The proceedings contain 22 papers. The topics discussed include: comparison of hidden Markov models and support vector machines for vehicle crash detection;rough set based gene selection algorithm for microarray sampl...
ISBN:
(纸本)9781424497034
The proceedings contain 22 papers. The topics discussed include: comparison of hidden Markov models and support vector machines for vehicle crash detection;rough set based gene selection algorithm for microarray sample classification;applications of clustering algorithms and self organizing maps as data mining and business intelligence tools on real world data sets;image compression analysis using multistage vector quantization based on discrete wavelet transform;development of descriptors for natural feature identification on IRS LISS III images;comparative performance analysis of proposed variants of list accessing algorithms using centralized cost model with doubly-linked list;the application of sixth order accurate parallel quarter sweep alternating group explicit algorithm for nonlinear boundary value problems with singularity;and call admission control and congestion control for integrated packet networks.
In this paper, machine-learning techniques, such as Hidden Markov models (HMMs) and Support Vector Machines (SVMs), are applied to discriminate vehicle crashes. Both HMMs and SVMs are optimal with respect to their ind...
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The aim of this paper is to describe the formulation of quarter sweep alternating group explicit (QSAGE) iterative method using six order accurate finite difference approaches for solving nonlinear singular two point ...
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A recent trend in ad hoc network routing is the reactive on-demand philosophy where routes are established only when required. Most of the protocols in this category, however, use single route and do not utilize multi...
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Knowledge engineering refers to the building, maintaining and development of knowledge-based systems. It has a great deal in common with software engineering and is related to many computerscience domains such as art...
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Vertex coloring is a well probed problem in graph theory. The problem of graph coloring is known to be NP-complete problem. Such NP complete problems can easily be solved with the help of distributed computing and par...
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Few characteristics of a Mobile Ad hoc Network, such as dynamic topology and shared wireless medium, pose various security challenges. This paper focuses on the performance investigation of reactive and proactive MANE...
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For the list accessing problem, the standard cost model developed by Sleator and Tarjan [5] is most widely used for cost computation. In this paper, we have proposed a new effective cost model for the list accessing p...
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The size of the publicly indexable World Wide Web (WWW) has probably surpassed 14.3 billion documents and as yet growth shows no sign of leveling off. Search engines encounter the problem of ambiguity in words;therefo...
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