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Titlebook: Information Science and Applications 2017; ICISA 2017 Kuinam Kim,Nikolai Joukov Conference proceedings 2017 Springer Nature Singapore Pte L

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Generating Time Series Simulation Dataset Derived from Dynamic Time-Varying Bayesian Network. Dynamic Bayesian network effectively represent the causal relationship between genes and gene and protein. Modern approaches employ single multivariate gene expression data set to estimate time varying dynamic Bayesian network. However, evaluating inferred time varying network is infeasible due to
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Beyond Map-Reduce: LATNODE – A New Programming Paradigm for Big Data Systems balanced tree layout. We introduce heterogeneous nodes into the tree structure, thereby causing unbalanced trees. Finally, we present a new programming abstraction to allow for dynamic tree balancing.
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Saliency Based Object Detection and Enhancements in Static Imagesating the saliency map. Natural statistics measures are used to measure the saliency from data collection of natural images. ICA filters are used to generate the saliency map that can blur the image. We have improved it by using different techniques like edge detection and morphological operations.
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