infonet-economy

Soucieuse de mieux comprendre les dynamiques de carrière du métier de musicien d’orchestre, la Haute école de musique de Genève a mené une enquête auprès de ses Alumnis afin de mieux comprendre leurs trajectoires professionnelles. Cet article reprend les grandes lignes des résultats obtenus.

We propose a new method for input variable selection in nonlinear regression. The method is embedded into a kernel regression machine that can model general nonlinear functions, not being a priori limited to additive models. This is the first kernel-based variable selec- tion method applicable to large datasets. It sidesteps the typical poor scaling properties of kernel methods by...

Background: While representation learning techniques have shown great promise in application to a number of different NLP tasks, they have had little impact on the problem of ontology matching. Unlike past work that has focused on feature engineering, we present a novel representation learning approach that is tailored to the ontology matching task. Our approach is based on embedding...

Forschungsdaten und ihre Nachnutzung werden die akademische Landschaft in den kommenden Jahren umgreifend verändern. Dies jedoch nur, sofern an den richtigen Stellen die richtigen Voraussetzungen geschaffen werden. Dabei haben zwei Elemente sowohl eine Hebel- als auch eine Scharnierfunktion: Metadaten und persistente Identifikatoren.

Web platforms and applications are generating a normalized environment for users to consume information. This process of making the Internet experience “clickable” and “fun” comes at a price: we are less inclined to face important decisions on how applications work, data are handled, or how algorithms decide. This article will examine the possibility of shifting from predetermined...