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| Table of contents Part I. Neural Networks 1. ADFUNN: An Adaptive Function Neural Network Dominic Palmer-Brown, Miao Kang 2. Certain comments on data preparation for neural networks based modelling Bartlomiej Beliczynski 3. A simple method for selection of inputs and structure of feedforward neural networks H. Saxén, F. Pettersson 4. The Concept and Properties of Sigma-if Neural Network M. Huk, H. Kwasnicka 5. Beta wavelet networks for function approximation Wajdi Bellil, Chokri Ben Amar, Adel M. Alimi 6. Speeding up backpropagation with Multiplicative Batch Update Step Pedro Cruz 7. Generating Sequential Triangle Strips by Using Hopfield Nets Ji?í Šíma 8. The Linear Approximation Method to the Modified Hopfield Neural Network Parameters Analysis S. I. Bauk, S. M. Perovich, A. Lompar 9. The Analytical Analysis of Hopfield Neuron Parameters by the Application of Special Trans Function Theory S. M. Perovich, S. I. Bauk, N. Konjevic 10. Time-Oriented Hierarchical Method for Computation of Minor Components M. Jankovic, H. Ogawa 11. Evolution versus Learning in Temporal Neural Networks Hédi Soula, Guillaume Beslon, Joël Favrel 12. Minimization of empirical error over perceptron networks V?ra K?rková 13. Interval Basis Neural Networks A. Horzyk 14. Learning from Randomly-Distributed Inaccurate Measurements John Eidson, Bruce Hamilton, Valery Kanevsky 15. Combining Topological and Cardinal Directional Relation Information in Qualitative Spatial Reasoning Haibin Sun, Wenhui Li 16. An Evidence Theoretic Ensemble Design Technique H. Altinçay 17. Cortical Modulation of Synaptic Efficacies through Norepinephrine O. Hoshino 18. Associative Memories with Small World Connectivity Neil Davey, Lee Calcraft, Bruce Christianson, Rod Adams 19. A Memory-Based Reinforcement Learning Model Utilizing Macro-Actions Makoto Murata, Seiichi Ozawa 20. A Biologically Motivated Classifier that Preserves Implicit Relationship Information in Layered Networks Charles C. Peck, James Kozloski, Guillermo A. Cecchi, A. Ravishankar Rao 21. Large Scale Hetero-Associative Networks with Very High Classification Ability and Attractor Discrimination Consisting of Cumulative-Learned 3-Layer Neural Networks Yohtaro Yatsuzuka, Yo Ho 22. Crack width prediction of RC structures by Artificial Neural Networks Carlos Avila, Yukikazu Tsuji, Yoichi Shiraishi 23. A neural network system for modelling of coagulant dosage used in drinking water treatment B. Lamrini, A. Benhammou, A. Karama, M-V. Lann 24. ANN modeling applied to NO Mats Rönnholm, Kalle Arve, Kari Eränen, Fredrik Klingstedt, Tapio Salmi, Henrik Saxén 25. A method for detecting cause-effects in data from complex processes M. Helle, H. Saxén 26. Predictive data mining on rubber compound database M. Trebar, U. Lotri? 27. Applying Neural Network to Inverse Kinematic Problem for 6R Robot Manipulator with Offset Wrist Z. Bingul, H. M. Ertunc, C. Oysu 28. Local Cluster Neural Network Chip for Control Liang Zhang, Joaquin Sitte, Ulrich Rueckert 29. A Switching Controller for Nonlinear Systems via Fuzzy Models M. Boumehraz, K. Benmahammed 30. Competitive Decentralized Autonomous Neural Net Controllers Takehiro Ohba, Masaru Ishida 31. Improved hierarchical fuzzy control scheme Taher M. Jelleli, Adel M. Alimi 32. On-line Inference of Finite Automata in Noisy Environments Ivan Gabrijel, Andrej Dobnikar 33. Improved Clustering by Rotation of Cluster Centres D. W. Pearson, M. Batton-Hubert 34. Hierarchical Growing Neural Gas K.A.J. Doherty, R.G. Adams, N. Davey 35. A Clustering Algorithm using Cellular Learning Automata based Evolutionary Algorithm R. Rastegar, M. Rahmati, M. R. Meybodi 36. Estimating the number of clusters from distributional results of partitioning a given data set U. Möller 37. AUDyC Neural Network using a new Gaussian Densities Merge Mechanism Habiboulaye Amadou Boubacar, Stéphane Lecoeuche, Salah Maouche 38. The Growing Hierarchical Self-Organizing Feature Maps And Genetic Algorithms for Large Scale Power System Security M. Boudour, A. Hellal 39. 3D Self-organizing Convex Neural Network Architectures F. Boudjemaï, P. Biela Enberg, J. G. Postaire 40. Novel Learning Algorithm Aiming at Generating a Unique Units Distribution in Standard SOM Kirmene Marzouki, Takeshi Yamakawa 41. SOM-Based Estimation of Meteorological Profiles T. Tambouratzis 42. An Efficient Heuristic for the Traveling Salesman Problem Based on a Growing SOM-like Algorithm Cristina García, José Alí Moreno Part II. Evolutionary Computation 43. Evolutionary Design and Evaluation of Modeling System for Forecasting Urban Airborne Maximum Pollutant Concentrations H. Niska, T. Hiltunen, A. Karppinen, M. Kolehmainen 44. Evolving Evolvability: Evolving both representations and operators Grant W. Braught 45. A Multi-Objective Evolutionary Algorithm for Solving Traveling Salesman Problems: Application to the Design of Polymer Extruders A. Gaspar-Cunha 46. The Mario Köppen, Raul Vicente-Garcia, Bertram Nickolay 47. Implementation and Experimental Validation of the Population Learning Algorithm Applied to Solving QAP Instances J. Jedrzejowicz, P. Jedrzejowicz 48. Estimating the distribution in an EDA S. Shakya, J. McCall, D. F. Brown 49. Modelling Chlorine Decay in Water Networks with Genetic Programming Philip Jonkergouw, Ed Keedwell, Soon-Thiam Khu 50. Evolving Blackjack Strategies Using Cultural Learning Dara Curran, Colm O’Riordan 51. Two-Criterion Optimization in State Assignment for Synchronous Finite State Machines using NSGA-II Nitin Gupta, Vivek Kumar Agrawal 52. Offspring Selection: A New Self-Adaptive Selection Scheme for Genetic Algorithms M. Affenzeller, S. Wagner 53. Using Genetic Algorithms with Real-coded Binary Representation for Solving Non-stationary Problems Kubalík Ji?í 54. Dynamics in Proportionate Selection. Abhishek Agrawal, Ian Mitchell, Peter Passmore, Ivan Litovski 55. Generating grammatical plant models with genetic algorithms Luis E. Costa, Jacques-André Landry 56. Golomb Rulers: Experiments with Marks Representation Jorge Tavares, Francisco B. Pereira, Ernesto Costa 57. Evolving Segments Length in Golomb Rulers Jorge Tavares, Tiago Leitão, Francisco B. Pereira, Ernesto Costa 58. Resource-Limited Genetic Programming: Replacing Tree Depth Limits Sara Silva, Pedro J.N. Silva, Ernesto Costa 59. Treating Some Constraints as Hard Speeds up the ESG Local Search Algorithm Y. kilani, A. MohdZin 60. Applications of PSO Algorithm and OIF Elman Neural Network to Assessment and Forecasting for Atmospheric Quality L.M. Wang, X.H. Shi, M. Li, G.J. Chen, H.W. Ge, H.P. Lee, Y.C. Liang 61. A hybrid particle swarm optimization model for the traveling salesman problem Thiago R. Machado, Heitor S. Lopes 62. Perceptive Particle Swarm Optimisation Boonserm Kaewkamnerdpong, Peter J. Bentley 63. Wasp swarm optimization of logistic systems Pedro Pinto, Thomas A. Runkler, João M. Sousa 64. A Parallel Vector-Based Particle Swarm Optimizer I. L Schoeman, A. P. Engelbrecht 65. Numerical Simulations of a Possible Hypercomputational Quantum Algorithm Andrés Sicard, Juan Ospina, Mario Vélez 66. Simulated Fault Injection in Quantum Circuits with the Bubble Bit Technique M. Udrescu, L. Prodan, M. Vl?adu?iu 67. Redundant Quantum Arithmetic António Pereira, Rosália Rodrigues 68. A Special Class of Additive Cyclic Codes for DNA Computing Taher Abualrub, Ali Ghrayeb, Xiang Nian Zeng Part III. Adaptive and Natural Computing 69. Evolutionary Algorithms for Static and Dynamic Optimization of Fed-batch Fermentation Processes Miguel Rocha, José Neves, Ana C.A. Veloso, Eugénio C. Ferreira, Isabel Rocha 70. Benchmark testing of simulated annealing, adaptive random search and genetic algorithms for the global optimization of bioprocesses R. Oliveira, R. Salcedo 71. Dynamic modelling and optimisation of a mammalian cells process using hybrid grey-box systems A. Teixeira, A. Cunha, J. Clemente, P.M. Alves, M. J. T Carrondo, R. Oliveira 72. Adaptive DO-based control of substrate feeding in high cell density cultures operated under oxygen transfer limitation R. Oliveira, A. Cunha, J. Clemente, M. J. T. Carrondo 73. Evolutionary Design of Neural Networks for Classification and Regression Miguel Rocha, Paulo Cortez, José Neves 74. Pelican — Protein-structure Alignment using Cellular Automaton models Deepak K Gangadhar 75. An Efficient Algorithm for S. Brunetti, D. Dutta, S. Liberatori, E. Mori, D. Varrazzo 76. Emergent Behavior of Interacting Groups of Communicative Agents Alexander Bisler 77. Integrating binding site predictions using meta classification methods Y. Sun, M. Robinson, R. Adams, A. G. Rust, P. Kaye, N. Davey 78. Reverse engineering gene networks with artificial neural networks A. Krishna, A. Narayanan, E.C. Keedwell 79. A Meta-Level Architecture for Adaptive Applications Fabrício J. Barth, Edson S. Gomi 80. Adaptive Finite State Automata and Genetic Algorithms: Merging Individual Adaptation and Population Evolution H. Pistori, P. S. Martins, A. A. Castro 81. Modeling a tool for the generation of programming environments for adaptive formalisms A.R. Camolesi 82. Adaptive Decision Tables A Case Study of their Application to Decision-Taking Problems T. C. Pedrazzi, A. H. Tchemra, R. L. A. Rocha 83. Robotic mapping and navigation in unknown environments using adaptive automata Miguel Angelo de Abreu Sousa, André Riyuiti Hirakawa 84. An Adaptive Framework for the Design of Software Specification Languages João J. Neto, Paulo S. Muniz Silva 85. Swarm Intelligence Clustering Algorithm based on Attractor Qingyong Li, Zhiping Shi, Zhongzhi Shi 86. Ant-based distributed optimization for supply chain management Carlos. A. Silva, J. M. Sousa, T. Runkler, J.M.G Sá Costa 87. Comparison of nature inspired and deterministic scheduling heuristics considering optimal schedules Udo Hönig, Wolfram Schiffmann 88. An External Memory Supported ACO for the Frequency Assignment Problem Adnan Acan, Akin Günay Part IV. Soft Computing Applications 89. Neural Networks for Extraction of Fuzzy Logic Rules with Application to EEG Data Martin Hole?a 90. A New Neuro-Based Method for Short Term Load Forecasting of Iran National Power System R. Barzamini, M. B. Menhaj, Sh. Kamalvand, M. A. Fasihi 91. Approximating the Algebraic Solution of System of Interval Linear Equations with Use of Neural Networks Nguyen Hoang Viet, Micha? Kleiber 92. Comparing Diversity and Training Accuracy in Classifier Selection for Plurality Voting Based Fusion H. Altinçay 93. Visualization of Meta-Reasoning in Multi-Agent Systems D. ?eho?, J. Toži?ka, P. Slavík 94. Intelligent Agent-Inspired Genetic Algorithm C. G. Wu, Y.C. Liang, H.P. Lee, C. Lu 95. Combining Lazy Learning, Racing and Subsampling for Effective Feature Selection Gianluca Bontempi, Mauro Birattari, Patrick E. Meyer 96. Personalized News Access D. G. Kaklamanos, K. G. Margaritis 97. A More Accurate Text Classifier for Positive and Unlabeled data Rur Ming Xin, Wan li Zuo 98. Efficiency Aspects of Neural Network Architecture Evolution Using Direct and Indirect Encoding H. Kwasnicka, M. Paradowski 99. Genetic Algorithm Optimization of an Artificial Neural Network for Financial Applications Serge Hayward 100. A Method to Improve Generalization of Neural Networks: Application to the Problem of Bankruptcy Prediction Armando Vieira, João C. Neves, Bernardete Ribeiro 101. An Adaptive Neural System for Financial Time Series Tracking A. C. H. Dantas, J. M. Seixas 102. Probabilistic Artificial Neural Networks for Malignant Melanoma Prognosis R. Joshi, C. Reeves, C. Johnston 103. Boosting Kernel Discriminant Analysis with Adaptive Kernel Selection Shinji Kita, Satoshi Maekawa, Seiichi Ozawa, Shigeo Abe 104. Product Kernel Regularization Networks Kudová Petra, Šámalová Terezie 105. Statistical Correlations and Machine Learning for Steganalysis Qingzhong Liu, Andrew H. Sung, Bernardete M. Ribeiro 106. The Use of Multi-Criteria in Feature Selection to Enhance Text Categorization Son Doan, Susumu Horiguchi 107. Text Classification from Partially Labeled Distributed Data Catarina Silva, Bemardete Ribeiro 108. Recovering the Cyclic-Code of Generated Polynomial by Using Evolutionary Computation Kangshun Li, Yuanxiang Li, Haifang Mo 109. Intrusion Detection System Based on a Cooperative Topology Preserving Method Emilio Corchado, Álvaro Herrero, Bruno Baruque, José Manuel Sáiz 110. Model Selection for Kernel Based Intrusion Detection Systems Srinvas Mukkamala, A. H. Sung, B. M. Ribeiro 111. A Comparison of Three Genetic Algorithms for Locking-Cache Contents Selection in Real-Time Systems E. Tamura, J.V. Busquets-Mataix, J. J. Serrano Martín, A. Martín Campoy 112. A Binary Digital Watermarking Scheme Based On The Orthogonal Vector And ICA-SCS Denoising Han dongfeng, Li wenhui Part V. Computer Vision and Pattern Recognition 113. Simulating binocular eye movements based on 3-D short-term memory image in reading Satoru Morita 114. An Algorithm For Face Pose Adjustment Based On Gray-scale Static Image Wenming Cao, Shoujue Wang 115. Learning Image Filtering from a Gold Sample Based on Genetic Optimization of Morphological Processing S. Rahnamayan, H.R. Tizhoosh, M.M.A. Salama 116. Associative Memories and Diagnostic Classification of EMG Signals C. Shirota, M. Y. Barretto, C. Itiki 117. Discretization of Series of Communication Signals in Noisy Environment by Reinforcement Learning Katsunari Shibata 118. The Research of Speaker-Independent Continuous Mandarin Digits Speech- Recognition Based on the Dynamic Search Method of High-Dimension Space Vertex Cover Wenming Cao, Xiaoxia Pan, Shoujue Wang 119. A Connectionist Model of Finding Partial Groups in Music Recordings with Application to Music Transcription Matija Marolt 120. Adaptive ICA Algorithm Based on Asymmetric Generalized Gaussian Density Model Fasong Wang, Hongwei Li Part VI. Hybrid Methods and Tools 121. Toward an On-Line Handwriting Recognition System Based on Visual Coding and Genetic Algorithm M. Kherallah, F. Bouri, A.M. Alimi 122. Multi-objective genetic algorithm applied to the structure selection of RBFNN temperature estimators C. A. Teixeira, W. C. A. Pereira, A. E. Ruano, M. Graça Ruano 123. Assessing the Reliability of Complex Networks through Hybrid Intelligent Systems D.E. D. Torres, C.M. S. Rocco 124. Autonomous Behavior of Computational Agents Roman Vaculín, Roman Neruda 125. Neural Network Generating Hidden Markov Chain J. Koutník, M. Šnorek 126. Datamining in Grid Environment M. Ciglari?, M. Pan?ur, B. Šter, A. Dobnikar 127. Parallel Placement Procedure based on Distributed Genetic Algorithms Masaya Yoshikawa, Takeshi Fujino, Hidekazu Terai 128. Massive parallelization of the compact genetic algorithm Fernando G. Lobo, Cláudio F. Lima, Hugo Mártires 129. Parallel implementations of feed-forward neural network using MPI and C# on .NET platform U. Lotri?, A. Dobnikar 130. HeuristicLab: A Generic and Extensible Optimization Environment S. Wagner, M. Affenzeller 131. The Satellite List C. Osterman, C. Rego, D. Gamboa | ||||||||||||||||||||||
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