Case Study 1: Large-Scale Model Selection
Large-Scale Loan Portfolio Selection
... Portfolio Selection Abstract We consider the problem of optimally selecting a large portfolio of risky loans, such as mortgages, credit cards, auto loans, student loans, or business ...portfolio ...
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A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection
... The SVD parameters (number of latent dimen- sions and number of skipped dimensions) play a significant role in determining model performance. They are particularly important for the TOEFL task, but we will see ...
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A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection
... a large number of parameter combinations and use linear regression to determine the importance of in- dividual parameters and their ...on model performance and inter- acts strongly with an additional ...
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Large Ensembles And Model Selection
... compared model selection and model weighting strategies for Ensembles of Naive-Bayes-extensions, called “Super-Parent-One-Dependence Estimators” (SPODE) ...The model selection approach ...
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Architectural Principles for Large Scale Web sites: a Case Study
... a large scale Web site? Our answer is: The principles that we have identified in the sub-questions are mostly identified after perfor- mance or capacity problems in several parts of our case ...our ...
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Bandwidth Requirements of Large Scale Computing Systems – A Case Study
... GCM model could be run on 4 processor Flosolver MK3 which was a remarkable feet and the efficiency issues were related to a second place as platforms having large number of processors were not available at ...
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Large Scale/Big Data Federation & Virtualization: A Case Study
... Achieving Greater Transparency into Enterprise Data and Big Data Assets ● Red Hat’s Solution ● A virtualized view of enterprise data, regardless of the source or type. It copes with large amounts of unstructured ...
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Assimilation of satellite data to optimize large scale hydrological model parameters: a case study for the SWOT mission
... and model uncer- tainties for a better description and prediction of the ...for large-scale ...forecast model was neutral in terms of forecast score but gave the promising possibility to ...
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The Waterfall Model in Large-Scale Development
... Interview Design. The interview consists of five parts, the duration of the interviews was set to approximately one hour each. In the first part of the in- terviews the interviewees were provided with an introduction to ...
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Large Scale Antenna Selection and Precoding for Interference Exploitation
... the 1-step MFCAS approach is higher than the one achieved in the 4-PSK ...4-PSK case in Fig.6, becoming more pronounced for the 8-PSK case in ...
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Towards large-scale geometry indexing by feature selection
... feature selection model tailored to our feature map representation, replacing our earlier hashing ...this scale, bringing query times down to ...
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Effects of large-scale research funding programs: a Japanese case study
... a large-sized research funding program in Japan, known as the 21 st Century Centers of Excellence (COE) Program, using a different evaluation technique: a bibliometric ...
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A Case Study of Antarctic Katabatic Wind Interaction with Large-Scale Forcing*
... The observed surface pressure decrease over the continent reflects a perturbation of the mean meridional cir- culation between Antarctica and the subpolar latitudes by synoptic-scale processes. Zonally averaged ...
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Liver enzymes and metabolic syndrome: a large-scale case- control study
... this study could better improve the historical data to determine the relationship between liver enzymes and MetS development, and provide a more robust evidence to support the clinical diagnosis of the metabolic ...
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A modelling case study of a large-scale cirrus in the tropical tropopause layer
... Shape assumptions is one source of such uncertainties. Here, the choice of the ATB for comparison implies that the hypothesis about ice crystal shapes are made in the COSP lidar simulator and not in the retrieval. Hence, ...
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HyUnder – Hydrogen Underground Storage at Large Scale: Case Study Spain
... • Hydrogen storage can integrate RES in other sectors which do not have overcapacity and with a high use of fossil fuels as the natural gas sector (power to gas applications), the industry sector with high requirements ...
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Dependency Management in Large-Scale Agile: A Case Study of DevOps Teams
... globally distributed agile project, especially the product backlog, scrum board, sprint backlog, and daily meetings were identified for achieving coordination. Moe et al. [21] studied a co-located Scrum project using a ...
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Developing applications in large scale, dynamic fog computing:A case study
... system model for a large class of applications that are data-intensive or ...the large scale of the system. In this paper, we present a case study in building fog computing ...
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A comparative study on gene selection methods for tissues classification on large scale gene expression data
... feature selection methods also known as gene selection methods become apparently need for both domains: biology and ...gene selection can significantly ease computational burden of the classification ...
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A Reliability Calculations Model for Large Scale MANETs
... area of reliability. The evaluation of various mobility models like Random-way point, City Section and Manhattan mobility was done to comparatively study those mobility models [9]. Kharbash et al developed a ...
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