Rough-Neuro-Fuzzy Systems for Classification...1
Krzysztof Cpalka, Nowicki Robert and Rutkowski Leszek
Evolutionary Multiobjective Design of Fuzzy Rule-Based Systems...9
Hisao Ishibuchi
Evolutionary Algorithms in the Presence of Noise: To Sample or Not to Sample...17
Hans-Georg Beyer and Bernhard Sendhoff
When the Plus Strategy Outperforms the Comma Strategy---and When Not...25
Jens Jaegerskuepper and Tobias Storch
On the Influence of Phenotype Plasticity on Genotype Diversity...33
Ingo Paenke, Juergen Branke and Yaochu Jin
A Probabilistic Model of MOSAIC...41
Satoshi Osaga, Jun-ichiro Hirayama, Takashi Takenouchi and Shin Ishii
Learning Bayesian Network Structures with Discrete Particle Swarm Optimization Algorithm...47
Heng Xing-Chen, Qin Zheng, Tian Lei and Shao Li-Ping
A Functional-Link-Based Fuzzy Neural Network for Temperature Control...53
Cheng-Hung Chen, Chin-Teng Lin and Cheng-Jian Lin
Granular Computing in Actor-Critic Learning...59
James Peters
Definability of Approximations for a Generalization of the Indiscernibility Relation...65
Jerzy W. Grzymala-Busse and Wojciech Rzasa
Hybrid Optimisation Method Using PGA and SQP Algorithm...73
Brad Skinner, Hung Nguyen and Dikai Liu
Opposition-Based Differential Evolution (ODE) With Variable Jumping Rate...81
Shahryar Rahnamayan, Hamid R. Tizhoosh and Magdy M.A. Salama
Large-scale Sensor Networks as Collective and Frustrated Systems...89
Tatsuto Murayama and Peter Davis
Balancing the stick with fluctuation and delay: Human vs Machine...95
Yukinori Tonosaki, Toru Ohira and Shigeru Tajima
Masatoshi Shiino and Kyoko Doi
Behavioral Partitioning in a Hierarchical Mixture of Experts using K-Best-Experts Algorithm...106
Mahdi Milani Fard and Amir-Hossein Bakhtiary
Why Intervals? Why Fuzzy Numbers? Towards a New Justification...113
Vladik Kreinovich
Fuzzy Partial-Order Relations for Intervals and Interval Weighted Graphs...120
Ping Hu and Chenyi Hu
Task Scheduling on Flow Networks with Temporal Uncertainty...128
Ping Hu, Meaghan Dellar and Chenyi Hu
The Use of Interval Methods in Signal Processing and Control for Systems Biology...136
William Edmonson, Senanu Ocloo, Cranos Williams and Winser Alexander
Performance Optimization of Adaptive Resonance Neural Networks Using Genetic Algorithms...143
Hussein Natsheh and Taisir Eldos
On the BMDGAs and Neural Nets...149
Marco Carpentieri
Gyorgy Cserey and Tamas Roska
Studies on Extremal Optimization and Its Applications in Solving Real World Optimization Problems...162
Yong-Zai Lu, Min-Rong Chen and Yu-Wang Chen
Collective Behaviour of Sparsely Connected Oscillator Network...169
Jon Hatchett and Tatsuya Uezu
Dynamical Singularities in Online Learning of Recurrent Neural Networks...174
Asaki Saito, Makoto Taiji and Takashi Ikegami
Stochastic Model for Adaptation Using Basin Hopping Dynamics...180
Peter Davis
Simulated Annealing with Opposite Neighbors...186
Mario Ventresca and Hamid Tizhoosh
Type-2 Fuzzy Sets for Pattern Classification: A Review...193
Jia Zeng and Zhi-Qiang Liu
Goodness of Fit: Measures for a Fuzzy Classifier...201
Oliver Buchtala and Bernhard Sick
Fuzzy c-Means Classifier with Deterministic Initialization and Missing Value Imputation...214
Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu and Takafumi Yagi
Information-theoretic variable selection in neural networks...222
Ryotaro Kamimura, Fumihiko Yoshida, Yamashita Toshie and Kitajima Ryozo
A Formal System for Lies Based on Speech Acts in Multi-Agent Systems...228
Yu Pan, Cungen Cao and Yuefei Sui
A New Reduction from 3SAT to n-Partite Graphs...235
Daniel Hulme, Robin Hirsch, Bernard Buxton and Beau Lotto
Behavior-Based Autonomous Robot Navigation on Challenging Terrain: A Dual Fuzzy Logic Approach...239
Kiwon Park and Nian Zhang
Faster Evolutionary Algorithms by Superior Graph Representation...245
Benjamin Doerr, Christian Klein and Tobias Storch
Eliminating Positional Dependency in Binary Representation via Redundancy...251
Cheong Chun Yew, Chiam Swee Chiang and Goh Chi Keong
A Genetic Algorithm Based on Stochastic Crossover for DHCP...259
Marco Carpentieri
Search Difficulty of Two-Connected Ring-based Topological Network Designs...267
Beatrice Ombuki-Berman and Mario Ventresca
Dietary and Health Information Logging System for Home Health Care Services...275
Yasushi Nakauchi, Kei Kozakai, Shota Taniguchi and Tsukasa Fukuda
Knowledge acquisition and circulation for childhood injury prevention and safety promotion...281
Koji Kitamura, Yoichi Motomura, Yoshifumi Nishida and Hiroshi Mizoguchi
Model of driver eye motion based on driving plan and prediction of changes in the environment...289
Yuki Togashi, Takashi Omori and Koichiro Yamauchi
Classification of Objects by Means of Features...296
James Peters
Conflict Analysis Based on Discernibility and Indiscernibility...302
Yiyu Yao and Yan Zhao
Requirements Interaction and Conflicts: A Rough Set Approach...308
Sheela Ramanna and Andrzej Skowron
Why Some Representations Are More Cooperative Than Others for Prisoner's Dilemma...314
Wendy Ashlock
Optimal Nesting of Species for Exact Cover of Resources: Two Against One...322
Jeffrey Horn
Attitude Adaptation in Satisficing Games...331
Matthew Nokleby and Wynn Stirling
Genetic Algorithm based bargaining agent for Implementing Dynamic Pricing on Internet...339
Kumar Ujjwal and Jay Aronson
Sound Localization Through Evolutionary Learning Applied to Spiking Neural Networks...350
Thomas Poulsen and Roger Moore
Emergence of Scale-free Spike Flow Graphs in Recurrent Neural Networks...357
Filip Piekniewski and Tomasz Schreiber
A Novel Approach for a Routing Algorithm Based on a Discrete Time Hopfield Neural Network...363
Carmelo Bastos-Filho, Robson Santana and Adriano Oliveira
Interval Type-1 Non-Singleton Type-2 TSK Fuzzy Logic Systems Using the Hybrid Training Method RLS-BP...370
Gerardo Mendez and Maria de los Angeles Hernandez
Cardinality, Fuzziness, Variance and Skewness of Interval Type-2 Fuzzy Sets...375
Dongrui Wu and Jerry Mendel
Almost All Learning Machines are Singular...383
Sumio Watanabe
Modelling a cytokine network...389
Andy Hone and Hugo van den Berg
The Immune System in Pieces: Computational Lessons from Degeneracy in the Immune System...394
Miguel Mendao, Jon Timmis, Paul Andrews and Matthew Davies
Sankalp Balachandran, Dipankar Dasgupta, Fernando Nino and Deon Garrett
On the Convergence of Immune Algorithms (Special session: Foundations of Artificial Immune Systems)...409
Vincenzo Cutello, Giuseppe Nicosia, Pietro Oliveto and Mario Romeo
Waiting time analysis of foreign currency exchange rates : beyond the renewal-reward theorem...416
Naoya Sazuka and Jun-ichi Inoue
Cooperative Behavior Acquisition for Multi-agent Systems by Q-Learning...424
Mengchun Xie and Atsushi Tachibana
Yohei Saika and Jun-ichi Inoue
Analysis of Exchange Ratio for Exchange Monte Carlo Method...434
Kenji Nagata and Sumio Watanabe
Fuzzy Aggregation Techniques in Situations Without Experts: Towards A New Justification...440
Hung Nguyen and Vladik Kreinovich
Aggregation of Standard and Entropy Based Fuzzy c-Means Clustering by a Modified Objective Function...447
Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu and Takao Hattori
Sparsity Promotion Models for the Choquet Integral...454
Andres Mendez-Vazquez and Paul Gader
Recurrent TS Fuzzy Neural Network and Its Application on Controlling Nonlinear Time-Delay Systems...460
Chian-Song Chiu and Tung-Sheng Chiang
An Approach to the Learning Curves of an Incremental Support Vector Machines...466
Takemasa Yamasaki, Kazushi Ikeda and Yoshihiko Nomura
Multiclass classification as a decoding problem...470
Takashi Takenouchi and Shin Ishii
Classifier Discriminant Analysis for Face Verification based on FAR-score normalization...476
Chengbo Wang, Yongping Li, Hongzhou Zhong and Lin Wang
Feature-weighted k-Nearest Neighbor Classifier...481
Diego P. Vivencio, Estevam R. Hruschka Jr., M. do Carmo Nicoletti, Edimilson B. dos Santos and Sebastian D. Galvao
Statistical Cryptography using a Fisher-Schroedinger Model...487
Ravi Venkatesan
An Investigation on the Compression Quality of aiNet...495
Thomas Stibor and Jonathan Timmis
Foundations of Immunocomputing...503
Alexander Tarakanov and Giuseppe Nicosia
Abhishek Jain and Deborah Kaminski
FPGA as aTool for Implementing Non-fixed Structure Fuzzy Logic Controllers...523
Jose Luis Gonzalez, Oscar Castillo and Luis T. Aguilar
Performance of a Simple Tuned Fuzzy Controller and a PID Controller on a DC Motor...531
Oscar Montiel, Roberto Sepulveda, Patricia Melin, Oscar Castillo, Miguel Angel Porta and Iliana Marlen Meza
Fuzzy Clustering and Mapping of Ordinal Values to Numerical...538
Mahnhoon Lee and Roelof K. Brouwer
Likelihood Based Fuzzy Clustering for Data Sets of Mixed Features...544
Mahnhoon Lee and Roelof K. Brouwer
Chun-Hao Chen, Tzung-Pei Hong and Vincent S. Tseng
Scales Behind Computational Intelligence: Exploring Properties of Finite Lattices...556
Radim Belohlavek and Vilem Vychodil
Convergence of Online Gradient Algorithm with Stochastic Inputs for Pi-Sigma Neural Networks...564
Kang Xidai, Xiong Yan, Zhang Chao and Wu Wei
Opposite Transfer Functions and Backpropagation Through Time...570
Mario Ventresca and Hamid Tizhoosh
Combining hard and soft competition in information-theoretic competitive learning...578
Ryotaro Kamimura
Knowledge representation and reasoning in conceptual spaces...583
John T. (Terry) Rickard, Janet Aisbett and Greg Gibbon
Learning the Fuzzy Connectives of a Multilayer Network Using Particle Swarm Optimization...591
Gaurav Parekh and James Keller
Selecting Implications in Fuzy Abductive Problems...597
Adrien Revault d'Allonnes, Herman Akdag and Bernadette Bouchon-Meunier
Rule Selection in Fuzzy Systems using Heuristics and Branch Prediction...603
Keerthi Laal Kala and Srinivas M. B.
Fuzzy Possibility Space and Type-2 Fuzzy Variable...616
Zhi-Qiang Liu and Yan-Kui Liu
Type-2 Fuzzy Sets: Geometric Defuzzification and Type-Reduction...622
Simon Coupland
Forced information and information loss for a student survey...630
Ryotaro Kamimura
A New Development of Self-Organizing Maps Realized through a Marriage with Modular-Networks...637
Tetsuo Furukawa and Tokunaga Kazuhiro
Designing the Reward System: Computational and Biological Principles...645
Kenji Doya
Methodology of Everyday Life Computing and Application to Children Injury Prevention...652
Yoshifumi Nishida, Yoichi Motomura, Koji Kitamura, Tatsuhiro Yamanaka and Hiroshi Mizoguchi