Covariance profiles: a signature representation for object sets

We consider the problem of extracting a signature representation of similar entities employing covariance descriptors. Covariance descriptors can efficiently represent objects and are robust to scale and pose changes. We posit that covariance descriptors corresponding to similar objects share a common geometrical structure which can be extracted through joint diagonalization. We term this diagonalizing matrix as the Covariance Profile (CP). CP can be used to measure the distance of a novel object to an object set through the diagonality measure. We demonstrate how CP can be employed on images as well as for videos, for applications such as face recognition and object-track clustering.

Wind speed prediction using spatio-temporal covariance

High wind poses a number of hazards in different areas such as structural safety, aviation, and wind energy-where low wind speed is also a concern, pollutant transport, to name a few. Therefore, usage of a good prediction tool for wind speed is necessary in these areas. Like many other natural processes, behavior of wind is also associated with considerable uncertainties stemming from different sources. Therefore, to develop a reliable prediction tool for wind speed, these uncertainties should be taken into account. In this work, we propose a probabilistic framework for prediction of wind speed from measured spatio-temporal data. The framework is based on decompositions of spatio-temporal covariance and simulation using these decompositions. A novel simulation method based on a tensor decomposition is used here in this context. The proposed framework is composed of a set of four modules, and the modules have flexibility to accommodate further modifications. This framework is applied on measured data on wind speed in Ireland. Both short-and long-term predictions are addressed.

Simulating dynamic covariance structures for testing the adaptive behavior of variable selection algorithms (Invited Paper)

Variable selection for regression is a classical statistical problem, motivated by concerns that too large a number of covariates may bring about overfitting and unnecessarily high measurement costs. Novel difficulties arise in streaming contexts, where the correlation structure of the process may be drifting, in which case it must be constantly tracked so that selections may be revised accordingly. A particularly interesting phenomenon is that non-selected covariates become missing variables, inducing bias on subsequent decisions. This raises an intricate exploration-exploitation tradeoff, whose dependence on the covariance tracking algorithm and the choice of variable selection scheme is too complex to be dealt with analytically. We hence capitalise on the strength of simulations to explore this problem, taking the opportunity to tackle the difficult task of simulating dynamic correlation structures. © 2008 IEEE.

Streaming covariance selection with applications to adaptive querying in sensor networks

Sensor networks can be naturally represented as graphical models, where the edge set encodes the presence of sparsity in the correlation structure between sensors. Such graphical representations can be valuable for information mining purposes as well as for optimizing bandwidth and battery usage with minimal loss of estimation accuracy. We use a computationally efficient technique for estimating sparse graphical models which fits a sparse linear regression locally at each node of the graph via the Lasso estimator. Using a recently suggested online, temporally adaptive implementation of the Lasso, we propose an algorithm for streaming graphical model selection over sensor networks. With battery consumption minimization applications in mind, we use this algorithm as the basis of an adaptive querying scheme. We discuss implementation issues in the context of environmental monitoring using sensor networks, where the objective is short-term forecasting of local wind direction. The algorithm is tested against real UK weather data and conclusions are drawn about certain tradeoffs inherent in decentralized sensor networks data analysis. © 2010 The Author. Published by Oxford University Press on behalf of The British Computer Society. All rights reserved.

Destin ou Destinée dans un contexte de fragmentation psychologique et sociale chez des jeunes mineurs isolés, immigrés d’Afrique Noire

Résumé: Cet article questionne la vision psychodynamique et psychosociale dans le parcours de vie de jeunes immigrés africains, vulnérables, placés en Maison d’Enfants à Caractère Social. Ce placement propose une formation professionnelle ou la poursuite des études, formations indispensables pour rester en France à condition de disposer de papiers en règle. La problématique de la fragmentation psychique et sociale chez ces jeunes dont le processus développemental est marqué par l’exil sera interrogée au regard des concepts tels que Destin et Destinée. Cette dernière sera aussi questionnée à la lumière du rôle et de la valeur du travail chez ces jeunes évoluant dans un nouveau contexte socio-économico-culturel qui tend à les stigmatiser. Par l’intermédiaire des données verbales et non verbales issues d’entretiens psychologiques, d’un groupe de parole et d’une grille d’observation inspirée d’un questionnaire, nous proposons une analyse des trajectoires personnelles au regard d’un processus d’identification. Cette analyse permet déjà d’aller au-delà des caractéristiques individuelles et de mettre en exergue le rôle capital qu’incarne le travail pour asseoir une identité sociale et sortir de l’état intemporel d’exil

La souffrance émotionnelle des personnels d’intervention : résultats préliminaires de l’étude sur la santé et la qualité de vie au travail dans les métiers du secteur de l’aide et du soin à domicile

Resumen: La prolongación de la edad y el aumento de la expectativa de vida han hecho surgir nuevas necesidades de atención para las personas ancianas y ello ha inducido a la ampliación de las prestaciones de servicios a domicilio. En este sentido, el trabajo de estos profesionales de intervención a domicilio, así como sus misiones, están en plena mutación. Es un sector con dificultades, debido a la dificultad de reclutar un personal especializado y al absentismo inquietante. Después de un análisis sobre el estado de este sector de la profesión en el que se establece la diferencia entre el enfoque físico y el psicológico sobre la salud, nuestra reflexión se centra en los riesgos psicosociales de esta población de profesionales. Se presentan los resultados preliminares de la investigación realizada con una muestra de 38 personas que ejercían laboralmente en este sector. Emerge la expresión de un sufrimiento emocional, en la que el aislamiento de los participantes es uno de los factores que caracterizan los oficios identificados con una fuerte dimensión relacional con personas vulnerables. La dimensión asistencial del trabajo se presenta como fuente de satisfacción del oficio pero, a su vez, puede conducir a una dificultad de gestionar acontecimientos no previstos

A (des)confiança do cidadão no Poder Legislativo e a qualidade da democracia no Brasil

Apresenta reflexões sobre a democracia brasileira, abordando a representação, o impacto da imagem do Poder Legislativo sobre a participação popular e os efeitos dessas relações sobre a qualidade do regime democrático vivenciado. Enfoca a correlação entre a confiança da população no poder constituído, o pleno exercício da cidadania e o fortalecimento da democracia, enfatizando o papel da educação cidadã nesse processo.

Développement des méthodes de stabilisation pour la conception des circuits hyperfréquences : application à l'optimisation d'un amplificateur de puissance spatial

209 p. : graf.

De L'abus des nuditez de gorge

Tratando-se de obra anônima, De l'abus des nuditez gorge - diz o aviso "do impressor ao leitor" - foi ditada pelo zelo e piedade de um fidalgo francês que, passando por Flandres e vendo a maioria das mulheres se apresentarem com o colo e os ombros nus e assim se aproximarem do confessionário e até da mesa da comunhão, afirmou que se escandalizara bastante com este costume e prometeu enviar àquele país uma mensagem para mostrar o abuso e o desregramento de tal atitude. Assim, é atribuída a dois autores: Jacques Boileau (1635-1716) e Foulques de Neuilly (m. 1201). Foi catalogada pela Livrary of Congress sob o nome do primeiro, mas como assinala Barbier, é mais provável que tenha sido escrita por Foluques de Neuily, pároco de Beavais. Jacques Boileau foi um erudito francês, doutorado pela Sorbonne e autor de numerosas pequenas obras, todas em latim e sobre questões curiosas de teologia. Suas obras são, na maior parte, anônimas ou pseudônimas.

Les crimes des empereurs d'Allemagne, depuis Lothaire I jusqu'à Leopold II, avec cinq gravures

Louis Marie Prudhomm nasceu em Lyon em 1752 e morreu em Paris em 1830. Entre os anos de 1787 e 1789, morando em Paris, publicou um número incalculável de panfletos revolucionários, entre os quais destaca-se ‘Résume des cahiers de doléances des bailliages pour les deputés des trois ordres aux etats géneraux’, em 1789. Pouco antes da queda da Bastilha, publicou ‘Las Revoluciones de Paris’. Em 1799, tornou-se impressor e livreiro. Entre suas inúmeras obras se encontram ‘Les crimes des reines de France’; ‘Les crimes des rois de France’; ‘Les crimes des Papes’; ‘Les crimes des empereurs d'Allemagne’, todas publicadas em 1793; ‘Histoire impartiale des révolutions de France depuis la mort de Louis XV’, publicada entre 1824 e 1825; e ‘Repertoire universel, historique, biographique des femmes célebres’, publicada entre 1826 e 1827. De acordo com a ‘Enciclopédia Universal Ilustrada’, há dúvidas quanto à autoria da obra ‘Les crimes des empereurs d'Allemagne’ aventando-se a possibilidade de o literato e político francês, Louis de La Vicomtérie de Saint-Samson ser seu autor