Improving a leaves automatic recognition process using PCA

In this work we present a simulation of a recognition process with perimeter characterization of a simple plant leaves as a unique discriminating parameter. Data coding allowing for independence of leaves size and orientation may penalize performance recognition for some varieties. Border description sequences are then used, and Principal Component Analysis (PCA) is applied in order to study which is the best number of components for the classification task, implemented by means of a Support Vector Machine (SVM) System. Obtained results are satisfactory, and compared with [4] our system improves the recognition success, diminishing the variance at the same time.

La "bientraitance", exploration du concept et essai d'utilisation en santé publique: une expérience à Fribourg (Suisse). ["Bientraitance": conceptual exploration and an example of its application in public health: an experience from Fribourg, Switzerland]

Since the year 2000, the concept of "bientraitance" (for which no equivalent term has yet emerged in either the English or German language) has gained widespread credence among educators, sociologists and health professionals in France and Belgium. This concept emphasizes a constructive approach to care and education rather than merely one of prevention of disasters. Applied in public health, and in particular to mental health promotion, the use of the concept of "bientraitance" can help promote both effectiveness and meaning in the design and planning of community interventions. The article presents an example of an intervention for children and adolescents in Fribourg, Switzerland. The underpinning hypothesis is that the children and youth groups (such as sports clubs, artistic and cultural associations, scouts and guides) represent largely untapped, or under-tapped, informal health resources with a favourable cost-effectiveness profile. "Bientraitance" criteria are used in selecting certain associations offering structured extracurricular group educational activities and collective out-of-school (or after school) programmes. Support is provided to the organisations selected for recruiting new members, in particular those with potentially lower levels of access, for example disabled children or new migrants. The results will be evaluated for the impact of participation in various out-of-school activities on health and health determinants from a prospective and comparative perspective. This paper shows how the concept of "bientraitance" can be useful in the development of a public health intervention.

L'agrégation toxique des protéines: une forme de "delinquance moléculaire" activement combattue dans la cellule par les chaperones moléculaires et les protéases [The toxic aggregation of proteins: a kind of "molecular delinquency" actively fought in the cell by molecular chaperones and proteases]

Under various stresses, mutation-sensitised proteins may spontaneously convert into inactive, aggregation-prone structures, which may be cytotoxic and infectious. In the cell, this new kind of "molecular criminality" is actively fought against by a network of molecular chaperones that can specifically identify, isolate and unfold damaged (delinquent) proteins and favour their subsequent native refolding. Irreversibly damaged molecules unable to natively refold are preferentially "executed" and recycled by proteases. Failing that, they are "imprisoned" within compact amyloids, or "evicted" from the cell. Thus, striking parallels, although of questionable ethical value, exist between protein and human criminality, and between the cellular and social responses to these different types of criminality. Fundamental differences also exist. Whereas programmed death (apoptosis) is the preferred solution chosen by aged and aggregation-stressed cells, collective suicide is seldom an option chosen by lawless human societies. More significantly, there is no clear cellular equivalent for the role of the family and the education system, which are so essential to the proper shaping of functional individuals in the society, and give rise to humanism, that favours crime prevention, reeducation and reinsertion programs over capital punishment. To the cardiologist and transplantation surgeon, the interest of molecular chaperones, in particular of Hsp70, Hsp90 and Hsp27, lays in their ability to inhibit the signalling pathway of programmed cell death. Their induction before and during ischemia, by various treatments and drugs could significantly reduce damages from the post ischemic reperfusion of organs.

Primers resultats de l'Essai de dictionnaire historique de la langue catalane, de Julià-Bernat Alart (1824-1880)

Julià-Bernat Alart (1824 – 1880, Vinçà) fou un arxiver, historiador i filòleg rossellonès de primer ordre. Entre molts treballs que va dur a terme, hem volgut treure a la llum uns primers resultats sobre l’inèdit Essai de dictionnaire historique de la langue catalane. Es tracta d’un recull de 14.639 cèdules lexicogràfiques que consten d’una paraula catalana amb una o més documentacions antigues. Gràcies a aquest material, hem pogut demostrar que l’Essai aporta nova informació lingüística i històrica que no recullen cap dels dos diccionaris històrics de referència del català ―el DCVB i el DECat―, com ara nous lemes o atestacions primerenques

Faire une pause ou bifurquer ? Essai de typologie des trajectoires de formation

Cette analyse de l'évolution de la formation en Suisse s'appuie sur la forme des itinéraires suivis. La typologie construite permet de mesurer l'évolution, sur près de soixante-dix ans, des trajectoires empruntées selon l'origine sociale et de montrer l'émergence de nouveaux parcours. Les données attestent un accroissement des parcours atypiques, à cheval sur plusieurs filières, comportant des interruptions ou composés de formations complémentaires. Plus qu'à une égalisation du niveau d'éducation, on assiste à une inflation des diplômes, caractérisée par une multiplication des périodes de formations tardives, plutôt mesurable à la complexification des parcours qu'au niveau final atteint. On peut donc faire l'hypothèse que ce n'est plus le diplôme atteint qui détermine la valeur de la formation suivie mais le nombre et la pertinence des reformations.