Publications des institutions partenaires

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Space-time local embeddings

Space-time is a profound concept in physics. This concept was shown to be useful for dimensionality reduction. We present basic definitions with interesting counter-intuitions. We give theoretical propositions to show that space-time is a more powerful representation than Euclidean space. We apply this concept to manifold learning for preserving local information. Empirical results…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 22/08/2016

Functional learning of time-series models preserving Granger-causality structures

We develop a functional learning approach to modelling systems of time series which preserves the ability of standard linear time-series models (VARs) to uncover the Granger-causality links in between the series of the system while allowing for richer functional relationships. We propose a framework for learning multiple output-kernels associated with multiple input-kernels over a…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 22/08/2016

Means-tested public support and the interaction between long-term care insurance and informal care:

This paper investigates theoretically how the structure of means-tested public long-term care (LTC) support influences the relationship between LTC insurance and informal care. Three types of public support encountered in various means-tested LTC schemes are examined. First, the level to be considered for means-testing only takes into account the level of wealth of the recipient…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 22/08/2016

Means-tested public support and the interaction between long-term care insurance and informal care

This paper investigates theoretically how the structure of means-tested public long-term care (LTC) support influences the relationship between LTC insurance and informal care. Three types of public support encountered in various means-tested LTC schemes are examined. First, the level to be considered for means-testing only takes into account the level of wealth of the recipient…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 22/08/2016

Value of statistical life and changes in ambiguity

This paper investigates the effect of changes in ambiguity on the value of statistical life (VSL) under the smooth ambiguity model developed by Klibano, Marinacci and Mukerji (2005). Changes in ambiguity over the mortality risk are expressed through the specific concept of stochastic dominance of order n defined by Ekern (1980). We provide sufficient conditions on the individual…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 18/08/2016

Accounting and financial professions in Swiss public administrations ::what are the profiles and users’ satisfaction when using enterprise resource planning (ERP) systems ?

This study aims to examine the impact of an Integrated Financial System (ERP system) implementation on accountant profiles in Swiss public administrations. ERP systems are widely researched by authors and are described as a form of change driver. Conversely, the types of changes and, more specifically, the consequences on accountants’ profiles are not studied and are therefore the…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 09/05/2016

Exploiting incoming and outgoing citations for improving Information Retrieval in the TREC 2015 Clinical Decision Support Track

We investigated two strategies for improving Information Retrieval thanks to incoming and outgoing citations. We first started from settings that worked last year and established a baseline. Then, we tried to rerank this run. The incoming citations’ strategy was to compute the number of incoming citations in PubMed Central, and to boost the score of the articles that were the most…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 20/04/2016

Document retrieval metrics for program understanding

The need for domain knowledge representation for program comprehension is now widely accepted in the program comprehension community. The so-called "concept assignment problem" represents the challenge to locate domain concepts in the source code of programs. The vast majority of attempts to solve it are based on static source code search for clues to domain concepts. In…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 15/02/2016

The robust quay crane allocation for a discrete bulk material handling port

This study investigates the quay crane allocation problem with respect to vessel assigned to a particular discrete berth at a bulk material handling port. In the proposed model,vessels at the anchorage are berthed on a First in, first out (FIFO) basis at the port, and then the quay cranes are assigned to the berth dynamically before berthing and during unloading of the vessel. To…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 02/02/2016

Development of competitive intelligence strategies for organisations providing support to start-ups ::examples of Genilem and Fongit

The first objective of this study was to identify the economic intelligence requirements of two organizations providing support to start-ups in Western Switzerland (Genilem and Fongit) and to define recommendations to address their key issues. The second objective was to identify needs common to the two institutions and to suggest a set of measures that could be used on a regional…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 30/11/2015

Instance-based learning for tweet monitoring and categorization

The CLEF RepLab 2014 Track was the occasion to investigate the robustness of instance-based learning in a complete system for tweet monitoring and categorization based. The algorithm we implemented was a k-Nearest Neighbors. Dealing with the domain (automotive or banking) and the language (English or Spanish), the experiments showed that the categorizer was not affected by the choice…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 30/11/2015

Learning coherent Granger-causality in panel vector autoregressive models

We consider the problem of forecasting multiple time series across multiple cross-sections based solely on the past observations of the series. We propose to use panel vector autoregressive model to capture the inter-dependencies on the past values of the multiple series. We restrict the panel vector autoregressive model to exclude the cross-sectional relationships and propose a…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 19/11/2015

Information geometry and minimum description length networks

We study parametric unsupervised mixture learning. We measure the loss of intrinsic information from the observations to complex mixture models, and then to simple mixture models. We present a geometric picture, where all these representations are regarded as free points in the space of probability distributions. Based on minimum description length, we derive a simple geometric…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 12/11/2015

Views and clicks in digital libraries ::a comparative usability analysis of eye and mouse tracking data

In this study, eye tracking and mouse tracking data collected from two Swiss digital library web sites are compared, with respect to their specific areas of interest in order to answer two questions: Firstly, to know, how far the perception of the corresponding areas of interests differed from site to site and how far general recommendations can be inferred from this comparison.…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 05/11/2015

Modelling library linked data in practice ::three Swiss case studies

In this paper we present reflections and recommendations concerning the conversion of library metadata into Linked Data. We will briefly describe the different data models that exist for this purpose and argue their strengths and weaknesses with a special focus on the entification issue, before illustrating this problem with the description of three different ongoing projects. As…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 05/11/2015

The influence of forecast information sharing on behavioral inventory management in supply chains:

The literature reveals the complexity of identifying the attributes, the factors and the mechanisms that would influence trust between supply chain partners. Moreover, the way trust influences the performance of a supply chain is still a subject that remains to be thoroughly researched since trust is a subjective issue that has several dimensions. This paper focuses on the influence…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 27/10/2015

The influence of forecast information sharing on behavioral inventory management in supply chains

The literature reveals the complexity of identifying the attributes, the factors and the mechanisms that would influence trust between supply chain partners. Moreover, the way trust influences the performance of a supply chain is still a subject that remains to be thoroughly researched since trust is a subjective issue that has several dimensions. This paper focuses on the influence…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 27/10/2015

Decision support system for discrete robust berth allocation:

This paper aims to develop a decision support system for bulk material handling ports in relation to ship scheduling and discrete berth allocation. Ship scheduling according to available discrete berths and to customer priority is a complex problem. A multiobjective formulation is then proposed to model the problem in minimizing ship waiting times and deviation of customer priority.…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 27/10/2015

Decision support system for discrete robust berth allocation

This paper aims to develop a decision support system for bulk material handling ports in relation to ship scheduling and discrete berth allocation. Ship scheduling according to available discrete berths and to customer priority is a complex problem. A multiobjective formulation is then proposed to model the problem in minimizing ship waiting times and deviation of customer priority.…

Institution partenaire

Haute Ecole de Gestion de Genève

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English / 27/10/2015

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