| Preface |
| Architectures / Part I： |
| Multiple-Labeled Instance Classifier in Functional Genomics / Jack Yang ; Mary Qu Yang ; Okan Ersoy |
| An Analysis of MCMC Sampling Methods for Estimating Weighted Sums in Winnow / Qingping Tao ; Stephen D. Scott |
| The Algorithm of Synthesis of Logically Transparent Multilayer Neural Networks / Valeriy I. Dubrovin ; Sergey A. Subbotin ; Yuriy N. Vnukov |
| Improving Kernel-Based Classifiers by Guided Dynamic Sample Selection / Inma Mora-Jimenez ; Rebeca Garcia-Marciel ; Anibal R. Figueiras-Vidal |
| Parameterization of Scattered Surface Points Using a SOFM / George K. Knopf ; Archana Sangole ; Philip C. Igwe |
| An Adaptive Sampling Scheme for Genetic Algorithms on the Sampled OneMax Problem / Tian-Li Yu ; Ying-Ping Chen ; David E. Goldberg ; Jian-Hung Chen |
| Adaptation of Representation in GP / Cezary Z. Janikow ; Rahul A. Deshpande |
| A Hybrid GA/PSO to Evolve Artificial Recurrent Neural Networks / Matthew L. Settles ; Terence Soule |
| Adaptive Learning Algorithms for Nernst Potential in Nerve Cell Membrane Ion Channels / Vikram Krishnamurthy |
| Non-Linearly Separable Cluster Classification: An Application for a Pulse-Coded CMOS Neuron / Sai Ramesh J. Rao Konduri ; James F. Frenzel |
| Line Detection Using a Biologically-Motivated, Continuous-Time, Feedback System Based on the Visual Cortex: Part I / Robert Woodley ; Levent Acar |
| Line Detection Using a Biologically-Motivated, Continuous-Time, Feedback System Based on the Visual Cortex: Part II |
| The Architecture of a Wisdom Machine (WM) / Syed V. Ahamed ; Victor B. Lawrence |
| More Neuromorphic Artificial Neural Networks for Modeling General Neural Control / John R. Alexander ; Michael Williams |
| Visualizing Speciation in Evolving Neural Networks / Randy L. Ribler ; Christopher R. Jordan |
| Cluster Validity and the Semi-Supervised Classification Problem / Neil Harvey ; Deborah A. Stacey |
| Using a CMAC Neural Network in Noisy Environments / Gary Dempsey ; Manfred Meissner ; Christopher Spevacek |
| A Benchmark for the Rate of Convergence in Neural Network Classification Algorithms / Masoud Ghaffari ; Souma M. Alhaj Ali ; Xiaquan Liao ; Ernest Hall |
| Interactive Evolution for Systematic Exploration of a Parameter Space / Daryl H. Hepting |
| A Visualized Initial Weights Selecting for Multi-Layer Feedforward Networks / YeoChang Yoon |
| Glide Algorithm with Tunneling: A Fast, Reliably-Convergent Algorithm for Neural Network Training / Vitit Kantabutra ; Batsukh Tsendjav ; Elena Zheleva |
| Reconfigurable Computing Architecture based on Cellular Automata with a Fixed Rule / Ios A. Cruz ; Alfonso Avila |
| Classification of QRS Complexes Using a Mixture of Experts / Juan Cardelino ; Nicolas Loeff |
| Synthesis of a Complex Control System on the Basis of Neural Networks / Alexander Kalinin ; Eugene Soldatov ; Symon Podvalny |
| On Virtues and Vices of Second-Order Measures of Quality for Binary Classification / Fahed Abdallah ; Cedric Richard ; Regis Lengelle |
| Granular Sets and Granular Relations for Algebraic Knowledge Management / Antoni Ligeza |
| Distributed Evolutionary Programming Formulation of Support Vector Machines (SVMS) for Detecting and Classifying Organophosphate Nerve Agents / Walker H. Land, Jr. ; Omowunmi Sadik ; Mark J. Embrechts ; Lut Wong ; Adam Wanekaya ; Michiko Uematsu |
| Robust Support Vector Regression and Applications / Theodore B. Trafalis ; Samir A. Alwazzi |
| Exploiting Mobile Multi-Agent Systems for Multiclass Proximal Support Vector Classification / Vivek Menon ; Shyam Diwakar M. |
| Self Organizing Map and Linear Support Vector Machine Decision Tree with Optimized Class Separability / Mehmet Izzet Saglam ; Bingul Yazgan |
| Evolutionary Programming / Part II： |
| Evolutionary Platform for Agent Learning / Anna L. Buczak ; David G. Cooper ; Martin O. Hofmann |
| Incremental Broadcasting as a Strategy for Multi Agent Communication / Iren Valova ; Natacha Gueorguieva ; Valentin Zacharias |
| Group Formation of Emotion Agents / Keitaro Naruse ; Masahiro Kinoshita ; Hiroshi Yokoi ; Yukinori Kakazu |
| The Effect of Irrelevant Features on AIRS, an Artificial Immune-Based Classifier / Lois Boggess ; Janna Shaffer Hamaker |
| Parallelizing an Immune-Inspired Algorithm for Efficient Pattern Recognition / Andrew Watkins ; Xintong Bi ; Amit Phadke |
| Emergent Shortest Paths / Chris Coulston ; Lee A. Mitchell |
| Follow the Leader Motion Strategy in Double-Octahedral Parallel Trusses / Ira Dunn ; Cihan Dagli |
| The Role of Hypothesis Filtering in AIRS, an Artificial Immune Classifier / Donald E. Goodman, Jr. ; Lois C. Boggess |
| A Novel Genetic Algorithm with King Strategy / Hui Wang ; Hongan Wang |
| Multiprocessor Scheduling Algorithms Based on Cellular Automata Training / Franciszek Seredynski ; Pascal Bouvry |
| Rate of Information Transfer in Graph Based Evolutionary Algorithms / Steven M. Corns ; Kenneth M. Bryden ; Daniel A. Ashlock |
| Combinatorial Optimization of Mutual Information Estimates Using Time-Delayed Input Coordinates / P. B. Deignan, Jr. ; G. B. King ; P. H. Meckl |
| L-Grammar Induction Using Genetic Algorithms / David Calvert ; Narendra Pershad |
| Database-Driven Neural Networks and Evolutionary Computation / Brian Blaha ; Don Wunsch |
| A Hierarchical Genetic Algorithm Approach for Modular Neural Networks Evolution / Patricia Melin ; Oscar Castillo |
| Search of Global Optima Evolution Strategies / Fernando M. Orsatti ; Ricardo C. Souza ; Jose R. C. Piqueira ; Agenor T. Fleury |
| Visualizing Information Flow in Evolving Graph-Based Population / Balu Karthikeyan |
| Optimizing Traffic Control Problems with Micro-Genetic Algorithms / Ghassan Abu-Lebdeh ; Yacoub Najjar |
| Solution of a 2-D Inverse Heat Conduction Problem Using Evolutionary Data Segregation Techniques / Peter E. Johnson |
| Evolvable Hardware Applied to Voice Recognition / Suely Cunha Amaro Mantovani ; Jose Raimundo De Oliveira |
| Genetic Algorithm Design Inspired by Organizational Theory: Pilot Study of Dependency Structure Matrix Driven Genetic Algorithm / Ali A. Yassine |
| Genetic Algorithm Based Design and Implementation of Multiplierless Two-Dimensional Image Filters / Douglas J. Lockett ; Christopher D. Roblee ; Michael Rudko |
| A Genetic Algorithm Search for Improved Halftone Masks / Peter G. Anderson ; Jonathan S. Arney ; Samuel A. Inverso ; Daniel R. Kunkle ; Timothy M. Lebo ; Chadd Merrigan |
| A Tabu Search Based Approach to Robust State Estimation in Radial Power Distribution Systems / Noriyuki Kosemura ; Hiroyuki Mori |
| A Proposal and Evaluation of a Parallelized Immune Co-Evolutionary Algorithm for Division-of-Labor Problems / Naruaki Toma ; Satoshi Endo ; Koji Yamada |
| Triangular Permutation Scan Algorithm for Robot Tour Problem / K. Jaya Sankar ; V. M. Pandharipande ; P. S. Moharir |
| Chemical Reaction Model for Probabilistic and Evolutionary Computation / V.K. Murthy |
| Using the Evolution Strategies' Self-Adaptation Mechanism and Tournament Selection for Global Optimization / Efren Mezura-Montes ; Carlos A. Coello Coello |
| On the Expected Convergence Time of a Genetic Algorithm with Minimum Parameters / Margarita Reyes-Sierra |
| Planned Tournament Selection / Douglas S. McCorkle |
| Optimizing Genetic Algorithms to Train Fully Connected, Fixed Feedforward Neural Networks / Gary Milano ; Kevin Bowen |
| A Study About Automatic Design of Intersection Model Using Cellular Automata / Nobuto Iji ; Yuhei Akamine |
| Fuzzy Systems / Part III： |
| Possibility Reasoning with Uncertainty / Henry L. Pfister |
| Asymmetric Kernel Fuzzy Cluster Loading / Mika Sato-Ilic |
| Tuning of Fuzzy Inference Systems Through Unconstrained Optimization Techniques / Rogerio A. Flauzino ; Ivan Nunes da Silva ; Jose Alfredo C. Ulson |
| Development of Neurofuzzy Architecture for Solving the N-Queens Problem / Andre Nunes da Souza |
| A New Approach for Fuzzy Inference in Intuitionistic Fuzzy Systems |
| Specifying the Subjective: Fuzzy Evaluation of System Features / Goran Trajkovski ; Darush Davani |
| A Fuzzy Finite-State Automation Definition that Unifies a Number of other Popular Computational Paradigms / Mansoor Doostfatemeh ; Stefan C. Kremer |
| A Hardware Model For Fuzzy Temporal Knowledge Representation / Kresimir Mihic |
| Fuzzy Correlation Coefficient Approximate Estimation / Yongshen Ni ; John Y. Cheung |
| Mining the World Bank Data: The Fuzzy c-Means Clustering Approach / Iveta Mrazova ; Cihan H. Dagli |
| Dynamic Neuro-Fuzzy System for Prognosis in Rehabilitation / Yu Wang ; Jack M. Winters |
| Framework of a Fuzzy Multiple Criteria Model for Facilities Planning / Vikas Kapoor ; Shyam S. Tak |
| Intelligent Control of Nonlinear Dynamic System Using Immune Fuzzy Fusion / Dong Hwa Kim ; Won Pyo Hong |
| An Algorithm for Fractal Image Compression Using Fuzzy Logic / Tanasanee Phienthrakul ; Rawin Raviwongse |
| Application of Fuzzy Adaptive Networks in Manufacturing: Prediction of Material Removal Rate in Rotary Ultrasonic Machining / Yue Jiao ; Ping Hu ; Z. J. Pei ; Shuting Lei ; E. Stanley Lee |
| One Possible Membership Function Construction Model |
| Adaptive Control / Part IV： |
| Approximate Input/State Feedback Linearization for Multivariable Nonlinear Systems / Kou Yamada ; Kouji Nitta ; Atsuyuki Yuzawa |
| Dynamic Simulation of Computed-Torque Controllers for a Wheeled Mobile Robot Autonomous Navigation in Outdoor Environments / Ernest L. Hall |
| Evolutionary Acquisition of Behavior Using Robot Model Based on Spring-Mass System / Kazutoshi Uehara |
| Creative Control for Intelligent Autonomous Mobile Robots / Xiaoqun Liao |
| Modal Analysis and Active Vibration Control of a Multi-Degree-Of-Freedom Structure / Ranjeet Agarwala ; Robert A. McLauchlan ; Selahattin Ozcelik ; Mohammed Faruqi |
| Nonlinear Faults Isolation and Multivariate Process Monitoring - Based on Neural Networks Method / Feng Zhang |
| The Parametrization of all Stabilizing Controllers for Time-Delay Systems / Tooru Arakawa ; N. Matsushima ; Keiji Satoh |
| A Design Method for Robust Repetitive Control Systems |
| A Neural Control Method for Impedance Matching of Antenna Systems / Thomas L. Hemminger |
| Artificial Intelligence for the Control of Underwater Vehicles / Pepijn W. J. Van de Ven ; Colin Flanagan ; Daniel Toal |
| Fuzzy-Neuro System for Bridge Health Monitoring / Lakshmanan Meyyappan |
| A Design Method for PI Control for Minimum Phase Systems / Takayuki Moki |
| Pattern Recognition / Part V： |
| Modeling Foveal Human Image Processing for Enhanced Contrast and Edge Detection of Images Used in Artificial Vision Systems / Pramod K. Varma ; David Enke ; Daniel St. Clair |
| Robust Facial Expression Recognition System with Face Detection Using Convolutional Neural Networks / Katsuhiko Mori ; Yuji Kaneda ; Yusuke Mitarai ; Masakazu Matsugu |
| Hierarchical Search and Browsing of Face Image Databases / Duo Xu ; Ming Dong ; Farshad Fotouhi ; Loren Schwiebert |
| A Novel Multi-Point Luminescent Coated Ultra Violet Fibre Sensor Utilising Pattern Recognition / Colin Fitzpatrick ; William B. Lyons ; Elfed Lewis |
| Goal Directed Visual Search Based On Color Cues: Co-operative Effects of Top-Down & Bottom-Up Visual Attention / Roger S. Gaborski ; Vishal S. Vaingankar ; Roxanne Canosa |
| An Investigation of the Effects of Correlation in Classifier Fusion / Susan A. Storm ; Mark E. Oxley ; Kenneth W. Bauer, Jr. |
| Image Reconstruction From Part of Subband Images / Xiao Zhou ; Yinglin Yu |
| A Statistical Neural Network Model for Object Detection / Ming-Jung Seow ; Vijayan K. Asari |
| Shape Morphing Using Spherical SOFMs |
| Signature Recognition and Verification with ANN Using Moment Invariant Method / Cemil Oz ; Fikret Ercal |
| Recognition of the Outlines of an Image by Using ANN / Wafi El-Chaar ; Chaiban Nasr ; Denis Hamad Ulco |
| Local Feedback in the Evolution of Complementary Feature Subsets / Dale R. Courte ; Mateen M. Rizki ; Louis A. Tamburino |
| Pattern Matching in Collections of Java Bytecode: Maximising Reuse Potential / Angus MacLean ; John A.W. McCall ; Deryck F. Brown |
| Radiographic Image Estimation for Two Material Assemblies by Using Neural Networks / N. S. Reen ; I. N. Tansel ; P. Chen ; C. V. Kropas-Hughes |
| Prediction / Part VI： |
| Tornado Detection With Kernel-Based Methods / Michael B. Richman |
| Spatial Characterization of Rainfall Patterns for Use in a Classification System / Michael E. Baldwin ; S. Lakshmivarahan |
| Neural Network and Statistics-Based Systems for Predictions in Coastal Studies / Alexey L. Sadovski ; Philippe Tissot ; Carl W. Steidley ; Gary Jeffress |
| Lidar Detection of Underwater Objects Using Neural Networks with Linear Prediction and Fourier Transform for Feature Extraction / Vikramjit Mitra ; Chia-Jiu Wang ; Satarupa Banerjee |
| Inflow Forecasting of the Dam by the Neural Network / Eiji Seno ; Masanori Izumida ; Kenji Murakami ; Susumu Matsumoto |
| A Temporal Pattern Approach for Predicting Weekly Financial Time Series / David H. Diggs ; Richard J. Povinelli |
| New Methods to Optimize Stock Price Prediction With Neural Networks / Hua Jiang |
| A Practical Artificial Intelligence-Based Predictor for Real Time Stock Index Forecasting Problem / Hailin Li |
| A Hybrid Option Pricing Model Using a Neural Network for Forecasting Volatility / Sunisa Amornwattana |
| New Methods to Test Elastic Market Efficiency Theory With Neural Network |
| Short Term Forecasting with Support Vector Machines and Application to Stock Price Prediction / Huseyin Ince |
| Short-term Stock Forecasting Based on a Neural Network Model Incorporating Fuzzy Logic and Fibonacci Ratios / Gary R. Weckman ; Sriram Lakshminarayanan |
| Forecasting Fatigue Allowances Using Neural Networks / Kambiz Farahmand |
| Predicting Strength of High Performance Concrete Using Artificial Neural Network / Bhavesh Patel |
| Data Mining and Decision Support Systems / Part VII： |
| Dynamic Determinants for Decision-Making in Smart Engineering Systems / Thomas Kokumo Yesufu ; Olufemi Adedotun Yesufu |
| Generic Bi-Layered Net Model of Conservation and Information Processes / Bela Csukas ; Gyongyi Bankuti |
| Knowledge-Based Smart Protocol for Biometric Authentication |
| A Data Reduction Technique for Web Mining Applications / Latronia D. Lovell ; Hui-Chuan Chen |
| Discrete-Event Simulation Models with JAVA/JDBC/RMI |
| Multi-Attribute Learning Mechanism for Customer Satisfaction Assessment / Akiya Inoue ; Ken Nishimatsu ; Shoko Takahashi |
| Neural Networks in Embedded Linux / Xing Liu |
| Web Structure Reorganization for Adaptive Navigation through Conceptual Clustering / Sang C. Suh ; Sam I. Saffer ; Van N. Kincaid ; Bin Yu |
| Smart Engineering Systems / Part VIII： |
| An Application of Clustering and Cluster Validity Measures to Epidemiology Data / Deborah Stacey ; Zeyad Azem ; Shannon Majowicz |
| Detection of Multiple Sclerosis Using Neural Network Ensembles / Greg Eastman ; Daniel C. St. Clair |
| Approximate Reasoning in Traditional Chinese Medical Diagnosis and Treatment for the Abnormal Rhythm of Heart-Beats / Lunci Yuan ; Chu Feng |
| Experiments Using an Adaptive Network-Based Fuzzy Inference System (ANFIS) for the Diagnosis of Breast Cancer / Harold W. Lewis, III ; Elizabeth A. Verheggen |
| An Integrated Simulated Annealing/Genetic Algorithm Approach to Synthesis of Digital Circuits / Gary Grewal ; Michael O'Cleirigh |
| Improved Network Design When Considering s-t Reliability using an Exact Reliability Block Diagram / Mehmet Sahinoglu ; Alice Smith ; Berna Dengiz |
| Strategic Product Planning Using Neural Networks / Dhananjay Trichinapally ; Aravind Sankaran ; Venkat Allada |
| Receiver Operating Characteristic Curves and Classifier Fusion / Justin M. Hill ; Kenneth W. Bauer |
| On-Line Prediction of Stochastic Systems / M.A. Fkirin |
| Development of Autonomous Snowplow / Tetsushi Sato ; Tsutomu Makino |
| Modeling the Time-Dependent Roughness Performance of Kansas PCC Pavements / Victoria Felker |
| Multi-Objective Genetic Algorithms for Sensor Layout Optimization in Structural Damage Detection / Anne M. Raich ; Tamas R. Liszkai |
| Simulating the 3D Stress-Strain Behavior of Sandy Soils / Yacoub M. Najjar |
| Sensitivity Analysis of Knowledge Discovery for Fatal Car Accidents / Wan Huang ; David Cordes |
| A Method for Obtaining Robust Modulation Templates for Laser Printers / Akaraphunt Vongunghae ; Richard B. Wells |
| A Max-Plus, Dioid Based Neural Network for Discrete Event System Modeling / Jeff Dalton ; Matt Insall ; Donald Wunsch |
| A Decision Tree Approach for Subcircuit Extraction Problem / Nian Zhang ; Donald C. Wunsch II |
| Intelligent Condition-Based Maintenance of Reactive Ion Etching Process / N. I. Shaikh ; V. V. Prabhu |
| Monitoring Single Force Versus Resultant Force When a Genetic Tool Monitor is Used / W. Y. Bao ; D. Rincon |
| Thermal Agents: Learning Thermal Profiles for Rapid Design |
| A Method for Assessing Quality of Food Products Based on Optical Spectra Using Intelligent Pattern Recognition in a Full Scale Production Environment / M. O'Farrell ; E. Lewis ; C. Flanagan ; W. B. Lyons ; N. Jackman |
| Waveform Recognition of Back-Electro Motive Force for Real-Time Embedded System Applications Using Support Vector Machines / Jeff Stewart |
| View-Based Object Recognition Guided by Intelligent Visual Exploration / Qiang Lu ; Peter D. Scott |
| Intelligent Music Classification with Support Vector Machines / Chris Felton |
| Intelligent Two-Sided Voice Communication System Between the Machining System and the Operator / Wojciech Kacalak ; Maciej Majewski |
| Interpreting Complex Data from a Dual Element Multipoint Optical Fibre Sensor System for Use In Process Water Systems / D. King |
| Smart Vehicle Categorization Techniques / Carlos Sun |
| Quantitative Analysis of Relation Between Subjective Impressions and Characteristics of Arm Motion in Free-Style Dance / Shihoko Kamisato ; Satoru Odo ; Kiyoshi Hoshino |
| Approximating Economic Data Sets from Their Under-Sampled Weyl-Heisenberg Expansions / Anthony Joseph ; Ahmad Alnimrat |
| Monitoring the Ozone Hole Using Neural Networks and the Mixture-of-Experts Model / Diego G. Loyola R. |
| Kernel PLS Feature Selection with Sensitivity Analysis for In-Silico Drug Design / Fabio A. Arciniegas ; Muhsin Ozdemir ; Curt M. Breneman ; Kristin P. Bennett |
| A New Informatics Method for Measuring Synonymous Codon Usage Bias / Xiufeng Wan ; Dong Xu ; Jizhong Zhou |
| The Direct-Kernel Self-Organizing Map (DK-SOM) / R. Bress ; T. Naenna |
| Design and Analysis of Sequential Function Charts Using Sensor-Based Stage Petri Nets / ShihSen Peng |
| Subject Index |
| Author Index |
図書
