Published 2016
“…The critical factors
of complexity at application level include data size and data rate of continuously
streaming data, the selection of data fusion and data preprocessing methods, the choice
of learning models, learning rates and learning modes, and the adoption of data
mining
algorithms. Alternately, the platform level complexity increases due to mobility and limited
availability of computational and battery power resources in mobile devices, high
coupling between application components, and dependency over Internet connections.
…”
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Thesis