Local Model
Hyper-local geographically weighted regression: extending GWR through local model selection and local bandwidth optimization
... both local bandwidths and local regression ...optimise model parsimony by trading off prediction accuracy and ...of model selection method and their associated measures of ...different ...
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Increasing the Performance of a Training Algorithm for Local Model Networks
... formulated model of the system in order to be ...(HIerachical LOcal MOdel Tree)-Algorithm [6], which can be seen as an advance- ment of the well-known L OLIMOT (LOcal LInear MOdel ...
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Hyper-local geographically weighted regression: extending GWR through local model selection and local bandwidth optimization
... different local model selection. The key in determining which model selection method to use is to understand the logics of each approach and how they relate to the study objectives and even the ...
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Upscaling of a local model into a larger-scale model
... In the present-day operational oceanography landscape, ser- vices are provided at different scales by different expert cen- tres. At the European Union level, the Copernicus Marine Environment Monitoring Service (CMEMS) ...
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Refining the Local Model
... At the local level, Center staff and volunteers will meet and engage with FAFSA Help clients two to three times during the grant period. It is likely that the first meeting between the Center and clients will be ...
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Coupling local and non-local damage evolutions with the Thick Level Set model
... Background: The Thick Level Set model (TLS) is a recent method to delocalize local constitutive models suffering spurious localization. It has two major advantages compared to other delocalization methods. ...
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A Statistician s View of Big Data
... We could build QSAR models on the large number of existing compounds (a global model) or on the series of interest (a local model).. Our experience is that local models beat global model[r] ...
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Local sensitivity analysis and bias model selection
... usual model assumptions may be questioned in some ...regression model is assumed by Weisberg (2005) to explain the fuel consumption against four covariate variables: Federal-aid highway miles, personal ...
187
Smile interpolation and calibration of the local volatility model
... the local volatility model, a standard extension of the Black-and-Scholes model known to be hard to calibrate in ...our local volatility surface using deterministic schemes or Monte Carlo ...
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Local Open Government Model for Rural Municipalities
... Given the importance of the points addressed above, civil society plays a fundamental role in both the requirement and the promotion of initiatives that encourage transparency, access to public information and people´s ...
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A local structure graph model for network analysis
... Recall that a LSGM, with its conditional specification and explicit neighborhood defini- tion, incorporates ideas from the MRF model, a common tool used to analyze geo-referenced data. If the nodes of the network ...
156
Modeling Joint Entity and Relation Extraction with Table Representation
... Joint learning approaches (Yang and Cardie, 2013; Singh et al., 2013) incorporate these de- pendencies and local constraints in their models; however most approaches are time-consuming and employ complex ...
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Interaction of local supersonic regions on a projectile model
... The 3D turbulent flow over a boat-tailed projectile is studied numerically at free-stream Mach numbers from 0.932 to 0.965 and the angle of attack of 6 deg. Formation and interaction of shock waves and local ...
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Local predictability in a simple model of atmospheric balance
... (increasing) the time step has the same effect as increasing (decreasing) the order of the scheme. When enhanced preci- sion is needed, usually, increasing the order of the scheme is cheaper than decreasing the time ...
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Spatio-temporal Background Models for Outdoor Surveillance
... a model of the background and subsequently determine which parts of (each frame of) new video sequences fit that ...ground model influences the complexity of this problem, and can be based upon (a) the ...
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Earth system modelling on system-level heterogeneous architectures: EMAC (version 2.42) on the Dynamical Exascale Entry Platform (DEEP)
... base model for grid-point ...the model grid extending along a virtual longitude of length KPROMA and all model levels ...the model vertical ...
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A Strategic Orientation Model for the Turkish Local e Governments
... recognized e-government somewhat arbitrary collection of functions and features, the Turkish local governments have dual responsibilities shaped either by the legislative mandates or by the expectation of their ...
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A statistical model to estimate the local vulnerability to severe weather
... statistical model is set up based on multiple linear regression to analyse the predictability of the spatial distribution of (long-term) operation occurrence ...Such model could potentially be used to ...
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A Neural Local Coherence Model for Text Quality Assessment
... Data. We use the readability dataset proposed by De Clercq et al. (2014). It consists of 105 texts collected from the British National Corpus and Wikipedia in four different genres: adminis- trative (e.g. reports and ...
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APPLICATION OF THE FLEXIBLE SPECIALIZATION MODEL IN A LOCAL MANUFACTURING SYSTEM
... The purpose of this study was to verify how global market changes have impacted the operational strat- egy of the leading firms in a footwear industrial dis- trict with unique characteristics, once their firms are not ...
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