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1.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 2001  xx, 1052 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; v. 11
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図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 2009  xiv, 619 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; v. 19
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3.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 1996  xx, 1152 p. ; 22 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; vol. 6
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図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 1997  xviii, 1078 p. ; 22 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; vol. 7
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5.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 1998  xvi, 910 p. ; 22 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; vol. 8
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目次情報: 続きを見る
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
Preface
Neural Networks / Part I:
Architectures / Section 1:
6.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 1999  xxii, 1240 p. ; 22 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; vol. 9
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7.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 2000  xx, 1128 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; vol. 10
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目次情報: 続きを見る
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
Preface
Neural Networks / Part 1:
Symbolic Representation With Hybrid Neural Network-Decision Tree System / Wooyoung Choe ; Okan Ersoy
8.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 2008  xvi, 779 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; v. 18
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9.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York : ASME Press, 2007  xvi, 655 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; v. 17
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10.

図書

図書
editors, Cihan H. Dagli ... [et al.]
出版情報: New York, N.Y. : ASME Press, 2003  xxiii, 1043 p. ; 24 cm
シリーズ名: ASME Press series on intelligent engineering systems through artificial neural networks ; v. 13
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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
Preface
Architectures / Part I:
Multiple-Labeled Instance Classifier in Functional Genomics / Jack Yang ; Mary Qu Yang ; Okan Ersoy
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