Ieee research papers on vanet

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Ieee research papers on vanet

Recent Methodological Developments in Fuzzy Clustering and Related Topics Sadaaki Miyamoto Various applications of data analysis and their effects have been reported recently. With the remarkable progress in classification methods, one example being support vector machines, clustering as the main method of unsupervised classification has also been studied extensively.

Consequently, fuzzy methods of clustering is becoming a standard technique. However, unsolved theoretical and methodological problems in fuzzy clustering remain and have to be studied more deeply.

This issue collects five papers concerned with fuzzy clustering and related fields, and in all of them the main interest is methodology. Kondo and Kanzawa consider fuzzy clustering with a new objective function using q-divergence, which is a generalization of the well-known Kullback-Leibler divergence.

Among different data types, they focus on categorical data. They also show the relations of different methods of fuzzy c-means.

Ieee research papers on vanet

Thus, this study tends to further generalize methods of fuzzy clustering, trying to find the methodological boundaries of the capabilities of fuzzy clustering models.

Kitajima, Endo, and Hamasuna propose a method of controlling cluster sizes so that the resulting clusters have an even size, which is different from the optimizing of cluster sizes dealt with in other studies.

This technique enhances application fields of clustering in which cluster sizes are more important than cluster shapes. Cluster validity measures are generally proposed for points in Euclidean spaces, but the authors consider the application of validity measures to network data.

Several validity measures are modified and adapted to network data, and their effectiveness is examined using simple network examples. Finally, Kusunoki, Wakou, and Tatsumi study the maximum margin model for the nearest prototype classifier that leads to the optimization of the difference of convex functions.

All papers include methodologically important ideas that have to be further investigated and applied to real-world problems.Introduction to Wireless and Mobile Systems - Kindle edition by Dharma P.

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ieee paper engineering research papers free download Vehicular ad hoc networks (VANETs) have been quite a hot research area in the last few years. Due to their unique characteristics such as high dynamic topology and predictable mobility, VANETs attract so much attention of both academia and industry.

In this paper, we provide an overview of the main aspects of VANETs from a research perspective. About the Conference "International Conference on Recent Trends in Engineering & Sciences" invites you to share your research with us. The selected and registered papers are encouraged by submitting them for Reputed Journal.

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