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Applied Soft Computing Technologies: The Challenge of Complexity

  • Ajith Abraham
  • Bernard de Baets
  • Mario Köppen
  • Bertram Nickolay
Conference proceedings

Part of the Advances in Soft Computing book series (AINSC, volume 34)

Table of contents

  1. Front Matter
    Pages I-XXXIII
    PDF

  2. Plenary Presentations

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Applying Fuzzy Sets to the SemanticWeb: The Problem of Retranslation
      Ronald R. Yager
      Pages 3-18
    3. Granular Computing: An Overview
      Witold Pedrycz
      Pages 19-34

  3. Classification and Clustering

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Parallel Neuro Classifier for Weld Defect Classification
      S.V. Barai, Piyush Agrawal
      Pages 37-54
    3. An Innovative Approach to Genetic Programming—based Clustering
      I. De Falco, E. Tarantino, A. Della Cioppa, F. Fontanella
      Pages 55-64
    4. An Adaptive Fuzzy Min-Max Conflict-Resolving Classifier
      Shing Chiang Tan, M.V.C. Rao, Chee Peng Lim
      Pages 65-76
    5. A Method to Enhance the ‘Possibilistic C-Means with Repulsion’ Algorithm based on Cluster Validity Index
      Juan Wachs, Oren Shapira, Helman Stern
      Pages 77-87

  4. Optimization

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Design Centering and Tolerancing with Utilization of Evolutionary Techniques
      Lukasz Zielinski, Jerzy Rutkowski
      Pages 91-98
    3. Curve Fitting with NURBS using Simulated Annealing
      M. Sarfraz, M. Riyazuddin
      Pages 99-112
    4. Multiobjective Adaptive Representation Evolutionary Algorithm (MAREA) - a new evolutionary algorithm for multiobjective optimization
      Crina Groşan
      Pages 113-121
    5. Adapting Multi-Objective Meta-Heuristics for Graph Partitioning
      R. Baños, C. Gil, M.G. Montoya, J. Ortega
      Pages 123-132

  5. Diagnosis and Fault Tolerance

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Genetic Algorithms for Artificial Neural Net-based Condition Monitoring System Design for Rotating Mechanical Systems
      Abhinav Saxena, Ashraf Saad
      Pages 135-149
    3. The Applications of Soft Computing in Embedded Medical Advisory Systems for Pervasive Health Monitoring
      Bing-Nan LI, Ming-Chui Dong, Vai Mang I
      Pages 151-160
    4. Application of Fuzzy Inference Techniques to FMEA
      Kai Meng Tay, Chee Peng Lim
      Pages 161-171
    5. Bayesian Networks Approach for a Fault Detection and Isolation Case Study
      G. Nunnari, F. Cannavò, R. Vrânceanu
      Pages 173-183

  6. Tracking and Surveillance

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Path Planning Optimization for Mobile Robots Based on Bacteria Colony Approach
      Cezar Augusto Sierakowski, Leandro dos Santos Coelho
      Pages 187-198
    3. An Empirical Investigation of Optimum Tracking with Evolution Strategies
      Karsten Weicker
      Pages 199-208
    4. Implementing a Warning System for Stromboli Volcano
      G. Nunnari, G. Puglisi, F. Gargaun
      Pages 209-218

  7. Scheduling and Layout

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. A Genetic Algorithm with a Quasi-local Search for the Job Shop Problem with Recirculation
      José António Oliveira
      Pages 221-234
    3. A Multiobjective Metaheuristic for Spatial-based Redistricting
      Bong Chin Wei
      Pages 235-250
    4. Solving Facility Layout Problems with a Set of Geometric Hard-constraints using Tabu Search
      Valdair Candido Martins, Marco Antônio Barbosa Cândido, Leandro dos Santos Coelho
      Pages 251-262

  8. Complexity Management

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Empathy: A Computational Framework for Emotion Generation
      Graziano Catucci, Fabio Abbattista, Rita Chiarella Gadaleta, Domenico Guaccero, Giovanni Semeraro
      Pages 265-277
    3. Intelligent Forecast with Dimension Reduction
      István Juhos, György Szarvas
      Pages 279-292
    4. Stochastic Algorithm Computational Complexity Comparison on Test Functions
      Nicola Cesario, Palma Petti, Francesco Pirozzi
      Pages 293-302
    5. Nonlinear Identification Method of a Yo-yo System Using Fuzzy Model and Fast Particle Swarm Optimisation
      Bruno Meirelles Herrera, Leonardo Ribas, Leandro dos Santos Coelho
      Pages 303-314

  9. Manufacturing and Production

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Hybrid Type-1-2 Fuzzy Systems for Surface Roughness Control
      Fuhua Jiang, Zhiyi Li, Yan-Qing Zhang
      Pages 317-327
    3. Comparison of ANN and MARS in Prediction of Property of Steel Strips
      Ananya Mukhopadhyay, Asif Iqbal
      Pages 329-341
    4. Designing Steps and Simulation Results of a Pulse Classification System for the Electro Chemical Discharge Machining (ECDM) Process – An Artificial Neural Network Approach
      T.K.K.R. Mediliyegedara, A.K.M. De Silva, D.K. Harrison, J.A. McGeough, D. Hepburn
      Pages 343-352

  10. Signal Processing

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Hybrid Image Segmentation based on Fuzzy Clustering Algorithm for Satellite Imagery Searching and Retrieval
      W.S. Ooi, C.P. Lim
      Pages 355-372
    3. Boosting the Performance of the Fuzzy Min-Max Neural Network in Pattern Classification Tasks
      Kok Yeng Chen, Chee Peng Lim, Robert F. Harrison
      Pages 373-387
    4. A Genetic Algorithm for Solving BSS-ICA
      J.M. Górriz, C.G. Puntonet
      Pages 389-398

  11. Computer Security

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. RDWT Domain Watermarking based on Independent Component Analysis Extraction
      Thai Duy Hien, Zensho Nakao, Yen-Wei Chen
      Pages 401-414
    3. Towards Very Fast Modular Exponentiations Using Ant Colony
      Nadia Nedjah, Luiza de Macedo Mourelle
      Pages 415-424
    4. Taming the Curse of Dimensionality in Kernels and Novelty Detection
      Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski
      Pages 425-438

  12. Bioinformatics

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. A Genetic Algorithm with Self–sizing Genomes for Data Clustering in Dermatological Semeiotics
      I. De Falco, E. Tarantino, A. Della Cioppa, F. Gagliardi
      Pages 441-450
    3. MultiNNProm: A Multi-Classifier System for Finding Genes
      Romesh Ranawana, Vasile Palade
      Pages 451-463
    4. An Overview of Soft Computing Techniques Used in the Drug Discovery Process
      Abiola Oduguwa, Ashutosh Tiwari, Rajkumar Roy, Conrad Bessant
      Pages 465-480

  13. Text Processing

    1. Front Matter
      Pages I-XXXIII
      PDF
    2. Ontology-Based Automatic Classification of Web Pages
      Mu-Hee Song, Soo-Yeon Lim, Seong-Bae Park, Dong-Jin Kang, Sang-Jo Lee
      Pages 483-493

About these proceedings

Introduction

This volume presents the proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th - October 08th, 2004, held on the World Wide Web. It contains plenary lectures, original papers and tutorials presented during the conference. The book brings together outstanding research and developments in the field of soft computing (evolutionary computation, fuzzy logic, neural networks, and their fusion) and its applications in science and technology.

Keywords

Signal algorithm algorithms bioinformatics classification complexity evolution evolutionary computation genetic algorithm kernel layout neural network optimization robot robotics

Editors and affiliations

  • Ajith Abraham
    • 1
  • Bernard de Baets
    • 2
  • Mario Köppen
    • 3
  • Bertram Nickolay
    • 4
  1. 1.School of Computer Science and EngineeringChung-Ang UniversitySeoulKorea
  2. 2.Department of Applied Mathematics Biometrics and Process ControlUniversity GentBelgium
  3. 3.Dept. Automation TechnologiesFraunhofer IPK BerlinBerlinGermany
  4. 4.Dept. Automation TechnologiesFraunhofer IPK BerlinBerlinGermany

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-31662-0
  • Copyright Information Springer 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-31649-7
  • Online ISBN 978-3-540-31662-6
  • Series Print ISSN 1615-3871
  • Buy this book on publisher's site