Axe 1 : Valorisation des données pour la prise de décision
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We consider the multivariate linear model for multilevel data where units are nested within a hierarchy of clusters. We propose permutation procedures to te...
référence BibTeXPricing decisions in fast fashion retailing using discrete choice dynamic programming model
In this study, the problem environment consists of two fast fashion retailing firms where one can obtain the other's selling data from an outside agent. The ...
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Récemment, deux approches différentes basées sur la fonction copule ont été proposées pour estimer la fonction des quantiles conditionnels d'une variable `...
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This paper analyzes the effects of geological heterogeneity representation in a producing reservoir, when different stochastic simulation methods are used, s...
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For pattern-based simulation methods such as SIMPAT, filtersim, wavesim, ect, patterns are stored by scanning a training image with a sliding template. Dimen...
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Étant donné un graphe \(G\) complet, orienté, avec des poids sur les sommets et les arcs,
une \(k\)-coloration \(\theta\)-impropre de \(G\) est une...
Le problème de la détermination du plus grand sous-graphe \(k\)-colorable (\(k\)-MCSP)
consiste à colorer autant de sommets que possible avec au plus `...
Clustering addresses the problem of finding homogeneous and well-separated subsets, called clusters, from a set of given data points. In addition to the poi...
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The \(k\)-means is a benchmark algorithm used in cluster analysis. It belongs to the large category of
heuristics based on location-allocation steps that ...
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...
We propose the option realized variance as a new observable covariate that integrates high frequency option prices in the inference of option pricing models....
référence BibTeXFirm-specific credit risk modelling in the presence of statistical regimes and noisy prices
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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Dans cet article nous étudions le problème de concevoir un réseau de collecte pour un parc éolien, dans le cas où la localisation des turbines et des câble...
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Given a graph \(G=(V,E)\) with a root \(r\in V\), positive capacities \(\{c(e) | e\in E\}\), and non-negative lengths \(\{\ell(e) | e\in E\}\), the m...
La reconstruction d'image par tomographie par émission de positrons (TEP) en présence de mouvement périodique, tel que les battements du coeur et la respirat...
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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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