2 ) converges to zero in probability. Hence, even in the case of multiple minimizers of expected error, as n increases it becomes less and less likely that adding a sample (or a number of samples) to the training set will result in a large jump to a new hypothesis. Moreover, under some assumptions on the entropy of the class, along with an assumption of Komlos-Major-Tusnady type, we derive a po...

For the problem of variable selection in generalized linear models, we develop various adaptive Bayesian criteria. Using a hierarchical mixture setup for model uncertainty, combined with an integrated Laplace approximation, we derive Empirical Bayes and Fully Bayes criteria that can be computed easily and quickly. The performance of these criteria is assessed via simulation and compared to othe...

When carrying out construction work, identifying the best contractor is a critical component of project life cycle in industry. The investor must use effective and efficient strategies to create competitive bidding environment public projects. research presented this paper was conducted demonstrate nature procurements, where contractors compete present bid win contract. To award contract, offer...

This paper is concerned with the establishment of relationships among knowledge management (KM) criteria that will ensure an essential foundation to evaluate KM outcomes. The major issue under investigation is to assess the popularity of criteria within organizations and to establish a structure of criteria for measuring KM results. An empirical survey was conducted among Malaysian organization...

Our study examines the group decision-making process and proposes a multi-criteria framework for e-commerce solution investment in information technology (IT) portfolios. First, the evaluation criteria that fit in the IT evaluation context are constructed. Second, the Fuzzy Analytic Hierarchy Process (FAHP) is employed to determine the weights of decision criteria and the benefit score to the c...

The problem of assigning weights from ordinal ranks appears in many contexts in multi-criteria decision making. In this paper, we present an empirical methodology for converting an ordinal ranking of a number of criteria into numerical weights. Based on this methodology, the weight for each criterion is expressed as a simple mathematical function of its rank and the total number of criteria. Th...

This Article is brought to you for free and open access by the Center for Coastal Physical Oceanography at ODU Digital Commons. It has been accepted for inclusion in CCPO Publications by an authorized administrator of ODU Digital Commons. For more information, please contact [email protected]. Repository Citation Hamlington, B. D.; Leben, R. R.; Strassburg, M. W.; and Kim, K.-Y., "Cyclosta...

It is well documented in tourism literature that small and medium enterprises (SMEs) are the main players that support tourism growth. Refl ectively, the performance of the SMEs has been explored from diff erent aspects. In this paper, critical success factors (CSFs) is the main theoretical framework used to identify and compare the CSFs of small and medium chalets (SMCs) operating along the co...

Given a finite set F of estimators, the problem of aggregation is to construct a new estimator whose risk is as close as possible to the risk of the best estimator in F . It was conjectured that empirical minimization performed in the convex hull of F is an optimal aggregation method, but we show that this conjecture is false. Despite that, we prove that empirical minimization in the convex hul...