Learning spatial filters for multispectral image segmentation

We present a novel filtering method for multispectral satellite image classification. The proposed method learns a set of spatial filters that maximize class separability of binary support vector machine (SVM) through a gradient descent approach. Regularization issues are discussed in detail and a Frobenius-norm regularization is proposed to efficiently exclude uninformative filters coefficients. Experiments carried out on multiclass one-against-all classification and target detection show the capabilities of the learned spatial filters.

Caracterització radiològica i dosimètrica ambiental d'una planta de producció de fosfat bicàlcic

The production of dicalcium phosphate are included in the list of industries classified as NORM in Euratom 29/96. The aim of this study is to determine the con-centrations of specific flows and their variability over time of 226Ra, 210Pb and 210Po in the inputs and out-puts of the production process. Also classified areas of the plant and the workers according to the radio-logical risk and radiation protection measures have been proposed. The results show that the rock phos-phate has a high specific activity of the 226Rn, 210Po and 210Pb in secular equilibrium (1500-2000 Bq • kg-1) but the outputs of the process will distort the secu-lar equilibrium. The only shortfall is the flow balance of 226Ra, which accumulates in the process. The dis-tribution of the dose in the plant concentrates on the area of reactor tanks and slop pipes as regards exter-nal irradiation dose and the grinding zone, the area of packaging and loading area so respects dose inhaled. We propose a signaling areas, cleaning and replace-ment of old equipment in the facilities and radiological safety of the maintenance staff.

Evidence-based Economic Policy - Three Essays in Applied Microeconometrics

Over thirty years ago, Leamer (1983) - among many others - expressed doubts about the quality and usefulness of empirical analyses for the economic profession by stating that "hardly anyone takes data analyses seriously. Or perhaps more accurately, hardly anyone takes anyone else's data analyses seriously" (p.37). Improvements in data quality, more robust estimation methods and the evolution of better research designs seem to make that assertion no longer justifiable (see Angrist and Pischke (2010) for a recent response to Leamer's essay). The economic profes- sion and policy makers alike often rely on empirical evidence as a means to investigate policy relevant questions. The approach of using scientifically rigorous and systematic evidence to identify policies and programs that are capable of improving policy-relevant outcomes is known under the increasingly popular notion of evidence-based policy. Evidence-based economic policy often relies on randomized or quasi-natural experiments in order to identify causal effects of policies. These can require relatively strong assumptions or raise concerns of external validity. In the context of this thesis, potential concerns are for example endogeneity of policy reforms with respect to the business cycle in the first chapter, the trade-off between precision and bias in the regression-discontinuity setting in chapter 2 or non-representativeness of the sample due to self-selection in chapter 3. While the identification strategies are very useful to gain insights into the causal effects of specific policy questions, transforming the evidence into concrete policy conclusions can be challenging. Policy develop- ment should therefore rely on the systematic evidence of a whole body of research on a specific policy question rather than on a single analysis. In this sense, this thesis cannot and should not be viewed as a comprehensive analysis of specific policy issues but rather as a first step towards a better understanding of certain aspects of a policy question. The thesis applies new and innovative identification strategies to policy-relevant and topical questions in the fields of labor economics and behavioral environmental economics. Each chapter relies on a different identification strategy. In the first chapter, we employ a difference- in-differences approach to exploit the quasi-experimental change in the entitlement of the max- imum unemployment benefit duration to identify the medium-run effects of reduced benefit durations on post-unemployment outcomes. Shortening benefit duration carries a double- dividend: It generates fiscal benefits without deteriorating the quality of job-matches. On the contrary, shortened benefit durations improve medium-run earnings and employment possibly through containing the negative effects of skill depreciation or stigmatization. While the first chapter provides only indirect evidence on the underlying behavioral channels, in the second chapter I develop a novel approach that allows to learn about the relative impor- tance of the two key margins of job search - reservation wage choice and search effort. In the framework of a standard non-stationary job search model, I show how the exit rate from un- employment can be decomposed in a way that is informative on reservation wage movements over the unemployment spell. The empirical analysis relies on a sharp discontinuity in unem- ployment benefit entitlement, which can be exploited in a regression-discontinuity approach to identify the effects of extended benefit durations on unemployment and survivor functions. I find evidence that calls for an important role of reservation wage choices for job search be- havior. This can have direct implications for the optimal design of unemployment insurance policies. The third chapter - while thematically detached from the other chapters - addresses one of the major policy challenges of the 21st century: climate change and resource consumption. Many governments have recently put energy efficiency on top of their agendas. While pricing instru- ments aimed at regulating the energy demand have often been found to be short-lived and difficult to enforce politically, the focus of energy conservation programs has shifted towards behavioral approaches - such as provision of information or social norm feedback. The third chapter describes a randomized controlled field experiment in which we discuss the effective- ness of different types of feedback on residential electricity consumption. We find that detailed and real-time feedback caused persistent electricity reductions on the order of 3 to 5 % of daily electricity consumption. Also social norm information can generate substantial electricity sav- ings when designed appropriately. The findings suggest that behavioral approaches constitute effective and relatively cheap way of improving residential energy-efficiency.

Evolutionary patterns of MHC class II B in owls and their implications for the understanding of avian MHC evolution

Owing to its special mode of evolution and central role in the adaptive immune system, the major histocompatibility complex (MHC) has become the focus of diverse disciplines such as immunology, evolutionary ecology, and molecular evolution. MHC evolution has been studied extensively in diverse vertebrate lineages over the last few decades, and it has been suggested that birds differ from the established mammalian norm. Mammalian MHC genes evolve independently, and duplication history (i.e., orthology) can usually be traced back within lineages. In birds, this has been observed in only 3 pairs of closely related species. Here we report strong evidence for the persistence of orthology of MHC genes throughout an entire avian order. Phylogenetic reconstructions of MHC class II B genes in 14 species of owls trace back orthology over tens of thousands of years in exon 3. Moreover, exon 2 sequences from several species show closer relationships than sequences within species, resembling transspecies evolution typically observed in mammals. Thus, although previous studies suggested that long-term evolutionary dynamics of the avian MHC was characterized by high rates of concerted evolution, resulting in rapid masking of orthology, our results question the generality of this conclusion. The owl MHC thus opens new perspectives for a more comprehensive understanding of avian MHC evolution.

Clairvoyance de l'utilité et de la désirabilité sociales dans les situations d'évaluation

Résumé Le concept de clairvoyance normative (Py & Somat, 1991), qui a vu le jour dans la continuité des études sur la norme d'internalité (Beauvois, 1984), traduit la connaissance du caractère normatif ou contre-normatif d'un type de comportements ou d'un type de jugements. Un certain nombre de recherches semble alors attester que la clairvoyance normative participe à l'obtention d'une évaluation positive. Toutefois, ces différentes recherches font toutes fi de l'idée qu'il existerait deux dimensions de la valeur sociale : l'utilité sociale et la désirabilité sociale. La prise en compte de ces deux dimensions, surtout si l'on admet que les normes sociales ne renvoient pas toutes à la même dimension (Beauvois, 1995 ; Dubois & Beauvois, 2005 ; Dubois, 2005), vient alors quelque peu compliquer le modèle liant clairvoyance normative et évaluation positive car elle suggère que la clairvoyance de certaines normes aidera avant tout à être bien évalué sur le plan de l'utilité sociale alors que la clairvoyance d'autres normes participera davantage à être évalué favorablement sur le plan de la désirabilité sociale. Ces réflexions ont été à la base de ce travail de thèse et ont conduit à la réalisation de notre première étude. Les quelques résultats inattendus que nous avons obtenus nous ont cependant incité par la suite à reconsidérer la pertinence de rattacher la notion de clairvoyance à certains types de contenu (internalité, autosuffisance, etc.), ce qui nous a amené à la proposition de deux nouvelles notions : la clairvoyance de l'utilité sociale et la clairvoyance de la désirabilité sociale. C'est dans l'optique de valider cette proposition que deux nouvelles études ont alors été réalisées. Si celles-ci appuient dans leur ensemble l'idée que les clairvoyances de l'utilité et de la désirabilité sociales seraient des indicateurs plus performants d'une évaluation sociale positive que ne le seraient les clairvoyances des normes sociales de jugement, elles n'ont néanmoins pas manqué de soulever de nouvelles questions. Cela nous a ainsi mené, dans un troisième temps, à nous interroger sur ce qui détermine la valeur en jeu dans une situation d'évaluation. Nos trois dernières études ont été construites dans ce dessein et ont participé, en conclusion de ce travail, à étayer l'idée que la clairvoyance de la valeur sociale des jugements ne permettrait l'obtention d'une évaluation positive que si celle-ci va de pair avec une certaine clairvoyance de la valeur sociale des éléments constitutifs de la situation d'interaction. Abstract The concept of normative clearsightedness (Py & Somat, 1991), born in continuity with studies on the norm of internality (Beauvois, 1984), reflects the knowledge of the normative or counter-normative nature of a type of behaviour or a type of judgement. Several researches appear to show that normative clearsightedness helps to obtain a positive evaluation. However, none of these researches takes into account the idea that there might be two dimensions of social value: social utility and social desirability. Considering those two dimensions, especially if we accept that not all social norms refer to the same dimension (Beauvois, 1995; Dubois & Beauvois, 2005; Dubois, 2005), somehow complicates the model linking normative clearsightedness with a positive evaluation. It suggests indeed that while clearsightedness of some norms will help first of all to get a good evaluation on the dimension of social utility, clearsightedness of other norms will help above all to get a good evaluation on the dimension of social desirability. These considerations were the foundation of this work and led to our first study. However, we reached some unexpected results that prompted us thereafter to reconsider the pertinence to attach the notion of clearsightedness to particular types of content (internality, self-sufficiency, etc.), which led us to propose two new notions: clearsightedness of social utility and clearsightedness of social desirability. Two new studies were thus executed to challenge this proposal. While these researches support as a whole that clearsightedness of social utility and social desirability are better indicators of positive evaluation than clearsightedness of social norms of judgement, they also raised new questions, which led us, in a third time, to wonder about what will determine the dominating social value in an evaluative situation. Our last three studies were designed to this purpose and helped to support the idea, in conclusion of this work, that the clearsightedness of the social value of judgements would bring a positive evaluation only if this clearsightedness is combined with a kind of clearsightedness of the social value of elements constituting the interaction's situation.

Edge detection by selection of pieces of level lines

We propose an edge detector based on the selection of wellcontrasted pieces of level lines, following the proposal ofDesolneux-Moisan-Morel (DMM) [1]. The DMM edge detectorhas the problem of over-representation, that is, everyedge is detected several times in slightly different positions.In this paper we propose two modifications of the originalDMM edge detector in order to solve this problem. The firstmodification is a post-processing of the output using a generalmethod to select the best representative of a bundle of curves.The second modification is the use of Canny’s edge detectorinstead of the norm of the gradient to build the statistics. Thetwo modifications are independent and can be applied separately.Elementary reasoning and some experiments showthat the best results are obtained when both modifications areapplied together.

Peak and persistent excess of genetic diversity following an abrupt migration increase.

Genetic diversity is essential for population survival and adaptation to changing environments. Demographic processes (e.g., bottleneck and expansion) and spatial structure (e.g., migration, number, and size of populations) are known to shape the patterns of the genetic diversity of populations. However, the impact of temporal changes in migration on genetic diversity has seldom been considered, although such events might be the norm. Indeed, during the millions of years of a species' lifetime, repeated isolation and reconnection of populations occur. Geological and climatic events alternately isolate and reconnect habitats. We analytically document the dynamics of genetic diversity after an abrupt change in migration given the mutation rate and the number and sizes of the populations. We demonstrate that during transient dynamics, genetic diversity can reach unexpectedly high values that can be maintained over thousands of generations. We discuss the consequences of such processes for the evolution of species based on standing genetic variation and how they can affect the reconstruction of a population's demographic and evolutionary history from genetic data. Our results also provide guidelines for the use of genetic data for the conservation of natural populations.

Pathogen-induced hatching and population-specific life-history response to water-borne cues in brown trout (Salmo trutta)

Hatching is an important niche shift, and embryos in a wide range of taxa can either accelerate or delay this life-history switch in order to avoid stage-specific risks. Such behavior can occur in response to stress itself and to chemical cues that allow anticipation of stress. We studied the genetic organization of this phenotypic plasticity and tested whether there are differences among populations and across environments in order to learn more about the evolutionary potential of stress-induced hatching. As a study species, we chose the brown trout (Salmo trutta; Salmonidae). Gametes were collected from five natural populations (within one river network) and used for full-factorial in vitro fertilizations. The resulting embryos were either directly infected with Pseudomonas fluorescens or were exposed to waterborne cues from P. fluorescens-infected conspecifics. We found that direct inoculation with P. fluorescens increased embryonic mortality and induced hatching in all host populations. Exposure to waterborne cues revealed population-specific responses. We found significant additive genetic variation for hatching time, and genetic variation in trait plasticity. In conclusion, hatching is induced in response to infection and can be affected by waterborne cues of infection, but populations and families differ in their reaction to the latter.

Condom use with steady partners among heterosexual people living with HIV in Europe: testing the information-motivation-behavioral skills model.

Guided by a modified information-motivation-behavioral skills model, this study identified predictors of condom use among heterosexual people living with HIV with their steady partners. Consecutive patients at 14 European HIV outpatient clinics received an anonymous, standardized, self-administered questionnaire between March and December 2007. Data were analyzed using descriptive statistics and two-step backward elimination regression analyses stratified by gender. The survey included 651 participants (n = 364, 56% women; n = 287, 44%). Mean age was 39 years for women and 43 years for men. Most had acquired HIV sexually and more than half were in a serodiscordant relationship. Sixty-three percent (n = 229) of women and 59% of men (n = 169) reported at least one sexual encounter with a steady partner 6 months prior to the survey. Fifty-one percent (n = 116) of women and 59% of men (n = 99) used condoms consistently with that partner. In both genders, condom use was positively associated with subjective norm conducive to condom use, and self-efficacy to use condoms. Having a partner whose HIV status was positive or unknown reduced condom use. In men, higher education and knowledge about condom use additionally increased condom use, while the use of erectile-enhancing medication decreased it. For women, HIV disclosure to partners additionally reduced the likelihood of condom use. Positive attitudes to condom use and subjective norm increased self-efficacy in both genders, however, a number of gender-related differences appeared to influence self-efficacy. Service providers should pay attention to the identified predictors of condom use and adopt comprehensive and gender-related approaches for preventive interventions with people living with HIV.

Focused time-lapse inversion of radio and audio magnetotelluric data

Geoelectrical techniques are widely used to monitor groundwater processes, while surprisingly few studies have considered audio (AMT) and radio (RMT) magnetotellurics for such purposes. In this numerical investigation, we analyze to what extent inversion results based on AMT and RMT monitoring data can be improved by (1) time-lapse difference inversion; (2) incorporation of statistical information about the expected model update (i.e., the model regularization is based on a geostatistical model); (3) using alternative model norms to quantify temporal changes (i.e., approximations of l(1) and Cauchy norms using iteratively reweighted least-squares), (4) constraining model updates to predefined ranges (i.e., using Lagrange Multipliers to only allow either increases or decreases of electrical resistivity with respect to background conditions). To do so, we consider a simple illustrative model and a more realistic test case related to seawater intrusion. The results are encouraging and show significant improvements when using time-lapse difference inversion with non l(2) model norms. Artifacts that may arise when imposing compactness of regions with temporal changes can be suppressed through inequality constraints to yield models without oscillations outside the true region of temporal changes. Based on these results, we recommend approximate l(1)-norm solutions as they can resolve both sharp and smooth interfaces within the same model. (C) 2012 Elsevier B.V. All rights reserved.

Technologies of birth and models of midwifery care

This article is based on a study of a reform in the organisation of maternity services in the United Kingdom, which aimed towards developing a more woman-centred model of care. After decades of fragmentation and depersonalisation of care, associated with the shift of birth to a hospital setting, pressure by midwives and mothers prompted government review and a relatively radical turnaround in policy. However, the emergent model of care has been profoundly influenced by concepts and technologies of monitoring. The use of such technologies as ultrasound scans, electronic foetal monitoring and oxytocic augmentation of labour, generally supported by epidural anaesthesia for pain relief, have accompanied the development of a particular ecological model of birth – often called active management –, which is oriented towards the idea of an obstetric norm. Drawing on analysis of women’s narrative accounts of labour and birth, this article discusses the impact on women’s embodiment in birth, and the sources of information they use about the status of their own bodies, their labour and that of the child. It also illustrates how the impact on women’s experiences of birth may be mediated by a relational model of support, through the provision of caseload midwifery care.

Aitchison Geometry for Probability and Likelihood as a new approach to mathematical statistics

The Aitchison vector space structure for the simplex is generalized to a Hilbert space structure A2(P) for distributions and likelihoods on arbitrary spaces. Centralnotations of statistics, such as Information or Likelihood, can be identified in the algebraical structure of A2(P) and their corresponding notions in compositional data analysis, such as Aitchison distance or centered log ratio transform.In this way very elaborated aspects of mathematical statistics can be understoodeasily in the light of a simple vector space structure and of compositional data analysis. E.g. combination of statistical information such as Bayesian updating,combination of likelihood and robust M-estimation functions are simple additions/perturbations in A2(Pprior). Weighting observations corresponds to a weightedaddition of the corresponding evidence.Likelihood based statistics for general exponential families turns out to have aparticularly easy interpretation in terms of A2(P). Regular exponential families formfinite dimensional linear subspaces of A2(P) and they correspond to finite dimensionalsubspaces formed by their posterior in the dual information space A2(Pprior).The Aitchison norm can identified with mean Fisher information. The closing constant itself is identified with a generalization of the cummulant function and shown to be Kullback Leiblers directed information. Fisher information is the local geometry of the manifold induced by the A2(P) derivative of the Kullback Leibler information and the space A2(P) can therefore be seen as the tangential geometry of statistical inference at the distribution P.The discussion of A2(P) valued random variables, such as estimation functionsor likelihoods, give a further interpretation of Fisher information as the expected squared norm of evidence and a scale free understanding of unbiased reasoning

Le mariage à l'épreuve: les défis du partenariat de même sexe et de la procréation médicalement assistée en Suisse

Afin de rendre compte des luttes de?finitionnelles qui visent a? transformer ou a? pre?server le sens du mariage en tant qu?institution de l?he?te?rosexualite?, cet article examine deux de?bats cle?s qui ont re?cemment mis a? l?e?preuve l?institution du mariage en Suisse : l?institutionnalisation juridique des couples de me?me sexe avec l?adoption de la loi fe?de?rale sur le partenariat et la pre?servation du sche?ma familial he?te?rosexuel avec la loi fe?de?rale sur la procre?ation me?dicalement assiste?e. Ce texte de?fend que pour saisir l?e?volution du sens politique accorde? au mariage et a? la famille dans les de?bats sur le partenariat homosexuel, il convient d?e?tudier le processus d?institutionnalisation des couples homosexuels dans une temporalite? longue prenant place sur diffe?rentes sce?nes le?gislatives. This article examines how the heteronormative norm embedded in the institution of marriage has been put into question through the legal recognition of same sex couples and the access to assisted reproductive technologies in Switzerland. The paper shows that assessing the transformation of the meaning scheme attributed to the marriage and the family in the ongoing political debates on same-sex couples is enhanced by a diachronic analytical perspective focused on the different regulatory scenes, where the debate has taken place.

Rate of convergence of a particle method to the solution of the Mc Kean-Vlasov's equation

This paper studies the rate of convergence of an appropriatediscretization scheme of the solution of the Mc Kean-Vlasovequation introduced by Bossy and Talay. More specifically,we consider approximations of the distribution and of thedensity of the solution of the stochastic differentialequation associated to the Mc Kean - Vlasov equation. Thescheme adopted here is a mixed one: Euler/weakly interactingparticle system. If $n$ is the number of weakly interactingparticles and $h$ is the uniform step in the timediscretization, we prove that the rate of convergence of thedistribution functions of the approximating sequence in the $L^1(\Omega\times \Bbb R)$ norm and in the sup norm is of theorder of $\frac 1{\sqrt n} + h $, while for the densities is ofthe order $ h +\frac 1 {\sqrt {nh}}$. This result is obtainedby carefully employing techniques of Malliavin Calculus.

L'autonomie obligatoire : analyse sociologique des dispositifs scolaires de l'autonomie

La thèse traite des injonctions à l'autonomie dans le champ scolaire et des pratiques destinées à favoriser son développement chez les élèves. Elle se base sur une enquête ethnographique réalisée dans une école primaire genevoise, réunissant des observations menées durant deux ans et demi dans des classes allant de la 2° enfantine à la 3e primaire (2P-5P, selon HARMOS) et des entretiens d'enseignants, complétée par des observations dans les familles et des entretiens d'enfants et de leurs parents. Elle met en évidence le paradoxe auquel sont quotidiennement confrontés les enseignants qui doivent amener les élèves à découvrir et s'approprier les savoirs et les règles scolaires de manière autonome, tout en encadrant leurs pratiques afin que ceux-ci se conforment aux attentes de l'institution scolaire. La notion de dispositif, en tant qu'échelle intermédiaire d'analyse (Bonnéry, 2009), rend possible l'articulation des niveaux macro- et micro-sociologique dans l'analyse des pratiques. L'analyse des dispositifs scolaires de l'autonomie considère la traduction de la norme d'autonomie et des injonctions institutionnelles dans les pratiques individuelles. L'autonomie est ici définie comme un principe de socialisation, sur le mode de l'engagement : les dispositifs scolaires de l'autonomie visent à amener les élèves à choisir, vouloir, aimer ce que l'institution scolaire leur demande. Cette analyse permet de dégager plusieurs types de dispositifs et surtout de mettre en lumière leurs contradictions internes lorsque ne sont pas perçues ou partagées par les acteurs les attentes implicites ou explicites contenues dans les dispositifs. L'analyse des dispositifs porte également, dans une perspective plus interactionniste, sur les stratégies individuelles de gestion des contradictions et la retraduction des normes par les acteurs. Les dispositifs sont alors examinés sous l'angle des processus d'étiquetage réalisé par les enseignants et des formes de déviances qu'ils font apparaître chez les élèves et les parents. - The thesis deals with injunctions to autonomy in the field of education and practices used to facilitate its development in students. It is based on an ethnographic survey in Geneva elementary school, bringing together observations made during two and a half years in classes ranging from 2P to 5P (according HARMOS), interviews with teachers, observations in families and interviews with children and their parents. It highlights the paradox that teachers are daily confronted to, as they should encourage students to discover and acquire the knowledge and school rules independently, while framing their practices so that they conform to the expectations of the educational institution. The concept of dispositif as an intermediary level of analysis (Bonnéry, 2009) makes possible the articulation of the macro- and micro-sociological analysis in practices. The analysis of pedagogic dispositives considers the translation of the norm of autonomy and institutional injunctions in individual practices. In this perspective, autonomy is defined as principle of socialization, on the mode of engagement : pedagogic autonomy dispositives designed to encourage students to choose, want, love what institution demands. This analysis identifies several types of dispositives and highlights their internal contradictions when actors do not share expectations. In a more interactionnist perspective, the analysis also includes individual strategies to deal with contradictions and the retranslation of norms by actors. The dispositives are then examined in term of the labelling process conducted by teachers and forms of deviance among students and parents.