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  1. Evolution of the Internet Topology and Traffic Dynamics of Data Packets

    In recent years, the Internet has become one of the most influential media in our daily life, going beyond in its role as the basic infrastructure in...
    Kwang-Il Goh, Byungnam Kahng, Doochul Kim in Complex Dynamics in Communication Networks
    Chapter
  2. Synchronization in Complex Networks

    The study of complex systems pervades all of science, from cell biology to ecology, from computer science to meteorology. A paradigm of a complex...
    Ljupco Kocarev, Gábor Vattay in Complex Dynamics in Communication Networks
    Chapter
  3. Data Traffic, Topology and Congestion

    We consider the interaction between the topology of a network and the tra.c carried along its channels. The binding elements between the topology and...
    David K. Arrowsmith, R.J. Mondrag, M. Woolf in Complex Dynamics in Communication Networks
    Chapter
  4. Clustering Via Decision Tree Construction

    Clustering is an exploratory data analysis task. It aims to find the intrinsic structure of data by organizing data objects into similarity groups or...
    B. Liu, Y. **a, P.S. Yu in Foundations and Advances in Data Mining
    Chapter
  5. A New Theoretical Framework for K-Means-Type Clustering

    One of the fundamental clustering problems is to assign n points into k clusters based on the minimal sum-of-squares(MSSC), which is known to be...
    Chapter
  6. The Mathematics of Learning: Dealing with Data *

    Learning is key to develo** systems tailored to a broad range of data analysis and information extraction tasks. We outline the mathematical...
    Chapter
  7. Web Page Classification*

    This chapter describes systems that automatically classify web pages into meaningful categories. It first defines two types of web page...
    Chapter
  8. Sequential Pattern Mining by Pattern-Growth: Principles and Extensions*

    Sequential pattern mining is an important data mining problem with broad applications. However, it is also a challenging problem since the mining may...
    J. Han, J. Pei, X. Yan in Foundations and Advances in Data Mining
    Chapter
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. A Feature/Attribute Theory for Association Mining and Constructing the Complete Feature Set

    A correct selection of features (attributes) is vital in data mining. For this aim, the complete set of features is constructed. Here are some...
    Chapter
  16. Web Mining – Concepts, Applications and Research Directions

    From its very beginning, the potential of extracting valuable knowledge from the Web has been quite evident. Web mining, i.e. the application of data...
    T. Srivastava, P. Desikan, V. Kumar in Foundations and Advances in Data Mining
    Chapter
  17. Mining Association Rules from Tabular Data Guided by Maximal Frequent Itemsets

    We propose the use of maximal frequent itemsets (MFIs) to derive association rules from tabular datasets. We first present an efficient method to...
    Q. Zou, Y. Chen, ... X. Lu in Foundations and Advances in Data Mining
    Chapter
  18. Dynamic Complexity in the Internet Traffic

    The Internet is one of the most enormous autonomously distributed network systems created by human being. There is no central control in the Internet...
    Chapter
  19. Macroscopic Dynamics in Large-Scale Data Networks

    Modern society grows increasingly reliant on the Internet, a network of global reach that supports many services and clients. However, in such a...
    Jian Yuan, Kevin Mills in Complex Dynamics in Communication Networks
    Chapter
  20. Chaos-Based Generation of Arti.cial Self-Similar Traffic

    The exploitation of the unique features of chaotic dynamics for performance improvement recently became a widely followed path in several field of...
    Gianluca Setti, Riccardo Rovatti, Gianluca Mazzini in Complex Dynamics in Communication Networks
    Chapter
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