Preface |
Neural Networks / Part 1: |
Symbolic Representation With Hybrid Neural Network-Decision Tree System / Wooyoung Choe ; Okan Ersoy |
Decision Boundary Focused Neural Network Classifier / Shi Zhong ; Joydeep Ghosh |
Modulation Classification by Wavelet Decomposition Entropy Analysis / Dale Shull ; Dan St. Clair |
Generalized Relief Error Networks / Iveta Mrazova |
Evaluating Competing Classifiers Using a Multinomial Selection Procedure / Stephen Alsing ; Kenneth W. Bauer, Jr. ; John Miller |
Meet ANNIE: An Open Systems Android Robot / Paul Frenger |
Dynamically Constructed Memory-Based Learning Structure / Yi-Hsun Cheng ; Chun-Shin Lin |
Conditional Information Control by Distortion Minimization / Ryotaro Kamimura |
Regularization Parameter Estimation Based on BKYY Data Smoothing Theory for Feedforward Networks / Ping Guo ; C.L. Philip Chen |
Reduction of Couplings in Multivariate Function Approximation With Application to CMAC Networks / Eric Barth ; Nader Sadegh |
Derivative Constrained Function Approximation / Farooq Azam ; Paolo Dadone ; Hugh VanLandingham |
Parallelized Growing-Pruning Hyperplan-Based Self-Organising Maps for Function Approximation / William Jacquet ; Christophe Corne ; Julien Gresser ; H. Kihl |
Neural Network Feature Selection Applied to Robot Motion Control / Simone Fiori ; Pietro Burrascano |
The Mutual Information-Radial Basis Function Network / Paul Deignan, Jr. ; Peter Meckl ; George Zhu ; Salim Jaliwala |
Analysis of Adaptive Nonlinear Neural Networks With Delays / A. Sinha ; S. Lyshevski ; M.E. Rizkalla ; M.A. El-Sharkawy |
Generalized Brain-State-in-a-Box Models With a Maximum Number of Fixed Points / Fernanda Botelho |
An Explanation Component for a Dynamic Non Rule-Based Setting / Ray Hashemi ; John Talburt |
Factorial Design for Developing Feed Forward Neural Network Architectures / David Enke ; Swaminathan Vaitianathasamy ; Parag Diwe |
Middle-Up-Down Learning for Modular Neural Networks |
Controlling Artificial Neural Networks Overtraining When Data Is Scarce / Phermsak Siriphala ; Janet Twomey |
The Value of Value Units: A Flawed Foray Into Non-Monotonicity / Istvan Berkeley ; Cengiz Gunay ; Anthony Maida |
Dimensionality Reduction in Neural Network Modeling Using Dimensional Theory and Genetic Algorithm / David Gunaratnam ; Taivas Degroff ; Fergus Fricke |
An Extended Aitken Acceleration Method for Assessing Convergence of Multilayer Neural Networks / Ramani Pilla ; Sagar Kamarthi ; Bruce G. Lindsay |
A New Approach to Smoothing Parameter Estimation in a Small Set of Samples / C. L. Philip Chen |
Parallel Implementations of Optimizing Neural Networks / Andrea Di Blas ; Arun Jagota ; Richard Hughey |
Recurrent Neural Network Topologies for Spectral State Estimation and Differentiation / Melik Dolen ; Ekrem Kayikci ; Robert Lorenz |
Meta-Domains for Automated System Identification / Matthew Easley ; Elizabeth Bradley |
Feature Extraction Using a Novel Class of Neural Network Architecture / Sanjiv Sharma ; Keith Osman |
A SOM/MLP Hybrid Network That Uses Unlabeled Data to Improve Classification Performance / Deborah Stacey ; Stefan C. Kremer ; Rozita Dara |
Impulse Circuits for a Distributed Control Inspired by the Neuroanatomical Structure of a Cerebellum / Shinji Karasawa ; Jun-Ichi Oomori |
A Neural Network Representation of a Decentralized Model of the Human Retina / Robert Woodley ; Levent Acar |
Application of Polynomials Powers of Sigmoid (PPS) and Abs-PPS Neural Networks in Signature Recognition Problems / Rodrigo Freitas Rodrigues ; Alexandre Sampio Papassoni ; Joao Fernando Marar ; Edson Filho |
A Linear Programming Approach for Solving the N-Bit Parity Problem Using Neural Networks / Derong Liu ; Myron Hohil ; Stanley Smith |
A Self-Organizing Neural Network With Attractor Nodes for Combinatorial Optimization / Terence Kwok ; Kate Smith |
A Neural Network for Segmentation of Line Drawings Into Lines of Different Orientations / Alexander Goltsev ; Dmitri Rachkovskij ; Donald Wunsch |
A Neural Network Chips Based Server / Luca Marchese |
Evolutionary Programming / Part 2: |
EHWPack: An Evolvable Hardware Enviroment Using the SPICE Simulator and the Field Programmable Transistor Array / Didier Keymeulen ; Gerhard Klimeck ; Ricardo Zebulum ; Adrian Stoica ; Yili Jin ; Carlos Salazar-Lazaro |
Evolving Subtasks in Predator-Evader Problem / Ilker Ersoy ; Cihan Dagli |
Evolutionary Design of Smart Analog Circuits / Taher Daud |
Analysis of the Behavior of Symbiotic Evolution Algorithm for N-Queens Problem / Moeko Nerome ; Satoshi Endo ; Koji Yamada ; Hayao Miyagi |
Evolutive Learning Algorithms for Fuzzy Modeling / Mohammed Azeem ; M. Hanmandlu ; Nesar Ahmad |
Genetic Algorithm Convergence Study for a Multi-Modal Fitness Function / Anna Buczak ; Henry Wang |
Adaptive Genetic Algorithms Applied to Dynamic Multi-Objective Problems / Zafer Bingul ; Ali Sekmen ; Saleh Zein-Sabbato |
Approximation of Genetic Algorithm Dynamics and Analysis of Optimization Problems / Jun-ichi Imai ; Hiroyuki Shioya ; Hidetoshi Nonaka ; Tsutomu Da-te |
Design of Bio-Oxidation Facilities by Genetically Optimized Neural Networks / Berrin Tansel ; Ibrahim Tansel ; S. Y. Yang ; W. Y. Bao ; V. Girivasan ; A. Sasirathsiri |
Comparison of IP Model and GA Model for Optimum Path Planning on CMM / C. Lu ; D. Morton ; M. H. Wu |
XML Based GA Implementation for Internet Data / Judy Johnson ; Soundar Kumara |
Comparing Genetic Algorithms Computational Performance Improvement Techniques / Richard Povinelli |
Evolutionary Synthesis of Logic Functions Using Multiplexers / Arturo Hernandez-Aguirre ; Bill P. Buckles ; Carlos Coello |
The Immune Distributed Competitive Problem Solver With MHC and Immune Network / Naruaki Toma |
Piecewise Linear Network (PLN) Training via Evolutionary Computation / Felix Heimes ; Walker Land, Jr. ; William Ford |
Performance Comparison Between a Simple Genetic Algorithm and a Hybrid Genetic Algorithm / Billy Earney II ; Ralph Wilkerson |
The Prevention Against Allele Lack in Genetic Algorithms / Lihan Tian |
Parameter Identification for Induction Machines by Continuous Genetic Algorithms / Pui Chung |
Fuzzy Systems / Part 3: |
Non-Differentiable Optimization of Fuzzy Logic Systems |
Fuzzy Regression Based on Soft Computing / Shuyan He ; Rajan Alex ; Pei-Zhuang Wang |
Fuzzy Multi-Objective Optimisation of Extrusion Process / Dingwen Yu ; Eugene Lai ; Farhad Fassihi |
QRS Detection in ECG Using Fuzzy Neural Networks / Carlos Ramir |
Image Recognition: An Hypothesis of Application for a Dynamical Fuzzy Knowledge Model / Luigi Caputo |
Fuzzy Logic PD Gain Scheduling for Robotic Manipulator Joint Torque Control / Frank Saporito ; Robert McLauchlan ; Rajab Challoo ; S. Iqbal Omar |
Using Soft Computing in Reservoir Simulation / Guadalupe Janoski ; Andrew Sung ; Eric Chang ; Reid Grigg |
Designing an Intelligent Controller for Agent-Based Manufacturing Through Fuzzy Systems / M. Amico ; M. Bruccoleri ; Giovanni Perrone ; S. Noto La Diega |
Semantics of a Class of Fuzzy Pure Predicate Logic Programming Languages / Pedro Marquez-Gutierrez |
Choosing Suitable Fuzzy Partitions for a Neuro-Fuzzy Classifier / Li-jing Xu ; Ying-Lin Yu |
A Fuzzy Robust Method for the Sequencing Problem / Orhan Turkbey |
Data Mining / Part 4: |
Pre-Processing for Visualization Using Principal Components Analysis / Bruce Golden ; Edward Condon ; Shreevardhan Lele ; Edward Wasil |
Taxonomical Analysis of Project Activity Networks Using Competitive Artifical Neural Networks / Milan Milatovic ; Adedeji Badiru ; Theodore Trafalis |
Data Mining With a Radial Basis Function Network / Viren Wasnikar ; Arun Kulkarni |
Effect of Sampling Size on Data Mining Using Artificial Neural Networks / Ashraf Abdelwahab ; Ahmed Emam ; Hokey Min ; Adel Elmaghraby |
Data Mining Techniques for Tornadic Pattern Recognition / Anderson White ; Aline Fras |
General Multi-Strategy Data Mining Platform--MSMiner / Zhongzhi Shi ; Xiangtao You ; Shiren Ye ; Xiujun Gong |
Visualizing Data Association Using Self-Organizing Feature Maps / George Knopf ; Archana Sangole |
Molecular Database Mining Using Self-Organizing Maps for the Design of Novel Pharmaceuticals / Fabio Arciniegas ; Kristin Bennett ; Curt Breneman ; Mark Embrechts |
Clustering Guidance and Quality Evaluation Using Relationship-Based Visualization / Alexander Strehl |
Network Congestion Arbitration and Source Problem Prediciton Using Neural Networks / J. Bivens ; Boleslaw Szymanski |
LOGSOM: Web Usage Mining by a Self-Organizing Map / Alan Ng |
Data Mining for Targeted Marketing / Valery Petrushin ; James Britton |
Complex Systems / Part 5: |
When Does a Bizarre System Have the Feeling of Knowing? / Stephen Kercel |
Towards the Phenomenology of Massive Dissipative Structures / David Keirsey |
Life and Space-Time / John Kineman |
Models of Reality: The Unconscious Tattletale / Stefania Brown-VanHoozer ; W. VanHoozer |
ISA or Not ISA: The Interlingual Dilemma for Machine Translation / Florence Reeder |
Bridging the Gap Between Microscopic Neurons and Macroscopic Brain With Mesoscopic Neurodynamics / Walter Freeman |
Network Consciousness: Beyond the Anthill / H. John Caulfield |
Structural Causality / William Dress |
Adaptive Control / Part 6: |
Recurrent Neural Networks for Robust Vibration Control of Composite Shells / Yuelin Shen ; K. Chandrashekhara ; Sanjeev Agarwal |
Active Vibration Control of a Multi-Degree-of-Freedom Structure by the Use of Fuzzy Gain Scheduling of a PID Controller / Ranjeet Agarwala ; Selahattin Ozcelik ; Mohammed Faruqi |
Adaptive Model-Based Control of Non-Linear Dynamical Systems With a Neuro-Fuzzy-Genetic Approach / Patricia Melin ; Oscar Castillo |
Design of a Fuzzy Logic Controller for the Fine-Tuning of Weighting Parameters of Direct Adaptive Control / Yuanhung Chen |
Adaptive Network Fuzzy Inference System Based Self-Tuning Dual Input Power System Stabilizer / Avdhesh Sharma ; M. L. Kothari |
Controlling Chaos by Adaptive Parametric Forcing / Yechiel Crispin |
On-Line Reliability Estimation of Physical Systems Using Neural Networks and Wavelets / Ratna Babu Chinnam ; Pankaj Mohan |
Control of High-Performance Intelligent Flight Servos: A Benchmarking Example in Design of Advanced Mechatronics Systems |
Neural Network Redundancy Resolution for the Three Link Planar Manipulator |
A Comparative Study of Multilayered Neural Networks Controllers in Robot Control / Chaiban Nasr ; Joseph Constantin ; Denis Hamad |
Development of Robot Hands With an Adjustable Power Transmitting Mechanism / Ishikawa Yasuhiro ; Wenwei Yu ; Hiroshi Yokoi ; Yukinori Kakazu |
Radial Basis Functions for Robot Control: A Comparative Study |
Sensor Hybridization on Autonomous Mobile Robot / Takayuki Suzuki |
Pattern Recognition / Part 7: |
Automatic Generation of Machine Vision Algorithms Using a Hybrid Intelligent System Architecture / Michael Callaghan ; T. M. McGinnity ; L. J. McDaid |
Learning Expert Delineations in Biomedical Image Segmentation / Stewart C. Hines ; Charles W. Anderson |
An Optical Fibre Multipoint U Bend Sensor Based on Artificial Neural Network Pattern Recognition / W. Lyons ; Hartmut Ewald ; C. Flanagan ; E. Lewis |
Image Segmentation Using Daubechies Wavelets |
Estimating Weibull Distribution Parameters / Peter Bajcsy ; Doug Sullivan ; Patti Ryan |
A Neural Network Based Approach for Apnea Recognition / A. Sermet Anagun |
An Efficient Target Recognition System for Rotated Synthetic Aperture Radar Images / Khan Iftekharuddin ; A. Dani |
The Plant Recognition on Remote Sensing Results by the Feed-Forward Neural Networks / Valeriy Dubrovin ; Sergey Subbotin ; Sergey Morshchavka ; Dmitriy Piza |
Finding Pattern Behavior in Temporal Data Using Fuzzy Clustering / Richard Haskell ; Darrin Hanna ; Ping Li ; K. Cheok ; Greg Hudas |
A Novel, Noniterative Neural Network and Its Application in Pattern Recognition / Chia-Lun John Hu |
Feature Selection for Predicting Pilot Mental Workload / Julia East ; Jeffrey Lanning |
Pattern Recognition of Electroencephalographic Signals Using LVQ Neural Networks / Valfredo Junior ; Heitor Lopes |
Text-to-Speech Conversion With Staged Neural Networks |
Segmentation of Color Images by Modified Mountain Clustering / Devendra Jha ; Rochak Sharma |
Artificial Neural Network Based Automatic Speaker Recognition Using a Hybrid Technique for Feature Extraction / Viresh Moonasar ; Ganesh Venayagamoorthy |
Biology and Medicine / Part 8: |
Fuzzy Inference System for Pioped-Compliant Diagnosis of Pulmonary Embolism / Gursel Serpen ; Vish Acharya ; L. S. Woldenberg ; R. J. Coombs ; I. Parsai |
Fuzzy Knowledge Model for Estimating the Depth of Anesthesia / Xu Zhang ; Rob J. Roy |
Adaptive FES Switching System for Hemiplegics / Horiki Yamaguchi ; Masaharu Maruishi ; Wen Wei Yu ; Yukio Mano |
Tissue Classification of MR Images Using Decision Trees / Zheng Wen ; Christoph Eick ; Ioannis Kakadiaris |
Intelligent Control of an Upper Extremity Hand Orthosis / Paul Mason ; Kim Reisinger ; Neil Petroff |
A Comparison of Strongly Partitioned RBF Networks and Support Vector Machines for Identification of Biological Taxa / Colin W. Morris ; Lynne Boddy ; Arnaud Autret |
On the Criticality of Timing Neuronal Firings / John Alexander, Jr. ; Jamie Lipinski |
A Comparison of Neural Network and PK/PD Prediction of Core Body Temperature from Saliva Melatonin Concentration / Siva Kambhampati ; Sreenivasa Vanapalli ; R. Nimmagudda ; K. Berens ; Lakshmi Putcha ; John Y. Cheung ; David Bourne |
The Application of Radial Basis Functions and Support Vector Machines to the Foetal Weight Prediction / Fernando Sereno ; J. P. Marques de Sa ; A. Matos ; J. Bernardes |
A Hierarchical Neural Network Architecture to Analyze Bull Sperm Quality / David Calvert |
Performance Evaluation Using the GRNN Oracle and a New Evolutionary Programming/Adaptive Boosting Hybrid for Breast Cancer Benign/Malignant Diagnostic Aids / Timothy Masters ; Joseph Lo |
A Nutrition Intervention Tool (NIT) Using Neural Networks and Genetic Algorithm / G. Huffman ; C. Shu |
Using Neural Networks for Prognosis of Early Breast Cancer / Jose Jerez ; Jose Gomez ; Jose Munoz ; Emilio Alba |
Simulation of Olfactory Bulb Behavior: Oscillation Model of Mitral/Granule Cell Connectivity / Iren Valova ; Natacha Georgieva ; Plamen Tchimev |
A Neural Approach to Speckle Noise Modeling / Mark Wachowiak ; Renata Smolikova ; Jacek Zurada |
Smart Engineering Systems / Part 9: |
Neural Network Based Adaptive Process Control of a Reactive Ion Etching System / Yubo Pei ; Gary May |
Disturbance Force Estimation for CNC Machine Tool Feed Drives by Structured Neural Network Topologies |
Characterization and Prediction of Welding Droplet Release Using Time Series Data Mining / Xin Feng |
Forecasting the Effect of Heat Treatment Conditions and Alloy Elements to the Formation of Bainite and Hardness by a Neural Network Model / Osman Celik ; Aydin Sipahioglu |
Function Degradation and Reliability Analysis Using Markov Chain for Reuse Strategies of Product Families / Lan Jiang ; Venkat Allada |
A Neural Network Based Airbag Deployment Algorithm / Anya Tascillo ; Chris Gearhart |
Precrash Scenario Identification From Field Operational Test Data / Bruce Wilson |
Intelligent Real-Time Traffic Control / Gilberto Nakamiti ; Ricardo Freitas |
The Development of a Nagivation System With Associative Memory / Suzuki Ikuo |
Classification of Musical Phrases Using Artificial Neural Networks / Liqin Cai |
Committee Neural Networks for Speaker Verification / Narender P. Reddy ; Ojas Buch |
Adaptive Music Classification Using Neural Network Architectures / Charlie Dagli |
Thai Phoneme Segmentation Using Discrete Wavelet Transform / Boonserm Kaewkamnerdpong ; Bundit Thipakorn |
Market Segmentation Using Self-Organizing Neural Networks / Zhao Jing |
Neural Network Modeling and Prediction of the Fed Funds Rate Using Hybrid Radial Basis Function / Mohammed Tabrizi |
A Neural Network DEA Meta-Model to Facilitate Software Development Time and Cost Estimation / Andrew Flitman |
Real-Time Control of the Salt Front in a Complex, Tidally Affected River Basin / Edwin Roehl ; Paul Conrads ; Thomas Roehl |
Field Data Recovery in Tidal System Using Artificial Neural Networks / Bernard Hsieh ; Thad Pratt |
A Stochastic Approach to Scheduling and Binding for Fixed Datapaths / Gary Grewal ; Thomas C. Wilson ; Luyang Liang |
Nonlinear Spectral Associative Memories: Neural Encoders and Decoders for Digital Communications / Ronald Spencer |
Processor Model for Co-Simulation of Heterogenous Software/Hardware Systems / M. Marzougui ; A. Zitouni ; M. Abid ; Rached Tourki |
Quality Evaluation of Atomized Metal Powders Using Neural Network Models / Sarah Lam ; Alice Smith |
Automated Manufacturing Time and Cost Estimation of Composite Parts Using Neural Networks / C. Kropas-Hughes |
Critical Dimension Control in Semiconductor Manufacturing / Shafaat Khan ; Mohamad Musavi ; Habtom Ressom |
A Statistical Pattern Recognition Paradigm for Vibration-Based Structural Health Monitoring / Hoon Sohn ; Charles Farrar |
A New Approach to Estimate Vision Positions of Target Images Using Fast Backpropagation Algorithm for Feature Extraction in Control Environment / Kayhan Gulez ; Yucel Ugurlu ; Abdullah Bal |
Hybrid Intelligent Systems for Time Series Prediction Using Soft Computing Techniques and Fractal Theory |
Electric Load Forecasting Using Trend Data and a Feed Forward Neural Network |
An Automated Process of Building Thermal Load Prediction Using a Recurrent Neural Network / Kenneth Lemke ; Osman Ahmed |
Neural Network-Based On-Line Quality Prediction in Nonwoven Production |
Neural Network Classification of Leaf Reflectance Spectra for Predicting Nutrient Deficiency of Cotton / Liangjiang Wang ; Susan Bridges ; Lois Boggess ; Jac Varco |
DiscoverNet: A Discovery Learning Support System on Neural Networks / Safia Belkada ; Alexandra Cristea ; Toshio Okamoto |
Supervised Competitive Learning: Pen-Based Adaptation in Real Time / Thomas Fuller, Jr. |
Concept Mapping for Subject Linking in a WWW Authoring Tool: My English Teacher: Teacher's Site |
Generation of Route Timetables Using Self-Organizing Feature Maps / Sebastian Lozano ; Fernando Guerrero ; D. Canca ; Jose Maria Pena Sanchez |
An Introductory Course in Neural Networks for Non-Mathematicians / Blase Cindric |
U-Mart: A Stock Futures Market Simulator / Masao Kubo ; Hiroshi Satoh ; Akira Namatame |
Artificial Intelligence in Intelligent Robots / Zbigniew Swiatnicki |
Mobile Robot Control by Fuzzy Method / Yuzheng Guo ; Peng-Yung Woo |
An Artificial Neural Network Approach for Motion Control of a Magnetic Disk Drive Voice Coil Motor / Lou Supino |
A Modular Neural Network for Object Recognition / Sook Yoon ; Dong-Sun Park |
Application of Neural Networks for Image Analysis |
Subject Index |
Author Index |