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The alternative maximization method can at least increase the objective function in each iteration.
Then, the power maximization method is developed based on obtaining the design limitations.
The SPECT images were reconstructed via a two-dimensional ordered subset expectation maximization method (iteration 3, subset 10).
Three-dimensional data acquisition was performed for 3 min per bed position, followed by imaging reconstruction with the three-dimensional ordered-subset expectation maximization method.
Once the probabilistic relationship among image, region, and hidden semantic is constructed, the Expectation Maximization method can be applied to mine the hidden semantic.
Missing values, all MCAR (completely at random) and under 3%%, were substituted by the expectation maximization method (Ibrahim et al. 2005; Kline, 2011).
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Details for the maximization methods are discussed in Section 9.1.
The system value-based sum capacity/throughput maximization methods for optimum signature sequence selection, energy allocation, and rate maximization methods will be described in Section 6.
In detail, we evaluate the possible bias introduced by well-known limitations of these techniques (e.g., the resolution limit for modularity maximization methods [37, 38] or the sampling bias due to the incompleteness of the sampling process [36]).
The performances of FEC-based cooperation schemes were investigated under various channel conditions and power allocation modes in [16, 17], while some algorithms are provided in [18] and throughput maximization methods are provided in [19].
There exist different paradigms to solve this problem, such as the spectral clustering [73, 74] which relies on optimizing the process of cutting the graph, and the network modularity maximization methods.
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