| Preface |
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v | |
| Neural Network and Applications |
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A Performance Assessment of Bayesian Network Models as a Predictor of Breast Cancer Survival. |
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3 | (6) |
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Amy Moore and Albert Hoang |
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Non-Linear Factor Analysis (NLFA) with Feedforward Networks Performs Non-Linear Data Reduction with Extraction of Linear Scores. |
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9 | (8) |
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RBF Neural Networks for Classification Using New Kernel Functions. |
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17 | (6) |
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Hamparsum Bozdogan and Zhengiu Liu |
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Intelligent System Modelling and Simulation using Hybrid Recurrent Networks. |
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23 | (6) |
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D. Al-Dabass, D. Evans and S. Sivayoganathan |
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Fast adaptive control of a complex non-linear system by adalines: motion in a fluid under thruster power. |
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29 | (10) |
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Neurocomputing Based Canadian Weather Analysis. |
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39 | (6) |
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Imran Magsood, Muhammad Riaz Khan and Ajith Abraham |
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Wavelet-Based Neural Net Application for Feature Detection and Classification. |
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45 | (6) |
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Ajay Verma, Akif Ibragimov, Satheesh Ramachandran and Richard Mayer |
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Control and Identification of Non-Linear Systems Affected by Noise Using Wavelet Network. |
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51 | (6) |
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Smriti Srivastava, Madhusudan Singh and M. Hanmandlu |
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Intelligent System Design Using Artificial Neural Networks for Automatic Semantic units Extraction in Medical Literature. |
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57 | (6) |
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A Generalized Cellular Neural Network Architecture for High Storage Capacity Pattern Recognition. |
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63 | (6) |
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Ming-Jung Seow and Vijayan K. Asar |
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Designing a Neural Network via Gradient Flow. |
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69 | (6) |
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Transforming Backpropagation Neural Networks to Decision Trees Using NN-DT Cascade Method. |
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75 | (8) |
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Milan Zorman, Peter Kokol and Bruno Stiglic |
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| Theory and Applications of Fuzzy Systems |
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Real Time Fuzzy Personalized Web Stock Information Agent. |
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83 | (6) |
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Yanfei Wang, Yan-Qing Zhang, Saeid Belkasim and Raj Sunderraman |
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A Practical Fuzzy ISODATA Data Method. |
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89 | (6) |
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Cao Xiedong, Zhao Jinzhou and Huang Guangyan |
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Web-based Learning Evaluation Fuzzy Expert System. |
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95 | (6) |
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Ramdane Issolah and Yan-Qing Zhang |
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Comparison Theorem for Hybrid Fuzzy Differential Equations. |
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101 | (8) |
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Abdelkrim Branla, Negash G. Medhin and M. Sambandham |
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| Global Optimization Algorithms in Practice |
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Forecasting Solar Cycles with GP. |
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109 | (4) |
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Simulated Annealing with Advanced Adaptive Neighborhood. |
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113 | (6) |
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Mitsunori Miki, Tomoyuki Hiroyasu and Keiko Ono |
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Hybrid Genetic Algorithm with Exact Techniques applied to TSP. |
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119 | (6) |
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Carlos Alberto Rossel Jahuira |
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Memetic-Neural Scheduler of Jobs in Identical Parallel Machines. |
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125 | (6) |
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Tatiane R. Bonfim, Akebo Yamakami, Gisele C. Cardoso and Luciano de Moura |
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A Genetic Algorithm Approach to Automated Custom Document Assembly. |
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131 | (6) |
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A Genetic Algorithm for Multiobjective Optimization Problems with Fuzzy Constraints. |
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137 | (6) |
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Luciano de Moura, Akebo Yamakami and Tatiana R. Bonfim |
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MOGADES: Multi-Objective Genetic Algorithm with Distributed Environment Scheme. |
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143 | (6) |
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Jiro Kamiura, Tomoyuki Hiroyasu, Mitsunori Miki and Shinya Watanabe |
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Temperature Parallel Simulated Annealing with Adaptive Neighborhood for Continuous Optimization Problem. |
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149 | (6) |
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Mitsunori Mild, Tomoyuki Hiroyasu, Masayuki Kasai, Keiko Ono and Takeshi Jitta |
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DCMOGADES: Distributed Cooperation model of Multi-Objective Genetic Algorithm with Distributed Scheme. |
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155 | (6) |
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Tamaki Okuda, Tomoyuki Hiroyasu, Mitsunori Mild, Jiro Kamiura and Shinaya Watanabe |
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Genetic Algorithm Based Product Mix and Material Match. |
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161 | (8) |
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Sk Ahad Ali, Robert de Souza and Zahid Hossain |
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| Hybrid Soft Computing |
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Web-based Fuzzy Neural Networks for Stock Prediction. |
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169 | (6) |
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Yu Tang, Fujun Xu, Xuhui Wan and Yan-Qing Zhang |
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A Neuro-Fuzzy System for Ash Property Prediction. |
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175 | (6) |
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Giovanna Castellano, Ciro Castiello, Anna M. Fanelli and Michele Giovannin |
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Performance Analysis of Connectionist Paradigms for Modeling Chaotic Behavior of Stock Indices. |
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181 | (6) |
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Ajith Abraham, Ninan Sajith Philip, Baikunth Nath and P. Saratchandran |
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A Hybrid Fuzzy-Neural Network for Modeling Short-Term Demand Forecasting in Czech Republic. |
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187 | (8) |
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Muhammad Riaz Khan and Ajith Abraham |
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| Intelligent Agents |
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Dynamic Agent Population in Agent Based Distance Vector Routing. |
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195 | (6) |
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Kaizar A. Amin and Armin R. Mikler |
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Mobile Robot Control Using Intelligent Agents. |
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201 | (6) |
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K. Figueiredo, M. Vellasco and M.A. Pacheco |
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Applying the Multi-Agent Paradigm to Reconfigurable Hardware A Sensor Fusion Example. |
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207 | (6) |
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Ilamid Reza Naji, John Weir and B. Earl Wells |
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A Concept-based Model to Facilitate Automated Negotiation in Multi-agent Systems. |
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213 | (8) |
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Simon Fong and Sofia Zhung |
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| Information Analysis, Knowledge Discovery and Data Mining |
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An Expectation Maximization Algorithm Working on Data Summary. |
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221 | (6) |
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Hui Dong Jin, Kwong Sak Leung and Man Leung Wong |
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Unified Descriptive Language for Association Rules in Data Mining. |
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227 | (6) |
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Zahid Hossain and Sk. Ahad Ali |
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HOLMES: A Prototype for the Targeted Search of Information about Hi-Tech Companies. |
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233 | (8) |
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Nicola Capuano, Matteo Gaetal, Fabio Gasparetti and Alessandro Micarelli |
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| Other Intelligent Techniques and Applications |
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An Intelligent Method for Processing String in 3-D Based on its Minimum Energy. |
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241 | (4) |
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Rahmat Budiarto, Abdullah Zawawi Hj Taib, Zaharin Yusoff and Masashi Yamada |
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Nonlinear Credit Assignment for Musical Sequences. |
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245 | (6) |
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Judy A. Franklin and Victoria Manfredi |
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Impromptu: On-Demand Self Servicing Software Framework. |
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251 | (6) |
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Ella Grishikashvili, M. Allen and A. Taleb-Bendiab |
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Multi-Resolution Model Fusion For Corrosion Classification. |
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257 | (6) |
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Satheesh Ramachandran, Ajay Verma and Akif lbragimov |
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Frames in the Human-Operator Behavior Analysis. |
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263 | (4) |
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Distogram: a translation -- and rotation --invariant and scale- covariant signature of a primitive shape. |
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267 | (6) |
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Geehyuk Lee and Misook Sohn |
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| Author Index |
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273 | |
