Axis 1: Data valuation for decision making

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Cahiers du GERAD

413 results — page 10 of 21

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This paper develops a dynamic risk management model to determine a firm's optimal risk management strategy. This strategy has two elements: first, for low ...

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In this article we study a network design problem that arises in the exploitation of wind energy. We formulate this problem as a mixed integer programming ...

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Our main interest is the prediction of future events for recurrent event processes. We intend to build a Bayesian model, based on sound philosophical princip...

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It is shown that parametric bootstrap can be used for computing P-values of goodness-of-fit tests of multivariate time series parametric models. These mo...

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In a recent paper, Zhan, Zhang, Guan, and Zhou [Phys. Rev. E <b>83</b>, 066120 (2011)] presented a modified adaptive genetic algorithm (MAGA) tailored to the...

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Finding communities, or clusters, in networks, or graphs, has been the subject of intense studies in the last ten years. The most used criterion for that pu...

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The sophisticated and automated means of data collection used by an increasing number of institutions and companies leads to extremely large datasets. Sub...

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Classical control charts detect when a process loses its stability, but they do not give indications on the gravity of the instability and on the risk incu...

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This paper presents a non--technical account of the developments in tree--based methods for the analysis of survival data with censoring. This review desc...

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An <i>r</i>-equitable <i>k</i>-coloring <i>c</i> of a graph <i>G=(V,E)</i> is a partition of <i>V</i> into <i>k</i> stable sets <img src="/cgi-bin/mimetex.cg...

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We consider a cement delivery problem with an heterogeneous fleet of vehicles and several depots. The demands of the customers are typically larger than the ...

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The objective in the continuous facility location problem with limited distances is to minimize the sum of distance functions from the facility to the cust...

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Heuristics are widely applied to modularity maximization models for the identification of communities in complex networks. We present an approach to be appli...

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The risk-adjusted selection and timing performance (alphas and gammas) of a comprehensive and survivorship-free sample of Canadian equity SRI funds after (be...

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In this paper we study a variant of the Capacitated Team Orienteering Problem (CTOP), that is the problem where a fleet of vehicles, each with a constraint...

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This paper provides some evidence on electricity--natural gas price interactions along with trade effects on electricity prices. The analysis helps to better...

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In this paper, we empirically investigate the robustness of random forests for regression problems. We also investigate the performance of five variations o...

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In this paper we study the capacitated team orienteering problem where split deliveries are allowed. A set of potential customers is given, each associated w...

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This paper presents an extension of the well known random forest method to the case of clustered data. The proposed "mixed effects random forest" method is i...

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Normalized cut is one of the most popular graph clustering criteria. The main approaches proposed for its resolution are spectral clustering methods (e.g. [1...

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