Search results
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Title
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PARALLEL COMPUTING FOR MARKOV CHAINS WITH ISLANDS AND PORTS
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Author
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Basnet, Amod
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Date Created
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2017
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Description
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We present recursive algorithms to calculate invariant distributions and fundamental matrices of Markov chains specified by the "Islands & Ports'" (IP) model. The state space of the IP model can be partitioned into "islands'" and "ports". An islan...
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Title
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Spatially Explicit Hyperparameter Optimization for Neural Networks
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Author
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Zheng, Minrui
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Date Created
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2020
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Description
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Neural networks as a commonly used machine learning algorithms, such as artificial neural networks (ANNs) and convolutional neural networks (CNNs), have been extensively used in GIScience domain to explore the nonlinear geographic phenomena. Howev...