parameter selection
LoRa Transmission Parameter Selection
... possible parameter settings. As we will show, a number of parameter settings can exist that provide an acceptable link quality but require transmission energy that differs by a factor of more than ...
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ADAPTIVE PARAMETER SELECTION FOR GRAPH CUT-BASED SEGMENTATION ON CELL IMAGES
... a parameter that adjusts its data term and smoothness term relative to each ...suitable parameter value that suits a given segmentation. A suitable parameter value is desirable in order to avoid ...
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Parameter Selection Algorithm for Support Vector Machine
... Support Vector Machine (SVM) is a new modeling method. It has shown good performance in many field and mostly outperformed neural networks. The parameter selection should to be done before training SVM. ...
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Neurofuzzy approach to process parameter selection for friction surfacing applications
... the selection of process parameters for new coating materials or substrate geometries experimentally requires lengthy development ...the parameter selection process and to assist in obtaining values ...
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Pixel Dependent Automatic Parameter Selection for Image Denoising with Bilateral Filter
... Image denoising using bilateral filter is controlled by the width of its smoothing functions namely the domain and the range components. The choice of the width of range function is image dependent and requires several ...
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Smoothing Parameter Selection for Nonparametric Regression Using Smoothing Spline
... the selection of smoothing parameter (or penalty pa- rameter) through Monte Carlo simulation ...smoothing parameter overfit the data, whereas too high values ...smoothing parameter outperforms ...
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Parameter Selection For Machining Various Type Of Material In Milling Machine
... The parameter selection for machining various type of material in milling machine for PSM project is a combination of 5 chapters overall that contains and explain the topics such as the introduction, ...
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Augmented Lagrangian method for image restoration with spatially adapted parameter selection
... regularization parameter selection model proposed in [22] by the augmented Lagrangian ...regularization parameter selection method and propose the augmented Lagrangian method for the solution ...
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The Firefly Optimization Algorithm: Convergence Analysis and Parameter Selection
... parameter selection. Simulation experiments are conducted with three parameter sets, three parameter set of fireflies in domain and five benchmark ...Better parameter sets probably ...
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Adaptive Parameter Selection for Strategy Adaptation in Differential Evolution for Continuous Optimization
... strategy selection in DE is still ...adaptive parameter selection (APS) method to choose the most suitable parameter for the fi rst method proposed in ...
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Consistent tuning parameter selection in high dimensional sparse linear regression
... subset selection is combinatorial and hence computationally too expensive to ...variable selection in high dimensional situations, various forms of penalized estimators with good statistical as well as ...
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Statistical Analysis and Parameter Selection for Mapper
... Concerning the Mapper, Babu (2013) characterized the Mapper with coarsened levelset zigzag persistence modules and showed that, as the lengths of the intervals in the cover I go to zero uniformly, the Mapper of a ...
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Investigation of Laser Clad Bead Geometry to Process Parameter Settings for Effective Parameter Selection, Simulation, and Optimization
... for over fitting of the data points. Over fitting occurs if the error value in the data set while training is forced to be a small numerical value. In such a case, the network performs exceptionally well for the training ...
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Toward the Online Visualisation of Algorithm Performance for Parameter Selection
... Three algorithms are selected for their different optimisation behaviours; all three variants follow the same basic arrangement. The algorithm begins by initialising a random search population, which is evaluated under ...
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Impact of system parameter selection on radar sensor performance in automotive applications
... Automotive radar sensors operating in the 77/79 GHz band will, due to frequency regulation constraints, offer the only remaining option to operate at UWB bandwidth ( > 500 MHz).. More[r] ...
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Parameter Selection for EM Clustering Using Information Criterion and PDDP
... B. Maximum Likelihood and Information Criterion Increasing the number of clusters in the mixture model results in an increase in the dimensionality of the model, causing a monotonous increase in its likelihood. If we ...
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Parameter selection for biogeography based optimization in unmanned aerial vehicle path planning
... Biogeography-based optimization (BBO) has recently become popular in unmanned aerial vehicle (UAV) path planning. Similar to other evolutionary algorithms, the performance of BBO is affected when the parameter ...
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Individual Parameter Selection Strategy for Artificial Algae Algorithm (AAA)
... adaptation parameter (Table 2) was ...the parameter value was ...loss parameter (Table 3) gave very good results when this parameter was equal to value ...this parameter, the AAA ...
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Multi-Objective Parameter Selection for Classifers
... The stochasticity of the tuning procedure – caused by randomized processes such as the selec- tion of a partition for the cross-validation, random factors in classifiers, and the sampling of parameter combinations ...
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A Parameter Selection Framework for Sustainability Assessment
... This parameter identification approach is useful in providing guidance to decision makers informed by an understanding of the wider context of their decisions, yet justification of the selection of those ...
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