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  1. Genetic Algorithms Based Hybrid Intelligent Systems

    The oldest branch of Evolutionary Computation, namely GA, is at the same time the used in real-world applications of HIS. Chapter 8 of the book tries...
    Mircea Gh. Negoita, Daniel Neagu, Vasile Palade in Computational Intelligence
    Chapter
  2. The Challenge of Hierarchical Difficulty

    Thus far, we have examined the Bayesian optimization algorithm (BOA), empirical results of its application to several problems of bounded difficulty,...
    Chapter
  3. Life Insurance: New Account Model

    This problem was derived from an example in [1]. The system is shown in Fig. 15.1. This figure shows how this insurance company handles an...
    James J. Buckley in Simulating Fuzzy Systems
    Chapter
  4. Clustering with Intelligent Techniques

    Cluster analysis is a technique for grou** data and finding structures in data. The most common application of clustering methods is to partition a...
    Chapter
  5. New Trends of Develo** Hybrid Intelligent Systems – AIS Hybridization and DNA-Hybridization

    As already mentioned in Chap.1, the use of biologically inspired CI techniques play a crucial role for the hybridisation at any level of HIS features...
    Mircea Gh. Negoita, Daniel Neagu, Vasile Palade in Computational Intelligence
    Chapter
  6. Nonlinear Instabilities in TCP-RED

    With the growing size and popularity of the Internet, congestion control has emerged as an important problem. Poor management of congestion can...
    Priya Ranjan, Eyad H. Abed, Richard J. La in Complex Dynamics in Communication Networks
    Chapter
  7. Dynamics of Congestion Control

    One reason for the success of TCP and its widespread usage in the Internet is its ability to control network congestion. A TCP source uses implicit...
    Chapter
  8. Statistical Properties of Chaos in Communication Networks

    The behavior of communication networks, like the Internet is complex in many ways. This complexity may have many origins, including the topology of...
    Gábor Vattay, K. Diriczi, ... J. Stéger in Complex Dynamics in Communication Networks
    Chapter
  9. Componentwise Least Squares Support Vector Machines

    This chapter describes componentwise Least Squares Support Vector Machines (LS-SVMs) for the estimation of additive models consisting of a sum of...
    K. Pelckmans, I. Goethals, ... B.D. Moor in Support Vector Machines: Theory and Applications
    Chapter
  10. Support Vector Machines for Signal Processing

    This chapter deals with the use of the support vector machine (SVM) algorithm as a possible design method in the signal processing applications. It...
    Chapter
  11. Theoretical and Practical Model Selection Methods for Support Vector Classifiers

    In this chapter, we revise several methods for SVM model selection, deriving from different approaches: some of them build on practical lines of...
    D. Anguita, A. Boni, ... D. Sterpi in Support Vector Machines: Theory and Applications
    Chapter
  12. Adaptive Discriminant and Quasiconformal Kernel Nearest Neighbor Classification

    Nearest neighbor classification assumes locally constant class conditional probabilities. This assumption becomes invalid in high dimensions due to...
    J. Peng, D.R. Heisterkamp, H.K. Dai in Support Vector Machines: Theory and Applications
    Chapter
  13. The Artificial Mind System (AMS), Modules, and Their Interactions

    The previous two chapters have been devoted to establishing the novel artificial neural network concept, namely the kernel memory concept, for the...
    Chapter
  14. Genetic Algorithms and Genetic Linkage

    This chapter provides a summary of fundamental materials on genetic algorithms. It presents definitions of genetic algorithm terms and briefly...
    Chapter
  15. Incremental Mining on Association Rules

    The discovery of association rules has been known to be useful in selective marketing, decision analysis, and business management. An important...
    W.-G. Teng, M.-S. Chen in Foundations and Advances in Data Mining
    Chapter
  16. Modeling TCP/RED: a Dynamical Approach

    Today’s Internet applications, such as World Wide Web, file transfer, Usenet news, and remote login, are delivered via Transmission Control Protocol...
    Hui Zhang, Mingjian Liu, ... Ljiljana Trajković in Complex Dynamics in Communication Networks
    Chapter
  17. On Dynamics of Transport Protocols Over Wide-Area Internet Connections

    The Transport Control Protocol (TCP) is widely deployed over the Internet for reliably transporting data [27], and it accounts for a significant...
    Nageswara S.V. Rao, Jianbo Gao, Leon O. Chua in Complex Dynamics in Communication Networks
    Chapter
  18. Fuzzy Support Vector Machines with Automatic Membership Setting

    Support vector machines like other classification approaches aim to learn the decision surface from the input points for classification problems or...
    Chapter
  19. Epilogue – Towards Develo** A Realistic Sense of Artificial Intelligence

    So far, we have considered how the artificial mind system based upon the holistic model as depicted in Fig. 5.1 (on page 84) works in terms of the...
    Chapter
  20. Memory Modules and the Innate Structure

    As the philosopher Miguel de Umamuno (1864-1936) once said, “We live in memory and memory, and our spiritual life is at bottom simply the effort of...
    Chapter
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