ISBN: 3790814806
TITLE: Hybrid Information Systems
AUTHOR: Abraham, Köppen
TOC:
Neural Networks and Applications
A Full Explanation Facility for a MLP Network that Classifies Low-Back-Pain Patients and for Predicting its Reliability
M.L. Vaughn, S.J Cavil, S.J Taylor, M.A Foy and A.J.B. Fogg 1
Use of Multi-category Proximal SVM for Data Set Reduction
S.V.N. Vishwanathan and M.N. Murty 19
Neural Techniques in Logo Recognition
V. Joshi, L.C. Jain, U. Seiffert, K. Zyga, R. Price and F. Leisch 25
Motion Detection Using Cellular Neural Network
S. Belkasim and O. Basir 33
Speech Separation Based on Higher Order Statistics Using Recurrent Neural Networks
Y. Li and D.M.W. Powers 45
Speaker Recognition Using Radial Basis Function Neural Networks
D. Jianping and R. Venkateswarlu 57
A Multifaceted Investigation into Speech Reading
T.W. Lewis and D.M.W. Powers 65
Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach
G Beliakov and A. Abraham 79
AppART: An ART Hybrid Stable Learning Neural Network for Universal Function Approximation
L. Marti, A. Policriti and L. Garcia 93
Monitoring System Security Using Neural Networks and Support Vector Machines
S Mukkamala, G. Janoski and A. Sung 121
A Hybrid Detection and Classification System for Human Motion Analysis
K. Tabb, N. Davey, R. Adams and S. George 139
Integrated Technique with Neurocomputing for Temporal Video Segmentation
G. Sorwar, L. Dooley and M. Murshed 159
Matching Data Mining Algorithm Suitability to Data Characteristics Using a Self-Organizing Map
K.A. Smith, F. Woo, V. Ciesielski and R. Ibrahim 169
Perceptual Grouping of Contours via Gated Diffusion of Boundary Signals
Z. Nedic, P. Lozo and L.C. Jain 181
Fuzzy Logic and Applications
Fusion of Fuzzy System and Conventional Technique to Evaluate Weather and Terrain Effects on the Vehicle Operations
A. Pradhan, L.C. Jain, A. Filippidis and F. Leisch 195
Soft Computing for Developing Short Term Load Forecasting Models in Czech Republic
M.R. Khan, A. Abraham and C. Ondrusek 207
An Induction Algorithm with Selection Significance Based on a Fuzzy Derivative
M.A. Mamedov and J. Yearwood 223
Adaptive Database Learning in Decision Support Systems Using Evolutionary Fuzzy Systems: A Generic Framework
C. Tran, L.C. Jain and A. Abraham 237
Histogram-Based Fuzzy Clustering and its Comparison to Fuzzy C-Means Clustering in One-Dimensional Data
A. Chong, T.D. Gedeon and K.W. Wong 253
Optimizing Linear Programming Technique Using Fuzzy Logic
S. Petrovic-Lazarevic and A. Abraham 269
Semantics for Fuzzy Disjunctive Programs with Weak Similarity
D. Guller 285
An Integration of Fuzzy and Two-Valued Logics on Natural Language Semantics
T. Maeda, I. Hayashi, M. Umano and L.C. Jain 301
Fuzzy Hyperplanes in the Hypothesis Space
M. Eineborg 313
Evolutionary Computation and Other Heuristics
A Genetic Algorithm for Optimizing Throughput in Non-broadcast WDM Optical Networks
H. Podnar and J. Skorin-Kapov 323
Solving Trigonometric Identities with Tree Adjunct Grammar Guided Genetic Programming
N.X. Hoai 339
Integrated Evolutionary Algorithms
P. Osmera and J. Roupec 353
Evolving Natural Language Parser with Genetic Programming
G. Dulewicz and O. Unold 361
A Linear Genetic Programming Approach for Modeling Electricity Demand Prediction in Victoria
M. Bhattacharya, A. Abraham and B. Nath 379
Flexible Generator Maintenance Scheduling in a Practical System Using Fuzzy Logic and Genetic Algorithm
D. Srinivasan and I.M. Malik 395
Information Space Optimization with Real-Coded Genetic Algorithm for Inductive Learning
R. Orihara, T. Murakami, N. Sueda and S. Sakurai 415
A Comparison of GRASP and an Exact Method for Solving a Production and Delivery Scheduling Problem
J.M. Garcia, K.A. Smith, S. Lozano and F. Guerrero 431
Intelligent Agents and Applications
MEBRL: Memory Evolution Based Reinforcement Learning Algorithm of MAS
L. Chang and J. Yang 449
Agent Representation and Communication in CBR-Tutor
R.L. Reyes and R.C. Sison 459
Agent-based Software Engineering and Agent Mediations
C.F. Nourani 469
Virtual AI Classroom: A Proposal
F.N. Alpaslan and L.C. Jain 485
An Argumentation-Based Multi-Agent System for eTourism Dialogue
J. Avey, J. Yearwood and A. Stranieri 497
Modeling a Distributed Knowledge Management for Cooperative Agents
N. Etani 513
Bayesian Methods / Rough Sets and Applications
Linear Discriminant Text Classification in High Dimension
A. Kornai and J.M. Richards 527
A Bayesian Track-before-Detect Algorithm for IR Point Target Detection
R.C. Warren 539
Application of Bayesian Controllers to Dynamic Systems
R. Deventer, J. Denzler and H. Niemann 555
An Algorithm for Automatic Generation of a Case Base from a Database Using Similarity-Based Rough Approximation
L. Geng and C.W. Chan 571
A Family of Algorithms for Implementing the Main Concepts of the Rough Set Theory
M. do Carmo, Nicoletti and J. Quinteiro Uchoa 583
Intelligent Data Mining and Information Analysis
Value of Information Analysis in Dynamic Influence Diagrams
S. Xu and K.-L. Poh 597
An Automated Report Generation Tool for the Data Understanding Phase
J. Vesanto and J. Hollmén 611
Determining the Validity of Clustering for Data Fusion
K.A. Smith, S. Chuan and P. van der Putten 627
The Performance of Small Support Spatial and Temporal Filters for Dim Point Target Detection in Infrared Image Sequences
R. C. Warren 637
Using Petri Nets for Modeling Branch Control of Pipeline Processors
J.-F. Tu and L.-H. Wang 653
Extended Vector Annotated Logic Program and its Applications to Robot Action Control and Automated Safety Verification
K. Nakamatsu, J.M. Abe and A. Suzuki 665
Hybrid Intelligent Systems Applications: Reviews and Frameworks
Overview of Markov Chain Monte Carlo for Statistical Inference and its Application
T. Bo and C.T. Chai 681
Insurance Applications of Soft Computing Technologies
A.F. Shapiro 695
Teaming Human and Machine: A Conceptual Framework
P. Urlings and L.C. Jain 711
Dynamics and Thinking of Social Systems
V.I. Svetlichny 723
Author Index 733
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