Axis 1: Data valuation for decision making

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421 results — page 8 of 22

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The balanced clustering problem consists of partitioning a set of n objects into K equal-sized clusters as long as n is a multiple of `(K...

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We propose the option realized variance as a new observable covariate that integrates high frequency option prices in the inference of option pricing models....

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Security prices are important inputs for estimating credit risk models. Yet, to obtain an accurate firm-specific credit risk assessment, one needs a reliable...

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In this paper we propose a new variant of the Variable Neighborhood Decomposition Search (VNDS) heuristic for solving global optimization problems and apply ...

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In this article we consider a real-world problem submitted to us by the Hatch company. This problem consists of designing a collection network for a wind f...

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Given a graph G=(V,E) with a root rV, positive capacities {c(e)|eE}, and non-negative lengths {(e)|eE}, the m...

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Positron emission tomography (PET) image reconstruction in the presence of periodic motion, such as heartbeat and breathing, has been actively investigated ...

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In recent years, a growing interest has been observed in research on RNA (ribonucleic acid), primarily due to the discovery of the role of RNA molecules in ...

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Variable neighborhood search (VNS) is a framework for building heuristics, based upon systematic changes of neighborhoods both in a descent phase, to find a...

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We introduce an iterative algorithm for the solution of the diameter minimization clustering problem (DMCP). Our algorithm is based upon two observations: 1)...

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Traditionally, claim counts and amounts are assumed to be independent in non-life insurance. This paper explores how this oft unwarranted assumption can be r...

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In order to determine the risk capital for their aggregate portfolio, property and casualty insurance companies must fit a multivariate model to the loss tri...

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Two bivariate extensions of the Skellam distribution were proposed by Genest and Mesfioui (2014), who also derived moment estimators for their dependence par...

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In this paper we present a novel formulation based on a certain median function to solve discretely constrained mixed complementarity problems (MCPs). Such p...

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The Great Recession has shaken the foundations of the financial industry and led to tighter solvency monitoring of both the banking and insurance industries....

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This longitudinal quantitative study investigates how organizational structure and the external environment impact VC firm survival. It examines how macroeco...

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Recent contributions to the financial econometrics literature exploit high-frequency (HF) data to improve models for daily asset returns. This paper propose...

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We propose a method to build trees and forests when the response is a non-homogeneous Poisson process with excess zeros, based on two forests. The first one...

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The log-rank test is commonly used as the split function in many commonly used survival trees and forests algorithms. However, the log-rank test may have a...

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The empirical Receiver Operating Characteritic (ROC) curve can be used to evaluate the properties of a diagnostic test from the distribution of a variable on...

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