Segmentation and Clustering of Textual Sequences: a Typological Approach

The long term goal of this research is to develop a program able to produce an automatic segmentation and categorization of textual sequences into discourse types. In this preliminary contribution, we present the construction of an algorithm which takes a segmented text as input and attempts to produce a categorization of sequences, such as narrative, argumentative, descriptive and so on. Also, this work aims at investigating a possible convergence between the typological approach developed in particular in the field of text and discourse analysis in French by Adam (2008) and Bronckart (1997) and unsupervised statistical learning.

Gastric supply manipulation to modulate ghrelin production and enhance vascularization to the cardia: proof of the concept in a porcine model.

Introduction. Selective embolization of the left-gastric artery (LGA) reduces levels of ghrelin and achieves significant short-term weight loss. However, embolization of the LGA would prevent the performance of bariatric procedures because the high-risk leakage area (gastroesophageal junction [GEJ]) would be devascularized. Aim. To assess an alternative vascular approach to the modulation of ghrelin levels and generate a blood flow manipulation, consequently increasing the vascular supply to the GEJ. Materials and methods. A total of 6 pigs underwent a laparoscopic clipping of the left gastroepiploic artery. Preoperative and postoperative CT angiographies were performed. Ghrelin levels were assessed perioperatively and then once per week for 3 weeks. Reactive oxygen species (ROS; expressed as ROS/mg of dry weight [DW]), mitochondria respiratory rate, and capillary lactates were assessed before and 1 hour after clipping (T0 and T1) and after 3 weeks of survival (T2), on seromuscular biopsies. A celiac trunk angiography was performed at 3 weeks. Results. Mean (±standard deviation) ghrelin levels were significantly reduced 1 hour after clipping (1902 ± 307.8 pg/mL vs 1084 ± 680.0; P = .04) and at 3 weeks (954.5 ± 473.2 pg/mL; P = .01). Mean ROS levels were statistically significantly decreased at the cardia at T2 when compared with T0 (0.018 ± 0.006 mg/DW vs 0.02957 ± 0.0096 mg/DW; P = .01) and T1 (0.0376 ± 0.008mg/DW; P = .007). Capillary lactates were significantly decreased after 3 weeks, and the mitochondria respiratory rate remained constant over time at the cardia and pylorus, showing significant regional differences. Conclusions. Manipulation of the gastric flow targeting the gastroepiploic arcade induces ghrelin reduction. An endovascular approach is currently under evaluation.

Peut-on faire confiance à l'administration ? Une analyse du concept de confiance, appliqué au secteur public

D'une manière générale, la confiance est un « lubrifiant » (Arrow, 1974) facilitant les relations sociales (eg Luhmann, 1968, Giddens, 1984, Zucker, 1986). D'un point de vue économique, un environnement institutionnel bénéficiant d'une confiance élevée serait corrélé avec la performance de l'économie nationale (eg Dyer and Chu, 2003). La confiance, en tant que capital social, permettrait et engendrerait des comportements altruistes et coopératifs impactant et soutenant la prospérité économique d'une communauté (Fukuyama, 1995). Dans un cadre organisationnel, la confiance engendre une communication plus ouverte et facilite l'échange d'information (eg Smith and Barclay, 1997, Currall and Judge, 1995), facilite la gestion des conflits (eg Blomqvist, 2002), l'apprentissage commun (eg Bijlsma-Frankema, 2004) ou diminue les coûts d'intégration (eg Bidault and Jarillo, 1995), par exemple.

Comparing Multilevel Clustering Methods on Weighted Graphs : The Case of Worldwide Air Passenger Traffic 2000-2004

Specific properties emerge from the structure of large networks, such as that of worldwide air traffic, including a highly hierarchical node structure and multi-level small world sub-groups that strongly influence future dynamics. We have developed clustering methods to understand the form of these structures, to identify structural properties, and to evaluate the effects of these properties. Graph clustering methods are often constructed from different components: a metric, a clustering index, and a modularity measure to assess the quality of a clustering method. To understand the impact of each of these components on the clustering method, we explore and compare different combinations. These different combinations are used to compare multilevel clustering methods to delineate the effects of geographical distance, hubs, network densities, and bridges on worldwide air passenger traffic. The ultimate goal of this methodological research is to demonstrate evidence of combined effects in the development of an air traffic network. In fact, the network can be divided into different levels of âeurooecohesionâeuro, which can be qualified and measured by comparative studies (Newman, 2002; Guimera et al., 2005; Sales-Pardo et al., 2007).

Proposition d'un concept de contrôle de gestion pour la division "infrastructure routière" de l'Office fédéral des routes (OFROU)

La présente étude propose une méthodologie aboutissant à la conception d'un système de contrôle de gestion pour la division « infrastructure routière » ou « I » de l'Office fédéral des routes (OFROU). La première partie de ce travail situe l'OFROU dans son contexte de réformes et identifie les raisons qui justifient l'implantation d'un système de contrôle de gestion à l'OFROU. La deuxième partie pose les jalons permettant d'établir un contrôle de gestion dans sa division « I ». Elle cherche d'abord à donner une définition du contrôle de gestion dans le secteur public, puis présente un état des lieux du système de gestion existant. Finalement, les systèmes de contrôle de gestion de deux autres offices GMEB, MétéoSuisse et armasuisse immobilier, sont analysés afin d'en tirer des éléments pertinents pouvant servir à la conception du contrôle de gestion à l'OFROU. La troisième propose un contrôle de gestion pour la division « I ». Le travail montre que la réalisation d'un concept de contrôle de gestion pour la division « I » n'est pas évidente. Cette dernière, qui est en train de se mettre en place, manque encore d'expérience pour identifier clairement les éléments clé à insérer dans le système. On observe un grand embarras entre le stade du savoir et celui du savoir faire concret. La méthodologie et l'analyse présentées dans ce travail pourraient contribuer à développer un savoir faire interne aboutissant rapidement à la mise sur pied d'un système de contrôle de gestion pour la division « I ». Die vorliegende Studie schlägt eine Methodik zur Erarbeitung eines Management-Kontrollsystems für die Abteilung « Strasseninfrastruktur » oder « I » des Bundesamts für Strassen (ASTRA) vor. Der erste Teil dieser Arbeit stellt das ASTRA im Spannungsfeld dieser Reformen. Ihre Konsequenzen lassen die Einführung eines Management-Kontrollsystems im ASTRA folgerichtig erscheinen. Im zweiten Teil geht es darum, Wegmarken zu setzen, die die Einführung einer Managementkontrolle in der Abteilung « I » in die richtigen Bahnen lenken. Es wird versucht, eine Begriffsbestimmung der Managementkontrolle im öffentlichen Sektor sowie eine Bestandesaufnahme der bestehenden Systeme vorzunehmen. Schliesslich werden die Management-Kontrollsysteme zweier anderer FLAG-Ämter, MeteoSchweiz und armasuisse immobilier, auf mögliche Nutzen für den Aufbau der Managementkontrolle des ASTRA analysiert. Der dritte Teil beinhaltet einen Vorschlag, wie die Management-Kontrolle für die Abteilung « I » aussehen könnte. Die Arbeit zeigt, dass die Erarbeitung eines Management-Kontrollkonzepts für die Abteilung « I » keine einfache Aufgabe ist. Es fehlt an Erfahrung, um die Schlüsselbausteine des Systems erkennen zu können. Zwischen dem Stadium des Wissens und dem des konkreten Know-hows klafft ein empfindlicher Graben. Methodik und Analyse, wie sie in der vorliegenden Arbeit beschrieben werden, könnten zum Aufbau eines internen Know-hows beitragen, das die rasche Verwirklichung eines Management-Kontrollsystems für die Abteilung « I » erlauben könnte.

Wissensvermehrung durch Konzeptentwicklung? Das Beispiel Vergänglichkeit [The contibution of concept development to nursing knowledge? The example of Transitoriness].

To provide nursing practice with evidence, it is important to understand nursing phenomena in detail. Therefore, good descriptions including the identification of characteristics and attributes of nursing phenomena on various levels of abstraction, i. e., concepts, are needed. In this article the significance of concept development for nursing science will be demonstrated by drawing on the example of 'transitoriness'. The evolutionary concept analysis proposed by Rodgers (2000) is introduced in more detail. Drawing on transitoriness, the phenomenon is presented with the help of the evolutionary concept analysis by Rodgers (2000). The phenomenon's characteristics and attributes are identified, as well as potential areas of application. Moreover, areas are outlined, in which interventions for nursing practice can be developed, implemented and evaluated. Thus, nursing practice is updated to include new findings and innovation. Through concept analysis nursing phenomena can be described in more detail, enhanced or broadened for use in nursing practice. Such structured processes as concept analysis can be employed successfully for other nursing phenomena. Concept analyses can lead to the identification of tasks for the respective scientific discipline and professionals. Thus, concept analyses can lead to the concretisation of tasks in nursing.

Combination of enteral and parenteral nutrition in intensive care patients: A new concept of optimization

Undernutrition is a widespread problem in intensive care unit and is associated with a worse clinical outcome. A state of negative energy balance increases stress catabolism and is associated with increased morbidity and mortality in ICU patients. Undernutrition-related increased morbidity is correlated with an increase in the length of hospital stay and health care costs. Enteral nutrition is the recommended feeding route in critically ill patients, but it is often insufficient to cover the nutritional needs. The initiation of supplemental parenteral nutrition, when enteral nutrition is insufficient, could optimize the nutritional therapy by preventing the onset of early energy deficiency, and thus, could allow to reduce morbidity, length of stay and costs, shorten recovery period and, finally, improve quality of life. (C) 2009 Elsevier Masson SAS. All rights reserved.

Clustering and hot spot detection in socio-economic spatio-temporal data

Distribution of socio-economic features in urban space is an important source of information for land and transportation planning. The metropolization phenomenon has changed the distribution of types of professions in space and has given birth to different spatial patterns that the urban planner must know in order to plan a sustainable city. Such distributions can be discovered by statistical and learning algorithms through different methods. In this paper, an unsupervised classification method and a cluster detection method are discussed and applied to analyze the socio-economic structure of Switzerland. The unsupervised classification method, based on Ward's classification and self-organized maps, is used to classify the municipalities of the country and allows to reduce a highly-dimensional input information to interpret the socio-economic landscape. The cluster detection method, the spatial scan statistics, is used in a more specific manner in order to detect hot spots of certain types of service activities. The method is applied to the distribution services in the agglomeration of Lausanne. Results show the emergence of new centralities and can be analyzed in both transportation and social terms.