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Next we will introduce some data imputation based approaches which are more commonly used in Monte Carlo methods.
In contrast to many map based solutions, this paper focuses on optic flow (OF) based approaches which are much more computationally efficient.
The proposed approach shows improvement, for noisy signals, over widely used analytic signal, energy separation, and ZC based approaches (which are based on uniform Nyquist-rate sampling based data-acquisition and processing).
Recently, geometric based approaches, which are only based on the topology of the PPI network, are very promising as those approaches are independent from other prior knowledge except for topology of the PPI network.
In Leitner and Raidl [31], the authors present two mixed integer programming based approaches which are solved using branch-and-cut and branch-and-cut-and-price, respectively.
In contrast to target tissue biopsy based approaches, which are often limited by restricted access to target tissues, profiling peripheral blood cells has emerged as an attractive biomarker discovery strategy [ 10, 16- 22].
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Underestimation of DNA copy number ratios by cDNA A-CGH data made it difficult to detect low level of gains and losses using ratio threshold based approaches, which was addressed in our study and previous reports [ 14- 16].
The main reason is that the two sets of programs are based on the same APIs and there are some extra operations in the runtime model based approach, which are aimed to ensure synchronization between the architecture-based models and the underlying systems.
The aim is to propose two different methods for the control over a network, adaptive Smith predictor approach and robust control based approach, which are imposed by the accessible information about the network.
Distance based approach which is based on calculating pair wise distance matrix was computed by calculating a dissimilarity matrix using a shared allele index with DARwin software (Perrier and Jacquemoud-Collet 2006).
The concept is to solve all recurring tasks with the help of reusable components and to enable rapid application development by adopting a standards based approach which is readily supported by existing programming tools.
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