-711 - [c5]Shu-Heng Chen, Woh-Chiang Lee:
Option pricing with genetic algorithms: a second report. ICNN 1997: 21-25 - 1996
- [c4]Shu-Heng Chen, Chia-Hsuan Yeh:
Bridging the gap between nonlinearity tests and the efficient market hypothesis by genetic programming. CIFEr 1996: 34-40 - [c3]Shu-Heng Chen, John Duffy, Chia-Hsuan Yeh:
Genetic Programming in the Coordination Game with a Chaotic Best-Response Function. Evolutionary Programming 1996: 277-286 - [c2]Shu-Heng Chen, Chih-Chi Ni:
Genetic Algorithm Learning and the Chain-Store Game. International Conference on Evolutionary Computation 1996: 480-484 - [c1]Shu-Heng Chen:
Would and Should Government Lie About Economic Statistics: Simulations Based on Evolutionary Cellular Automata. SEAL 1996: 157-166
Coauthor Index
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