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Full-Text Articles in Physical Sciences and Mathematics
Crater Detection Via Genetic Search Methods To Reduce Image Features, Joseph Paul Cohen
Crater Detection Via Genetic Search Methods To Reduce Image Features, Joseph Paul Cohen
Graduate Masters Theses
Recent approaches to crater detection have been inspired by face detection's use of gray-scale texture features. Using gray-scale texture features for supervised machine learning crater detection algorithms provides better classification of craters in planetary images than previous methods. When using Haar features it is typical to generate thousands of numerical values from each candidate crater image. This magnitude of image features to extract and consider can spell disaster when the application is an entire planetary surface. One solution is to reduce the number of features extracted and considered in order to increase accuracy as well as speed. Feature subset selection …
Evolutionary Dynamics On Complex Networks, Swami Iyer
Evolutionary Dynamics On Complex Networks, Swami Iyer
Graduate Doctoral Dissertations
Many complex systems such as the Internet can be represented as networks, with vertices denoting the constituent components of the systems and edges denoting the patterns of interactions among the components. In this thesis, we are interested in how the structural properties of a network, such as its average degree, degree distribution, clustering, and homophily affect the processes that take place on it. In the first part of the thesis we focus on evolutionary game theory models for studying the evolution of cooperation in a population of predominantly selfish individuals. In the second part we turn our attention to an …