Shozo TOKINAGA


Analysis of Price Changes in Artificial Double Auction Markets Consisting of Multi-Agents Using Genetic Programming for Learning and Its Applications
Yoshikazu IKEDA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/10/01
Vol. E90-A  No. 10  pp. 2203-2211
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Soft Computing
Keyword: 
artificial double auction marketmulti-agentsgenetic programmingelectricity marketcontrol of chaos
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Multi-Fractality Analysis of Time Series in Artificial Stock Market Generated by Multi-Agent Systems Based on the Genetic Programming and Its Applications
Yoshikazu IKEDA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/10/01
Vol. E90-A  No. 10  pp. 2212-2222
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Soft Computing
Keyword: 
multi-fractalartificial stock marketmulti-agent-based modelinggenetic programming
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Neural Network Rule Extraction by Using the Genetic Programming and Its Applications to Explanatory Classifications
Shozo TOKINAGA Jianjun LU Yoshikazu IKEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/10/01
Vol. E88-A  No. 10  pp. 2627-2635
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
neural networksrule extractiongenetic programmingprediction of bankruptcybond rating
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Decomposition of Surface Data into Fractal Signals Based on Mean Likelihood and Importance Sampling and Its Applications to Feature Extraction
Shozo TOKINAGA Noboru TAKAGI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2005/07/01
Vol. E88-A  No. 7  pp. 1946-1956
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
fractal decompositionMonte Carlo simulationmean likelihoodimportance samplingfeature extraction
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Chaoticity and Fractality Analysis of an Artificial Stock Market Generated by the Multi-Agent Systems Based on the Co-evolutionary Genetic Programming
Yoshikazu IKEDA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2004/09/01
Vol. E87-A  No. 9  pp. 2387-2394
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: 
Keyword: 
artificial marketmulti-agentsocial learningchaosfractal
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Approximation of Chaotic Dynamics for Input Pricing at Service Facilities Based on the GP and the Control of Chaos
Xiaorong CHEN Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/09/01
Vol. E85-A  No. 9  pp. 2107-2117
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
input pricingapproximation of equationsgenetic programmingcontrol of chaos
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Approximation of Multi-Dimensional Chaotic Dynamics by Using Multi-Stage Fuzzy Inference Systems and the GA
Yoshinori KISHIKAWA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/09/01
Vol. E84-A  No. 9  pp. 2128-2137
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Chaos & Dynamics
Keyword: 
fuzzy inferencechaotic dynamicsmulti-stagegenetic algorithmprediction
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Controlling the Chaotic Dynamics by Using Approximated System Equations Obtained by the Genetic Programming
Yoshikazu IKEDA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2001/09/01
Vol. E84-A  No. 9  pp. 2118-2127
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and its Applications)
Category: Chaos & Dynamics
Keyword: 
control of chaosgenetic programmingchaotic dynamicsidentification
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Approximation of Chaotic Dynamics by Using Smaller Number of Data Based upon the Genetic Programming and Its Applications
Yoshikazu IKEDA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/08/25
Vol. E83-A  No. 8  pp. 1599-1607
Type of Manuscript:  Special Section PAPER (Special Section on Digital Signal Processing)
Category: Nonlinear Signal Processing
Keyword: 
genetic programmingchaotic dynamicseconomicsidentificationprediction
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Prediction of Stock Trends by Using the Wavelet Transform and the Multi-Stage Fuzzy Inference System Optimized by the GA
Yoshinori KISHIKAWA Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2000/02/25
Vol. E83-A  No. 2  pp. 357-366
Type of Manuscript:  Special Section PAPER (Special Section on Intelligent Signal and Image Processing)
Category: 
Keyword: 
fuzzy inferenceoptimization by GAprediction of stock pricewavelet transformmulti-stage fuzzy
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The Design of Multi-Stage Fuzzy Inference Systems with Smaller Number of Rules Based upon the Optimization of Rules by Using the GA
Kangrong TAN Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1999/09/25
Vol. E82-A  No. 9  pp. 1865-1873
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Theory and Its Applications)
Category: 
Keyword: 
multi-stage inferencemembership functiongenetic algorithmbackpropagationbond rating
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Applying Adaptive Credit Assignment Algorithm for the Learning Classifier System Based upon the Genetic Algorithm
Shozo TOKINAGA Andrew B. WHINSTON 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 1992/05/25
Vol. E75-A  No. 5  pp. 568-577
Type of Manuscript:  Special Section PAPER (Special Section on Nonlinear Dynamics--Adaptive, Learning and Neural Systems--)
Category: Neural Systems
Keyword: 
learning systemgenetic algorithmnonlinear adaptive systemproduction rulesportfolio management
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Automatic EEG Classification Based of Syntactical Pattern Recognition Method--Feature Extraction by Adaptive ARMA Model Fitting--
Shozo TOKINAGA 
Publication:   IEICE TRANSACTIONS (1976-1990)
Publication Date: 1986/10/25
Vol. E69-E  No. 10  pp. 1125-1132
Type of Manuscript:  PAPER
Category: Medical Electronics and Bioengineering
Keyword: 
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