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The use of data topology in unsupervised clustering of high-dimensional data with self -organizing maps
High-dimensional data is increasingly becoming common because of its rich information content that can provide comprehensive characterization of objects (patterns) in real world situations. Unsupervised clustering aims to ...
On the capacity of multihop wireless networks: Fundamental limitations and efficient algorithms
Wireless networks are rapidly becoming a major component of the modern communications infrastructure competing with wireline networking. The and of this thesis is to study the capacity, fundamental limitations, and the ...