| Preface |
| Neural Networks / Part I： |
| Architectures / Section 1： |
| Detection of Rare Events by Neural Networks / Wooyoung Choe ; Okan K. Ersoy ; Minou Bina |
| Modified Learning Vector Quantization Network for Weed Detection Using Multispectral Images / A.E. Haralson ; G.E. Miles |
| A Mutual Information Based Ensemble Method to Estimate Bayes Error / Kagan Tumer ; Kurt Bollacker ; Joydeep Ghosh |
| Mathematical Justification of Multilayer Perceptrons with Long- and Short-Term Memories / James T. Lo |
| Modification on Higher-Order Neural Networks / Zhengquan He ; Yakooh Siyal |
| Determining the Memory Capacity of an Elman Recurrent Neural Network / Kelly Greene ; Kenneth Bauer ; Matthew Kabrisky ; Steven Rogers ; Glenn Wilson |
| Searching for Determinism in Erratic Signals: Fuzzy Time-Based Clustering of Delay Vectors / Charles Tolle ; Robert Gundersen |
| A Biologically Motivated Modification to Three-Neuron Controllers / John R. Alexander Jr. ; James W. Smith |
| Indextron / Alexei Mikhailov |
| Larger Bases and Mixed Analog/Digital Neural Nets / Valeriu Beiu |
| Integrating Fcedforward and Feedback Neural Networks for Optimisation / Kate Smith ; Jatinder Gupta |
| Incremental Evolution by Logistic Chaos Noise-Application to Navigation Vehicle Problem / Masao Kubo ; Akihiro Yamaguchi ; Sadayoshi Mikami ; Mitsuo Wada |
| A New kind of Feedforward Neural Network with Advanced Learning Property / Jianye Sun |
| Learning Algorithms and Training / Section 2： |
| An Efficient Regularized Stepwise Learning Algorithm for Training Multi-output Orthogonal Functional Basis Neural Network / Philip Chen ; Steven LeClair |
| An Algorithm for Automatically Determining the Number of Clusters / Dax Pitts ; Ravi Kothari ; Marty Visscher |
| Improving Localization in a Mixture of Experts Network / Hrishikesh Shinde ; Ravi Kothar ; Scott Holland |
| On the stability of Artificial Neural Networks with circulant interconnecting matrices / Fabrizio Almagno ; Luigi Caputo |
| On Complexity of Algorithms for Neural Network Gap Detection / Mehmed Kantardzic ; Alaaeldin Aly ; Adel Elmaghraby |
| Training Recurrent Neural Networks for Very High Performance with the Extended Kalman Algorithm / Pu Sun ; Kenneth Marko |
| Adding Input Noise to Increase the Generalization of Neural Networks is a Bad Idea / Jurgen Van Gorp ; Johan Schoukens ; Rik Pintelon |
| Autoprogressive Training of Neural Networks in Complex Systems / Jamshid Ghaboussi ; David Pecknold ; Michael Zhang |
| The Errors-In-Variables Cost Function For Learning Neural Networks with Noisy Inputs |
| Confidence-based Q-Routing: An On-line Adaptive Network Routing Algorithm / Shailesh Kumar ; Risto Miikkulainen |
| Neural Network Modeling of an Influent Inflow System / Mohammad Tabrizi |
| Hybrid Distributed Adaptive Neural Router / Chiu-Che Tseng ; Max Garzon |
| Fuzzy Logic / Part II： |
| Fuzzy Neural Networks and Systems / Section 3： |
| Linear Regression Analysis with Fuzzy Numbers / Michael Goebel ; Le Gruenwald ; John Y. Cheung |
| A Linear Regression Model Using Triangular Fuzzy Number Coefficients / Kang Yen ; Gustavo Roig ; Sabyasachi Ghoshray |
| Fuzzy Logical Connectives and Their Bound Using T-Operator / Yew Kok Meng ; Lim Guan Cheng |
| Automatic Target Recognition of FLIR Images Using Neural Network / Roger Xu ; Chiman Kwan ; Len Haynes |
| Fuzzy-Neural Network Models for Supervised Classification / Arun D. Kulkarni |
| Fuzzy System Identification With General Parameter Radial Basis Function Neural Network / Daouren Akhmetov ; Yasuhiko Dote ; Dastan Syzdykov |
| Toward Optimal Fuzzy Associative Systems Using Interactive Self-Organizing Maps and Multi-Layer Feed Forward Principles / Tom Sandidge ; Cihan Dagli |
| Fuzzy Control / Section 4： |
| An Application of Razumikhin Results for Nonlinear Uncertain Delay Difference Fuzzy Control Systems / A.S.C. Sinha ; J. Ramos ; S. Lyshevski |
| Numerical Stability Analysis of a Fuzzy Controller / Neil Petroff ; Kevin Walchko ; Paul Mason ; Kim Reisinger |
| Development of a Generic Hybrid Fuzzy Controller / Kevin J. Walchko ; Neil B. Petroff ; Paul A. C. Mason ; Norman Fitz-Coy |
| Fuzzy Identification of the Inverted Pendulum / Dongming Wang ; Levent Acar |
| Evolutionary Programming / Part III： |
| Using Genetic Algorithms for Setting Parameter Values in Heuristic Search / Bruce L. Golden ; Joshua Pepper ; Thomas Vossen |
| GA-Based Optimal Network Design: A State-of-the-Art Survey / Mitsuo Gen ; Jongryul Kim |
| Analysis of a Simple Particle Swarm Optimization / Ender Ozcan ; Chilukuri Mohan |
| Self-Organization of a Heterogeneous Sensor Network by Genetic Algorithms / Anna L. Buczak ; Vikram Jamalabad |
| Evolutionary Set Matching / German Hernandez ; Giri Narasimhan ; Fernando Nino |
| Comparing Sequential and Distributed Genetic Algorithms: Performance Measures and Results / Rafaela Azinhal ; Fernando Moura-Pires |
| A Study on Reinforcement Module Design of Learning Classifier Systems - An Evolutionary Programming Approach / Takashi Kawakami ; Masahiro Kinoshita ; Yukinori Kakazu |
| Evolving Design Solutions by Transforming the Design Environment / Anne Raich |
| Improving The Efficiency of Vehicle Water-Pump Designs Using Genetic Algorithms / Keith A. Osman ; Anthony M. Higginson ; John Moore |
| A Genetic Algorithm (GA) Based Engine Performance Modeling System / M.H. Wu ; J. B. Liao ; R. W. Baines ; S. Y. Duan |
| Genetic Algorithms for Constructing Feed Forward Multiple Layered Neural Network in a Gentrifugal Pump Condition Monitoring / Kesheng Wang ; Bing Lei |
| Arabic Text Recognition Using Steady State Genetic Algorithm / Abdullah Al-Mutawa |
| Solving Combinatorial Optimization Problems by Chaotic Neural Networks / Terence Kwok ; Lipo Wang |
| Differential-Algebraic Equations in Primal Dual Interior Point Methods for Linear Programming Problems / Theodore Trafalis ; Suat Kasap |
| A Method for Assembly Line Balancing Using Genetic Algorithms / Guohe Xu ; R. Penson ; G. LittleFair ; R. Callan |
| Adapting Flow Shop Scheduling Problems to the Vibrating Potential Method / Ibrahim Kebbe |
| Cell Formation Using Two Neural Networks in Series / Sebastian Lozano ; Fernando Guerrero ; I. Eguia ; D. Canca |
| Solving Block Stacking Problems in Cellular Space / Masaaki Minagawa |
| Packing Polygons Using Artificial Shake Actions / Makoto Arai |
| Competitive Evolutionary Programming for Extraction of Motion Feature / Yuichi Sato ; Hiroshi Yokoi ; Takatumi Mizuno |
| An Evolutionary Optimization Approach for Detecting Structures on Graphs / Roberto Santana ; Eunice Ponce De Leon |
| Data Mining / Part IV： |
| Mining Decision Tables from Data / Wojciech Ziarko |
| Similarity Measures for Multi-valued Attributes for Database Clustering / Tae-wan Ryu ; Christoph Eick |
| Neural Network Analysis for "Data Strip Mining" Problems / Robert Kewley ; Mark Embrechts ; Curt Breneman |
| Computationally Intelligent Data Mining for the Automated Design and Discovery of Novel Pharmaceuticals |
| GRaCCE: A Genetic Environment for Data Mining / Robert Marmelstein ; Gary Lamont |
| Scalable Knowledge Discovery from Oceanographic Data / Bruce Wooley ; Yoginder Dandass ; Susan Bridges ; Julia Hodges ; Anthony Skjellum |
| An Intelligent Search Engine for Finding Graphics Objects / Dan St. Clair ; G Hagedorn ; C.M. Miller ; E. Boyle |
| Prediction of Pitting Corrosion in Aqueous Environments Via Artificial Neural Network Analysis / Jack Leifer ; John Mickalonis |
| A Multisensor, Integrated System for Subsurface Interrogation and Data Fusion / Steven Cave ; Chris Baumgart ; Kim Linder ; Douglas Looney |
| A Multisensor Data Association Routine Using Layered Fuzzy Logic / Stephen C. Stubberud ; Kristi Lugo |
| Pattern Recognition / Part V： |
| An Automated, Image Processing System for Concrete Evaluation |
| A Hybrid Approach to Indexing Image Databases / Chaman Sabharwal |
| Texture Segmentation With A Cascade Correlation Neural Network Using Markov Random Fields / Dipankar Dasgupta |
| An Efficient Image Coding Scheme via Tree Structure of Wavelet Coefficients / Jin Wu ; Sing Bow |
| Image Features for Defect Detection - Comparison of One- and Two-Dimensional Wavelet Transforms / Stefan Pittner ; Alimul Hoque ; Sagar Kamarthi |
| A Feature Extraction Toolbox for Pattern Recongition Application / Linda Nelson |
| Range Sensor Calibration Using a Neural Network / George Knopf ; Jonathan Kofman |
| Image Classification for Automatic Target Recognition Using Artificial Neural Networks / Magdi. A. Essawy ; Melike Gurbuz ; Saleh Zein-Sabatto ; M. Bodruzzaman |
| A Modular Neural Network Method for Robust Handwritten Character Recognition / Farooq Azam ; H.F. VanLandingham |
| Standardized Moment Invariants and Their Application in a Neural Network Pattern Recognizer / Gwong Sun ; Jian Guan |
| Fusion of Thermal and Vision Images / M.E. Ulug ; C.L. McCullough |
| Estimation of Capillary Pressure and Relative Permeability Using Artificial Neural Networks / Nelson Jaramillo-Mendez ; Sonia Embid-Droz ; Benito Fernandez-Rodriguez ; Larry W. Lake |
| Adaptive Control / Part VI： |
| Adaptive Control and Synchronization of Chaotic Systems with Time Varying Parameters / Yechiel Crispin |
| Autonomous Acquisition of Adaptive Behavior for a Distributed Floating Robot Based on the AHC Method / Daisuke Iijima ; Wenwei Yu |
| Autonomous Behavior of Block Agents for Block Removal Problem |
| An Adaptive Controller for Heads-up Displays / Christopher C. Smyth |
| Improved Control of Switched Reluctance Motor Using Neural Networks and Fuzzy Logic / Yifun Tang |
| Intelligent Beam Vibration Control Utilizing Smart Materials / Jun-Kyung Song ; Gregory Washington ; Peter Mayhan |
| A Neural Network Controller of Nonholonomic Systems Using a Specialized Training Technique / Lars-Erik Harsson |
| Competitive Social System with Self-Organized Norms of Behavior / Takashi Ishida |
| Color Correction for Printing Devices with the Use of Neural Networks / Ying-Chiuan Lin ; Chun-Shin Lin |
| Two New Methods for the Optimal Control of Nonlinear Systems Using Neural Networks / Haitian Hu |
| Improving the Accuracy of Neural Network Models for Oil Well Cement Bonding / Andrew Sung ; Feng He |
| Non-Linear System Control Using Path Generating Neural Networks / Robert Woodley |
| Higher Order Neural Nets for Task Planning in Decomposed State Spaces / Gursel Serpen ; David Livingston |
| Application of Stacked Generalization to Model Improvement and Error Estimation / Eric Sharkness ; Eric Bartlett |
| Inverted Pendulum Swing-up and Balancing Via Fuzzy Logic Control Using MATLAB and WORKING MODEL / Frank Saporito ; Robert A. McLauchlan ; Rajab Challoo ; S. Iqbal Omar |
| Smart Engineering System Design / Part VII： |
| Biology and Medicine / Section 5： |
| Outcome Prediction for Unipolar Depression / Mark A. Rubin ; Michael A. Cohen ; Joanne S. Luciano ; Jacqueline A. Samson |
| Partitioned RBF Networks for Identification of Biological Taxa: Discrimination of Phytoplankton from Flow Cytometry Data / Colin Morris ; Lynne Boddy |
| Identification of Reactive Signal in Rat Frontal Cortex Based on Cellular Field Model / Takahiro Kawashima ; Jun Hakura ; Masatoshi Takita |
| Air Traffic Controller Functional State Classification Using Neural Networks / Chris A. Russell ; Glenn F. Wilson |
| Effects of Missing Data on Neural Network Identification of Biological Taxa: RBF Network Discrimination of Phytoplankton from Flow Cytometry Data / Malcolm Wilkins |
| Prediction / Section 6： |
| A Discrete Wavelet Analysis of 1-D Climatological Time-Series / Richard Gordon ; Han Chen |
| HETP and Pressure Drop Prediction for Structured Packing Distillation Columns Using a Neural Network Model / Amanda K. Whaley ; Christopher Bode ; R. Bruce Eldridge |
| Comparative Analysis of Regression and Ncural Network Models for Wind Power / Shuhui Li ; Edgar O'Hair ; Michael G. Giesselmann ; Donald C. Wunsch |
| Neural Networks for Prediction Using Legal Insider Stock Trading Data / Alan Safer ; Bogdan Wilamowski ; Richard Anderson-Sprecher |
| Temporal Pattern Identification of Time Series Data Using Pattern Wavelets and Genetic Algorithms / Richard Povinelli ; Xin Feng |
| Predicting Failure Using Online Oil Condition Monitoring / Michelle R. Archuleta ; John P. H. Steele |
| Health Monitoring of Rotating Shaft Systems Using Neural Network / Jun Lang ; Mark Stevenson ; Yanqing Lin |
| Optimised Vehicle Velocity Control and Shift-Point Selection Using Neural Networks / Keith Osman ; Nirmal Bissonauth |
| Wavelet Based Neural Network Speech Recognizers with Applications to Speech Compressors / Jeremy Fox ; James N. Peterson |
| Learning Mappings Between Chinese Isolated Syllables and Syllables in Phrase With BackPropagation NeuralNets / Tingshao Zhu ; Wen Gao ; Charles Ling ; Zhengqi Gao ; Jingtao Li |
| MLP-Based Compensation Technique for Mismatched Classifier Training and Testing Conditions / Edmund Fitzgerald ; Martin Desimio |
| A Fractal Approach to Signal Prediction / Juan Carlos Cordova Zecena ; Edwin Engin Yaz |
| A Ncural Approach to Frcquency Spcctrum Analysis / Raymond Van den Heuvel |
| Investigation of a Noise Cancellation System for Speakerphones / Rebecca Erven ; Jack Gilkerson ; Gary Dempsey |
| Manufacturing Applications / Section 7： |
| Wear Estimation in Micro-End-Milling with Wavelet Transformations and Probabilistic Neural Networks / Ibrahim Tansel ; W.Y. Bao ; T.T. Arkan ; B. Shisler |
| On-Line Reliability Estimation of Individual Components Using Neural Networks and Wavelets / Steve Hiebert ; Ratna Babu Chinnam |
| Wavelet Versus Fourier Preprocessing for Neuro-fuzzy Systems for Fault Diagnosis in Helicopter Gearboxes / S. Diwakar |
| Mapping the Cutting Force to the Hole Quality Using Neural Networks / Behnam Bahr ; Suman Sudhakaran |
| Identification of Cutting Conditions by Using an Analytical Model and Genetic Algorithms for Micro-End-Milling Operations / Berrin Tansel ; R. Shisler ; D. Smith ; J. Murray |
| Collision-Free Robot Path Determination by Rotating Quadtrees in a 2D Workspace / Jean Andrian |
| Enhanced Dimensional Analysis of Semi-Liquid Plastics Using Neural Networks / Thomas Hemminger |
| Process Control of Abrasive Flow Machining Using a Static Neural Network Model / Sarah Lam ; Alice Smith |
| Towards Real-Time Fault Identification in Plasma Etching Using Neural Networks / Benyong Zhang ; Gary S. May |
| Fuzzy Logic Fusion in Uncertain Machining Process Control / Zheng Chen ; Tony Hope ; Hassan Sadek ; Graham Smith |
| Behavioral Modeling of Analog Circuits Using Neural Networks / Brian Sohecks ; Joseph Nevin ; Arthur Helmicki |
| Disassembly-Oriented Product Classification Using Neural Networks / Shivakumar Viswanathan ; Venkat Allada |
| Intelligent Quality Controllers for On-Line Parameter Design / Jie Ding |
| General Engineering Applications / Section 8： |
| Neural Network Based Performance Estimator for High Energy Electron Beam Irradiation Process / I. N. Tansel ; W. Y. Bao |
| Predicting Roughness Progression Models in Flexible Pavements- An Evolutionary Algorithm Approach / Nii Attoh-Okine ; Alexander Appea |
| Identification of Lithofacies Using ART Neural Networks and Group Decision Making / Hsien-Cheng Chang ; Hui-Chuan Chen ; David Kopaska-Merkel |
| Development of an Optimized Multidisciplinary System Design Tool Using Taguchi Techniques and Neural Networks: Part II / Paul P. Lin ; Kenol Jules |
| Fuzzy Control of Flexible Manufacturing Systems / Paolo Dadone ; Hugh VanLandingham |
| An Artificial Neural Network Model in Economic Forecasting: A Study in Thailand's Natural Rubber Industry / Arit Thammano ; Rawin Raviwongse ; Monticha Tanatammatid |
| Smart, Unexpected, and Beautiful: Intelligent Aesthetics + Smart Engineering / Paul Adelson |
| A Review of Knowledge-Based System and Its Application To Facilities Layout Problem / Orhan Turkbey |
| Subject Index |
| Author Index |
図書
