Diagnosing Patients Combining Principal Components Analysis and Case Based Reasoning

This paper addresses the application of a PCA analysis on categorical data prior to diagnose a patients data set using a Case-Based Reasoning (CBR) system. The particularity is that the standard PCA techniques are designed to deal with numerical attributes, but our medical data set contains many categorical data and alternative methods as RS-PCA are required. Thus, we propose to hybridize RS-PCA (Regular Simplex PCA) and a simple CBR. Results show how the hybrid system produces similar results when diagnosing a medical data set, that the ones obtained when using the original attributes. These results are quite promising since they allow to diagnose with less computation effort and memory storage

Positioning an underwater vehicle through image mosaicking

Mosaics have been commonly used as visual maps for undersea exploration and navigation. The position and orientation of an underwater vehicle can be calculated by integrating the apparent motion of the images which form the mosaic. A feature-based mosaicking method is proposed in this paper. The creation of the mosaic is accomplished in four stages: feature selection and matching, detection of points describing the dominant motion, homography computation and mosaic construction. In this work we demonstrate that the use of color and textures as discriminative properties of the image can improve, to a large extent, the accuracy of the constructed mosaic. The system is able to provide 3D metric information concerning the vehicle motion using the knowledge of the intrinsic parameters of the camera while integrating the measurements of an ultrasonic sensor. The experimental results of real images have been tested on the GARBI underwater vehicle

Las habilidades sociales en la intervención social y educativa: de la creatividad a la adquisición de competencias

Presentamos una comunicación sobre la experiencia llevada a cabo en la asignatura de Habilidades Sociales, en la Facultad de Educación Social y Trabajo Social Pere Tarrés. Se trata de una metodología innovadora centrada en el alumno que, desde la creatividad y el sentido del humor, utiliza la metáfora de la fiesta de cumpleaños como elemento simbólico favorecedor del proceso de aprendizaje y de crecimiento personal y profesional. La vinculación de esta metáfora con las competencias trabajadas se hace a través de diversos elementos que representan el contenido específico de la asignatura. Es así como se ofrecen herramientas y estrategias para transferir lo experimentado en el aula al futuro entorno profesional. La valoración del profesorado y de los estudiantes nos confirma que es una práctica educativa de éxito.

Correcció d'exercicis de lògica per l'ACME

La Universitat de Girona, i més concretament el Departament d’Informàtica i Matemàtica Aplicada, ja fa uns anys que ha posat en marxa el Projecte Avaluació Continuada i Millora de l’Ensenyament, també anomenat ACME. Aquest projecte és una plataforma d'e-learning, és a dir, un sistema d’aprenentatge a través de la xarxa que potencia la col•laboració digital i el bescanvi d’informació entre alumne i professor. El creixement que ha experimentat la plataforma, ha estat possible gràcies al disseny modular de l’aplicació, on cada nova funcionalitat que estava essent desenvolupada evolucionava de manera independent a la resta de la plataforma i sense comprometre’n el funcionament. Per afegir un nou mòdul a l’ACME, s’utilitzen els mòduls de base que confereixen l'estructura a la plataforma i les eines per incorporar nous mòduls, amb el que la implantació d’aquests a la plataforma és d’elevada senzillesa. Actualment, la majoria de les assignatures de primer del Grau d’Informàtica ja disposen d’exercicis adaptats a la plataforma, el que dóna una uniformitat en les eines i plataformes que utilitzen els alumnes en la seva formació. Però no hi són totes les assignatures, falta incloure l’assignatura de Lògica a la plataforma. D’aquesta manera, tant els alumnes com els professors de l’assignatura, podran treure profit dels beneficis esmentats que aporta l’ACME. Concretament, a l’assignatura de Lògica es disposava d’uns aplicatius a la plataforma Moodle de la Universitat de Girona on es guiava a l’alumne en la resolució dels exercicis. Aquest mètode és molt interessant com a mètode pedagògic per a l’aprenentatge inicial de l’assignatura, però no representa un repte real on els alumnes hagin d’aplicar els seus coneixements per a la seva realització. Els alumnes també disposaven d’un dossier on se’ls proposava uns exercicis molt complets, i a les pàgines finals d’aquest se’ls donava la solució. Aleshores, de manera voluntària els alumnes realitzaven els exercicis i comprovaven amb la solució si havien aprés a resoldre’ls. Per tant, tant els responsables de l'assignatura de Lògica com els responsables de la plataforma ACME van veure que es podrien desenvolupar eines a l'ACME per tal de corregir de forma automàtica els exercicis de l'assignatura. Incorporar l’assignatura de Lògica a l’ACME permet que els alumnes es vegin més involucrats a fer exercicis durant els curs de manera continuada, gràcies als terminis d’entrega, i facilita als professors la seva tasca deslliurant-los de les correccions i oferint-los-hi eines de seguiment

Questioni di pulizia: rappresentazioni e valori

In the framework of social representation, this research explores how the concept of cleanness does not refer solely to individual hygienic praxes and thoughts, but it is also linked to social and cultural aspects. In this way, the definitions of what is dirty and what is clean, what is pure and what is impure, are linked to social discrimination attitudes, based for example on the fear for contamination. Our general hypothesis is that the representations of dirt/cleanness and purity/impurity define ideas and praxes linked to personal hygiene, but refer also to the way people interact with the world and the others. Hence, we hypothesize that the representations of dirt/cleanness and purity/impurity are linked to values and political and religious orientations. A questionnaire with closed-answer questions and a free association task were distributed to 450 subjects. Results show how, in effects, the concepts of dirt/cleanness, purity/ impurity skip from their daily praxis connotations and assume a symbolic function for discriminating between individuals and social groups.

Can we continue to neglect genomic variation in introgression rates when inferring the history of speciation? A case study in a Mytilus hybrid zone.

The use of molecular data to reconstruct the history of divergence and gene flow between populations of closely related taxa represents a challenging problem. It has been proposed that the long-standing debate about the geography of speciation can be resolved by comparing the likelihoods of a model of isolation with migration and a model of secondary contact. However, data are commonly only fit to a model of isolation with migration and rarely tested against the secondary contact alternative. Furthermore, most demographic inference methods have neglected variation in introgression rates and assume that the gene flow parameter (Nm) is similar among loci. Here, we show that neglecting this source of variation can give misleading results. We analysed DNA sequences sampled from populations of the marine mussels, Mytilus edulis and M. galloprovincialis, across a well-studied mosaic hybrid zone in Europe and evaluated various scenarios of speciation, with or without variation in introgression rates, using an Approximate Bayesian Computation (ABC) approach. Models with heterogeneous gene flow across loci always outperformed models assuming equal migration rates irrespective of the history of gene flow being considered. By incorporating this heterogeneity, the best-supported scenario was a long period of allopatric isolation during the first three-quarters of the time since divergence followed by secondary contact and introgression during the last quarter. By contrast, constraining migration to be homogeneous failed to discriminate among any of the different models of gene flow tested. Our simulations thus provide statistical support for the secondary contact scenario in the European Mytilus hybrid zone that the standard coalescent approach failed to confirm. Our results demonstrate that genomic variation in introgression rates can have profound impacts on the biological conclusions drawn from inference methods and needs to be incorporated in future studies.

'Se dire similaire et différent': la (re)présentation de soi et la négociation discursive des références identitaires des ressortissants ex-yougoslaves musulmans au Luxembourg

Cette thèse, qui se base sur des entretiens qualitatifs, porte sur la négociation des références identitaires de musulmans immigrés et réfugiés en provenance de Γ ex-Yougoslavie au Luxembourg et s'intéresse à la pertinence changeante de la religion dans la conception de soi. Selon une approche constructiviste et interactionniste, l'identité est conçue comme un projet constamment négocié, reconstruit dans des processus d'interaction sociale et en fonction des contextes sociaux. Nos données suggèrent l'émergence de constructions identitaires complexes et attestent de la pluridimensionalité et de l'intersectionnalité des références identitaires utilisées dans la conception de soi et témoignent de la non-réduction des individus à des catégories fixes. Différentes catégories sont rendues significatives et de multiples frontières sont établies afin de se différencier de figures d'altérité changeantes, sélectivement choisies pour construire une certaine image de soi. Les discours identitaires témoignent de l'aspiration à une identité positive, dans une situation caractérisée par la perte du statut social et des stigmatisations multiples, en tant que ex-Yougoslaves, demandeurs d'asile et musulmans. Nos interlocuteurs établissent un répertoire identitaire composé de marqueurs transposés, inventés et revalorisés, leur permettant de reconstruire une identité positive pour soi et leurs audiences. Ce travail décrit les manières dont les individus établissent leur répertoire identitaire à l'aide de marqueurs transposés, inventés et revalorisés, leur permettant de reconstruire une identité positive pour soi et leurs audiences et montre comment les processus de différenciation de 'l'autre' dans le pays d'origine et d'accueil sont reliés. - The question addressed in this project with a qualitative design, is how muslim migrants and refugees from the former Socialist Federal Republic of Yugoslavia in Luxemburg negotiate salient identity references in a new social political environment and discusses the changing significance of religion and the way it is integrated in the identity patchwork. According to a constructivist and interactionist approach, conceiving identity as a constantly negotiated project, reconstructed in interaction and with regard to social context, identities are relevant only in relation to particular other groups and in certain situations of interaction. Our data suggest the emergence of complex identity patterns using multiple references for self- description and attest of the intersectionnality of identity references and show that individuals can't be reduced to fixed categories. Different categories are made salient and multiple symbolic boundaries are established in order to differentiate from different "others", selected in order to construct a certain self-concept. The discourses of our participants attest of an aspiration towards a positive identity in a situation characterized by the loss of social status and multiple stigmata. This thesis describes the ways how individuals establish their identity repertoire with invented, transposed and negotiated identity references, that allow them to construct a favourable identity for themselves and their public and shows how différenciation processes in home and host country are related.

A hierarchical approach to model parameter optimization for developmental systems.

In the context of Systems Biology, computer simulations of gene regulatory networks provide a powerful tool to validate hypotheses and to explore possible system behaviors. Nevertheless, modeling a system poses some challenges of its own: especially the step of model calibration is often difficult due to insufficient data. For example when considering developmental systems, mostly qualitative data describing the developmental trajectory is available while common calibration techniques rely on high-resolution quantitative data. Focusing on the calibration of differential equation models for developmental systems, this study investigates different approaches to utilize the available data to overcome these difficulties. More specifically, the fact that developmental processes are hierarchically organized is exploited to increase convergence rates of the calibration process as well as to save computation time. Using a gene regulatory network model for stem cell homeostasis in Arabidopsis thaliana the performance of the different investigated approaches is evaluated, documenting considerable gains provided by the proposed hierarchical approach.

Incidència de l’entorn educatiu, familiar i social en les actituds lingüístiques i identitàries dels joves d’origen xinès i llatinoamericà a Catalunya

From an interdisciplinary perspective, the present investigation undertaken by the GREILI-UPF research group has expanded a previous study aiming at explaining how young secondary school students of Latin American and Chinese origin in Catalonia construct their linguistic and cultural identity. Here we analyze the relationship between these youngsters and their social environment in order to determine how these relationships and the socialization process that derives from them influence language attitudes and practices. We focus on two spaces of socialization: (1) the school, where youngsters from diverse cultural and linguistic backgrounds coexist and interact, and (2) the neighborhood, a geographic and symbolic space where social identity is constructed and, consequently, where young newcomers construct their perceptions regarding the host society, including its linguistic reality. We have collected several sets of data in three public secondary schools and three neighborhoods from Barcelona’s metropolitan area with a high index of immigrant population: (1) interviews with secondary school students, (2) interviews with teachers, (3) social discourses in newspapers that consolidate the social image of the neighborhood, (4) narratives from immigrant families in relation to their neighborhood, (5) participant observation in schools, and (5) observation in the neighborhood. The results of the thematic and, when appropriate, discursive analysis of the data allow us to reach conclusions regarding: (a) the social image of the neighborhoods, (b) the socialization of young newcomers in the schools and the neighborhoods, (c) the identity games, and (d) the language and cultural practices and attitudes of young people, in relation to their countries and languages of origin as well as the school and the neighborhood investigated.

La opinión de los estudiantes sobre su participación en la universidad

Aunque el tema de la participación en losdistintos espacios de la vida comunitariaha irrumpido con fuerza en los últimostiempos, el sector universitario apenas haincorporado el debate de la participaciónen su funcionamiento universitario. Laparticipación estudiantil ha sido, y siguesiendo en la mayoría de los casos, simbólica.En este contexto, el artículo quepresentamos profundiza en el análisis dela participación de los estudiantes en laestructura académica universitaria a partirde un estudio realizado en la Universidadde Girona. Nos centramos en los resultadosderivados de la aplicación de uncuestionario electrónico a los estudiantespara conocer sus propias percepciones ypuntos de vista en relación con su participación en la universidad. A partir deeste análisis planteamos las orientacionesy estrategias que se configuran comoelementos y recursos favorecedores de laparticipación estudiantil, tratando aspectosdiversos como la mejora de la información,la necesidad de estrategias para facilitar la adaptación de los estudiantes a la dinámica de los órganos de gobierno oel reconocimiento del carácter formativode la participación

RECHERCHE TRANSLATIONNELLE EN NEUROSCIENCES PSYCHIATRIQUES: DE L'ANIMAL MODELE DE SCHIZOPHRENIE A LA DETECTION D'UNE DESORIENTATION SPATIALE, PRATIQUE OU SYMBOLIQUE CHEZ DES PATIENTS

La modélisation, chez l'animal, de maladies psychiatriques telles que la schizophrénie repose sur différentes démarches visant à induire des perturbations cérébrales similaires à celles observées dans la maladie. Nous avons cherché à étudier chez le rat les effets d'une diminution (50%) transitoire en glutathion (GSH) durant le développement (PND 5 à PND 16) à partir de l'implication, chez des adultes, des conséquences de cette perturbation dans des mécanismes fondamentaux de traitement de l'information sensorielle. Cette thèse évalue et documente les déficits de compétences de navigation spatiale dans ce modèle. Nous avons mis en évidence des effets comportementaux à partir de l'identification de différences particulières dans des tâches d'orientation: des difficultés, chez les rats ayant subi un déficit en GSH, à élaborer une représentation globale de l'environnement dans lequel ils se déplacent, difficultés compensées par une attention particulière aux détails visuels le composant. Cette stratégie réactive compensatoire est efficace lorsque les conditions permettent un ajustement continu aux repères visuels environnementaux. Elle ne permet cependant pas des prédictions et des attentes sur ce qui devrait être rencontré et perçu dans une certaine direction, dès qu'une partie des informations visuelles familières disparaît. Il faudrait pour cela une capacité fondée sur une représentation abstraite, à distance des modalités sensorielles qui en ont permis son élaboration. Notre thèse soutient que les déficits, supposés participer à l'émergence de certains symptômes de la maladie, auraient également des conséquences sur l'élaboration de la représentation spatiale nécessaire à des capacités d'orientation effectives et symboliques. - The study of a psychiatric disease such as schizophrenia in an animal model relies on different approaches attempting to replicate brain perturbations similar to those observed in the illness. In the present work, behavioural consequences of a functional deficit in brain connectivity and coordination were assessed in rats with a transitory glutathione (GSH) deficit induced during the postnatal development (PND 5-PND 16) with daily injections of BSO (1- buthionine-(S,R)- sulfoximine). We searched for a theoretical syndrome associating ecologically relevant behavioural adaptive deficits and resulting from the weakening of sensory integration processes. Our results revealed significant and specific deficit of BSO treated rats in spatial orientation tasks designed to test for cognitive mapping abilities. Treated rats behaved as if impaired in the proactive strategies supported by an abstract representation such as a cognitive map. In contrast their performances were preserved whenever the environmental conditions allowed for adaptative reactive strategies, an equivalent of the visual affordances described by Gibson (1958). This supports our thesis that BSO treated rats expressed difficulties in elaborating a global representation of the environment. This deficit was completely - or - partially compensated by the development of an increased attention to the environment's visual details. This compensatory reactive strategy requires a rich environment allowing for continuous adjustment to visual cues. However, such adjustment doesn't allow to predictions and expectancies about what should be met and perceived in a certain direction, when familiar visual spatial cues are missing. Such competencies require orientation based on the use of an abstract spatial representation, independent from the specific sensory modalities that have participated to its elaboration. The impairment of BSO rats such spatial representation could result from a deficit in the integration and organization of perceptual information. Our model leads to the hypothesis that these fundamental deficits might account for certain symptoms of schizophrenia. They would also interfere with in the capacity to elaborate spatial representation necessary for optimal orientation in natural, artificial or symbolic environment.

Art painting Data Collection

The classification of Art painting images is a computer vision applications that isgrowing considerably. The goal of this technology, is to classify an art paintingimage automatically, in terms of artistic style, technique used, or its author. For thispurpose, the image is analyzed extracting some visual features. Many articlesrelated with these problems have been issued, but in general the proposed solutionsare focused in a very specific field. In particular, algorithms are tested using imagesat different resolutions, acquired under different illumination conditions. Thatmakes complicate the performance comparison of the different methods. In thiscontext, it will be very interesting to construct a public art image database, in orderto compare all the existing algorithms under the same conditions. This paperpresents a large art image database, with their corresponding labels according to thefollowing characteristics: title, author, style and technique. Furthermore, a tool thatmanages this database have been developed, and it can be used to extract differentvisual features for any selected image. This data can be exported to a file in CSVformat, allowing researchers to analyze the data with other tools. During the datacollection, the tool stores the elapsed time in the calculation. Thus, this tool alsoallows to compare the efficiency, in computation time, of different mathematicalprocedures for extracting image data.

Le trouble de l'adaptation, un diagnostic anodin ? : une étude comparative avec le trouble dépressif majeur

Résumé Le trouble de l'adaptation est un diagnostic très fréquent, mais étonnamment peu étudié et controversé. Il est, selon les études, considéré comme une forme mineure d'un trouble psychiatrique spécifique, comme une fragilité psychologique révélée par un événement stressant pour le sujet ou encore comme une forme précoce annonçant un trouble psychiatrique majeur. Ces trois points de vue ramènent en fait tous à la question de fond concernant son étiologie. L'objectif de cette étude est de montrer si le trouble de l'adaptation est un diagnostic clairement différencié dont l'existence est justifiée. Afin de tenter de répondre à cette question, il nous est apparu intéressant de comparer cette catégorie diagnostique à une autre catégorie diagnostique psychiatrique importante, le trouble dépressif majeur. Dans cette étude rétrospective nous avons sélectionné tous les patients avec un diagnostic de trouble de l'adaptation ou un trouble dépressif majeur parmi les patients hospitalisés à l'hôpital psychiatrique de Malévoz en Valais en 1993 (580). Elle est basée sur des diagnostics cliniques. Nous avons comparé leurs données socio-démographiques (âge, sexe, nationalité, état civil, activité professionnelle), leurs antécédents psychiatriques (hospitalisations antérieures, suivi psychiatrique ambulatoire, antécédents de tentamen), leurs hospitalisations ultérieures dans les 5 ans, leur hospitalisation actuelle (durée, tentamens, comorbidité) et les traitements médicamenteux prescrits (leur nombre et leur classe). Notre étude met en évidence certaines distinctions entre le trouble de l'adaptation et le trouble dépressif majeur: les patients souffrant de trouble de l'adaptation diffèrent des troubles dépressifs majeurs par le fait qu'ils sont plus fréquemment des hommes, célibataires et plus jeunes que ceux souffrant de trouble dépressif majeur; leur durée d'hospitalisation est plus courte, leur évolution entre les hospitalisations est meilleure et ils reçoivent moins de psychotropes. Nous ne pouvons cependant pas conclure à une distinction claire de ces deux catégories diagnostiques, ni que le trouble de l'adaptation n'est pas simplement lié à une moindre gravité. Nos résultats confirment par contre que ce diagnostic n'est pas non plus un diagnostic anodin (nombre élevé d'antécédents psychiatriques, de tentamens, d'hospitalisations psychiatriques ultérieures, importance des comorbidités de même que la lourdeur des traitements psychotropes prescrits (notamment la fréquence des neuroleptiques). A notre avis, les trois hypothèses étiologiques (forme mineure, trouble précoce ou fragilité psychologique spécifique révélée par un événement stressant) qui ont été évoquées peuvent être considérées comme plausibles suivant le point de vue que l'on choisit. Le diagnostic de trouble de l'adaptation révèle une des limitations de l'approche du DSM-Ill-R qui se veut athéorique. Le fait que dans sa définition même, le DSM-111-R évoque "qu'il faut souvent se référer au seul jugement clinique" le montre bien, un tel diagnostic renvoie inévitablement à une référence psychopathologique. Nous pensons qu'il est illusoire de vouloir se passer d'une telle référence qui elle seule permet d'appréhender justement la portée symbolique d'un événement donné pour un individu. Summary In this retrospective study we selected all the patients with a diagnosis of adjustment disorder (77) or major depressive disorder (125) among the patients hospitalised in the psychiatric hospital of Malevoz in Valais during the year 1993 (580). It is based on clinical diagnosis. Their social and demographic characteristics (age, sex, nationality, marital status, professional activity), their past psychiatric history (earlier psychiatric hospitalisations, ambulatory treatment and attempted suicide), their hospitalisations during the next 5 years, their index hospitalisation (length, attempted suicide, comorbidity) and their drug treatment (number and class of prescribed drugs) were compared. This survey confirms certain differences be-tween adjustment disorder and major depression disorder: patients suffering from adjustment disorder were more often men, not married, younger than those suffering from major depression; their hospitalisations were shorter with a better evolution between hospitalisations and they received less medication. However, the study does not allow to clearly distinguish between the two diagnoses or to conclude that adjustment disorder is not only a minor form of a specific psychiatric disorder. Yet it confirms that adjustment disorder is not a light diagnosis (importance of the psychiatric past, high number of past attempted suicides, rehospitalisations, number of comorbid disorders and weight of the prescribed psychotropic treatments among which neuroleptics were frequent). The three aetiological hypotheses that have been proposed (minor form of a specific disorder, specific psychological vulnerability revealed by a stress factor or precursor manifestation of a major psychiatric disorder) can still be considered as plausible. The diagnosis of adjustment disorder points to methodological limitations of the atheoretical approach of the DSM-III-R. The fact that, in its DSM-III-R definition, it is stated that the diagnosis of adjustment disorder has often to be based only on clinical judgment shows very well that such a diagnosis inevitably refers to a psychopathological theory. Indeed, the authors consider an approach without such a reference as difficult, a reference which remains the only way to appreciate accurately the symbolic weight of a given event for an individual person.

Algorithmic aspects of bio-inspired string operations

We present building blocks for algorithms for the efficient reduction of square factor, i.e. direct repetitions in strings. So the basic problem is this: given a string, compute all strings that can be obtained by reducing factors of the form zz to z. Two types of algorithms are treated: an offline algorithm is one that can compute a data structure on the given string in advance before the actual search for the square begins; in contrast, online algorithms receive all input only at the time when a request is made. For offline algorithms we treat the following problem: Let u and w be two strings such that w is obtained from u by reducing a square factor zz to only z. If we further are given the suffix table of u, how can we derive the suffix table for w without computing it from scratch? As the suffix table plays a key role in online algorithms for the detection of squares in a string, this derivation can make the iterated reduction of squares more efficient. On the other hand, we also show how a suffix array, used for the offline detection of squares, can be adapted to the new string resulting from the deletion of a square. Because the deletion is a very local change, this adaption is more eficient than the computation of the new suffix array from scratch.