Priors Stabilizers and Basis Functions: From Regularization to Radial, Tensor and Additive Splines

We had previously shown that regularization principles lead to approximation schemes, as Radial Basis Functions, which are equivalent to networks with one layer of hidden units, called Regularization Networks. In this paper we show that regularization networks encompass a much broader range of approximation schemes, including many of the popular general additive models, Breiman's hinge functions and some forms of Projection Pursuit Regression. In the probabilistic interpretation of regularization, the different classes of basis functions correspond to different classes of prior probabilities on the approximating function spaces, and therefore to different types of smoothness assumptions. In the final part of the paper, we also show a relation between activation functions of the Gaussian and sigmoidal type.

Partial disjoint path for multi-layer protection in GMPLS networks

In this paper, different recovery methods applied at different network layers and time scales are used in order to enhance the network reliability. Each layer deploys its own fault management methods. However, current recovery methods are applied to only a specific layer. New protection schemes, based on the proposed partial disjoint path algorithm, are defined in order to avoid protection duplications in a multi-layer scenario. The new protection schemes also encompass shared segment backup computation and shared risk link group identification. A complete set of experiments proves the efficiency of the proposed methods in relation with previous ones, in terms of resources used to protect the network, the failure recovery time and the request rejection ratio

Perfil Logístico de Colombia - Sector Farmacéutico

Hoy en día, la competitividad del sector logístico de un país constituye una de las bases para capitalizar las nuevas oportunidades de negocio que actualmente ofrecen los mercados internacionales. Sin embargo, la compleja infraestructura de Colombia sumado a las extensas cadenas de suministro de algunos de los principales sectores que conforman la economía nacional, no solo han afectado el desempeño del sector logístico colombiano, sino también han impedido que numerosas empresas colombianas logren aprovechar los 13 acuerdos comerciales vigentes entre Colombia y más de 50 países del continente americano y europeo. Este es el caso del sector farmacéutico colombiano, donde la complejidad del sector logístico nacional ha impedido en algunos casos, cumplir con los requerimientos del cliente, optimizar los tiempos de respuesta y disminuir los costos de distribución demandados por la industria. En este contexto, la investigación que nos compete describe de manera inicial y a través de indicadores macroeconómicos, la realidad del sector farmacéutico a nivel nacional e internacional. Posteriormente, los indicadores de productividad y competitividad de la industria farmacéutica nacional son abordados mediante el análisis de todas las actividades demandadas por cada uno de los eslabones que conforman la cadena de suministros del sector. Adicionalmente, el estudio comprende las problemáticas actuales del sector farmacéutico nacional y un caso de estudio relacionado con los costos que demandaría la exportación de un producto farmacéutico hacia el mercado internacional. Finalmente, mediante la opinión directa de 20 laboratorios farmacéuticos nacionales e internacionales, la presente investigación le brinda al lector un acercamiento hacia la realidad que atraviesa la industria farmacéutica colombiana en cuanto a la competitividad de sus procesos logísticos.

Self-medication and related terms: a conceptual reflection

Introduction: self-medication has become a growing practice in the world population. This phenomenon has been promoted as a form of self-care, with a positive impact on reducing spending in health systems, however there is concern about the potential negative effects related to inadequate diagnosis and treatment, which can affect health of individuals. This dual perception of the phenomenon is partly related to a variety of terms and concepts used, that make difficult its theoretical and empirical approach. Harmonization of the definitions involved is required in order to make adequate epidemiological comparisons. Objectives: analyze the concept of self medication and related terms from the definitions in the literature of the subject. Conclusions: in the last four decades it has been an evolution of both the wording and the definitions related to self-medication, from a very simple concept that implies the absence of prescription, to more complex ones that encompass very diverse behaviors, even those mediated by an act of prescription but not followed or not completed by the patient. Additionally the conceptual proliferation seen, justify the ordering of the terms related to self-medication. This paper presents a proposal for classification in four groups: a. self-medication, b. self care, c. pharmaceutical preparations and medicines, and d. prescription. This proposal should facilitate the exploration and analysis of the phenomenon and allow future theoretical approaches.

Cultura e innovación en empresas con relaciones de cooperación inter organizacional

Un gran número de empresas están inmersas actualmente en espacios de mercado conocidos y saturados de competidores. La innovación constituye una de las principales alternativas de las empresas para encontrar su posicionamiento estratégico y adaptarse a los cambios del entorno (Kim & Mauborgne, 2005). Igualmente, Demirci (2013) asegura que la cultura es un factor clave en la innovación, dado que está fuertemente asociada con los valores, actitudes, comportamientos y prácticas organizacionales. Esta investigación abarca el estudio de la cultura organizacional y la innovación en el marco de estrategias de cooperación inter-organizacional donde se plantea que el grado de cooperación que existe entre las empresas tiene un efecto sobre los valores culturales y la incorporación de innovaciones en cada organización. Para esto se llevó a cabo una investigación cuantitativa con un alcance de tipo descriptivo y de carácter no experimental y trans seccional, cuya unidad de análisis fueron 20 empresas de la red ParqueSoft Manizales. Para la medición de las variables de innovación se aplicó un instrumento basado en el Manual de Oslo de la OECD y Eurostat (2005) el cual contempla la innovación de producto, proceso, mercadotecnia y organización. A nivel de los valores culturales, la medición se realizó a través de un cuestionario inspirado en el modelo de Hofstede (1980). Los resultados obtenidos permiten demostrar que existe un grado de relación entre la cooperación y los valores culturales ‘distancia al poder’ y ‘tolerancia a la incertidumbre´, sin poder determinar la relación con la generación de innovación de producto, proceso, mercadotecnia y organización, así como con las otras dimensiones del modelo de valores de Hofstede.

ARTINTEC S.A.S.: propuestas interactivas con contenido educativo

ArtInTec es una organización creativa que ofrece servicios complementarios de apoyo pedagógico mediante instalaciones artísticas que integran arte y tecnología, unión que permite abarcar tres conceptos fundamentales: interactividad, lograda a través de herramientas tecnológicas convencionales y no convencionales; experiencias cognitivas significativas, mediante la generación de procesos de aprendizaje innovadores que permitan la construcción de saberes de trascendencia, y desarrollo de contenidos de diferentes temáticas que fortalezcan el aprendizaje. En su primera etapa, ArtInTec estará enfocada en el diseño, producción, comercialización, divulgación y venta de servicios transversales de apoyo pedagógico que impliquen la intermediación del arte y la tecnología, partiendo del concepto de instalación artística como género del arte contemporáneo que utiliza directamente el espacio de exposición como escenario para ser transitado por el espectador, logrando así una experiencia interactiva. Los tres servicios comparten características que se constituyen como columna vertebral de su naturaleza: tienen un objetivo altamente pedagógico, las temáticas son desarrolladas previo consenso entre la institución y ArtInTec, su componente artístico es el hilo conductor de la experiencia y se desarrollan en las instalaciones de la institución contratante. A continuación se enuncia cada uno de los servicios ofrecidos: a. Taller asistido por nuevas tecnologías. b. Instalación interactiva en gran formato. c. Instalación interactiva para dispositivos móviles.

De la planificación a la gestión: Implementación de modelos de ocupación en el territorio. Caso de estudio: Zona norte de Bogotá

Las políticas públicas de ordenamiento territorial contienen múltiples implicaciones. Por un lado, definen visiones de ocupación sobre el territorio y, por el otro, establecen mecanismos para su consecución. La zona norte de Bogotá permanece a la espera de un modelo que permita su ocupación con fines urbanos. La presente investigación presenta las implicaciones y caminos desde los cuáles se ha buscado sustentar las posiciones sobre la ocupación de la zona, como las contraposiciones existentes sobre el modelo de ciudad con el que se asocia. La expansión de la ciudad pone de relieve las discusiones sobre lo que debe ser una ciudad, y cambian en el tiempo de la mano con los discursos, intereses e ideologías dominantes.

A segurança nas actividades de ar livre e de aventura

RESUMO: A temática da segurança é uma das preocupações principais da sociedade actual. Dentro deste tema que é estudado nas mais diversas áreas da sociedade, a sua aplicação nas actividades de ar livre e de aventura é uma questão fundamental. As atividades de ar livre e de aventura caracterizam-se por um meio incerto, onde é importante o domínio das técnicas e aplicação das regras de segurança. É certo que cada vez existem mais praticantes das actividades de ar livre e de aventura, o aumento dos praticantes faz-se ao nivel desportivo, recreativo ou de lazer. O turismo de aventura está em crescimento em todo o mundo ocidental, sendo cada vez mais importante estudar o risco e a segurança nestas actividades. Sabemos que um dos locais mais importantes para trabalhar o risco e a segurança é ao nivel da escola, sendo o objectivo deste estudo verificar se a preocupação com a segurança está presente nos programas leccionados. Este estudo procurou identificar vários modelos de gestão de risco e verificar se estes seriam abordados nos três programas. Todas as entidades falam em segurança, diminuição do risco mas é importante clarificar o conceito e estudar se existe uma efectiva preocupação com esta questão. Este estudo procura enquadrar e discutir vários modelos de gestão de risco, verificando se essa existência está presente nos programas de EF, nos do Desporto Escolar e nos da ULHT. ABSTRACT: Security is a major concern of nowadays society. Within this subject that is studied in various areas of society, its applications in outdoor activities and adventure are a key issue. Outdoor activities and adventure are characterized by an uncertain environment, where it is important to master the techniques and application of safety rules. It is true that every day there are more people practicing outdoor activities and adventure, this increase is at the level of sport, recreation or leisure. Adventure tourism is growing throughout the Western world, and as so, it is increasingly important to study the risk and safety in these activities. We know that one of the most important places to study risk and safety is at school level, aiming to verify if security is present in the taught programs. This study sought to identify several models of risk management and verify if these would be addressed in the three programs. António Pedro Raposo Marques Vidal A SEGURANÇA NAS ACTIVIDADES DE AR LIVRE E DE AVENTURA 6 Many entities talk about safety and risk reduction, but it is important to clarify the concept and it is important to study if there is a real concern with this issue. This study seeks to encompass and discuss various models of risk management, ensuring that they are present in the programs of Physical Education in Sports School and the ULHT.

La negociación política del Tratado de Libre Comercio entre Estados Unidos y los países andinos (Tema Central)

El artículo presenta algunos elementos que permiten constatar que la negociación para la firma de un Tratado de Libre Comercio va más allá del tema comercial y se inscribe, tarrlbién, en una esfera política. Para esto la autora analiza lo que han sido las negociaciones para la firma del TLC entre Estados Unidos y los países andinos, señalando que en esta otra "negociación política" se ven involucrados diversos actores como empresas, ONG's, organizaciones de trabajadores, entre otros.

Collaborative eLearning Assistant Network: caring agents are conscious agents

Would a research assistant - who can search for ideas related to those you are working on, network with others (but only share the things you have chosen to share), doesn’t need coffee and who might even, one day, appear to be conscious - help you get your work done? Would it help your students learn? There is a body of work showing that digital learning assistants can be a benefit to learners. It has been suggested that adaptive, caring, agents are more beneficial. Would a conscious agent be more caring, more adaptive, and better able to deal with changes in its learning partner’s life? Allow the system to try to dynamically model the user, so that it can make predictions about what is needed next, and how effective a particular intervention will be. Now, given that the system is essentially doing the same things as the user, why don’t we design the system so that it can try to model itself in the same way? This should mimic a primitive self-awareness. People develop their personalities, their identities, through interacting with others. It takes years for a human to develop a full sense of self. Nobody should expect a prototypical conscious computer system to be able to develop any faster than that. How can we provide a computer system with enough social contact to enable it to learn about itself and others? We can make it part of a network. Not just chatting with other computers about computer ‘stuff’, but involved in real human activity. Exposed to ‘raw meaning’ – the developing folksonomies coming out of the learning activities of humans, whether they are traditional students or lifelong learners (a term which should encompass everyone). Humans have complex psyches, comprised of multiple strands of identity which reflect as different roles in the communities of which they are part – so why not design our system the same way? With multiple internal modes of operation, each capable of being reflected onto the outside world in the form of roles – as a mentor, a research assistant, maybe even as a friend. But in order to be able to work with a human for long enough to be able to have a chance of developing the sort of rich behaviours we associate with people, the system needs to be able to function in a practical and helpful role. Unfortunately, it is unlikely to get a free ride from many people (other than its developer!) – so it needs to be able to perform a useful role, and do so securely, respecting the privacy of its partner. Can we create a system which learns to be more human whilst helping people learn?

Estimating the spatial scales of regionalized variables by nested sampling, hierarchical analysis of variance and residual maximum likelihood

The variogram is essential for local estimation and mapping of any variable by kriging. The variogram itself must usually be estimated from sample data. The sampling density is a compromise between precision and cost, but it must be sufficiently dense to encompass the principal spatial sources of variance. A nested, multi-stage, sampling with separating distances increasing in geometric progression from stage to stage will do that. The data may then be analyzed by a hierarchical analysis of variance to estimate the components of variance for every stage, and hence lag. By accumulating the components starting from the shortest lag one obtains a rough variogram for modest effort. For balanced designs the analysis of variance is optimal; for unbalanced ones, however, these estimators are not necessarily the best, and the analysis by residual maximum likelihood (REML) will usually be preferable. The paper summarizes the underlying theory and illustrates its application with data from three surveys, one in which the design had four stages and was balanced and two implemented with unbalanced designs to economize when there were more stages. A Fortran program is available for the analysis of variance, and code for the REML analysis is listed in the paper. (c) 2005 Elsevier Ltd. All rights reserved.

Estimating the spatial scales of regionalized variables by nested sampling, hierarchical analysis of variance and residual maximum likelihood

The variogram is essential for local estimation and mapping of any variable by kriging. The variogram itself must usually be estimated from sample data. The sampling density is a compromise between precision and cost, but it must be sufficiently dense to encompass the principal spatial sources of variance. A nested, multi-stage, sampling with separating distances increasing in geometric progression from stage to stage will do that. The data may then be analyzed by a hierarchical analysis of variance to estimate the components of variance for every stage, and hence lag. By accumulating the components starting from the shortest lag one obtains a rough variogram for modest effort. For balanced designs the analysis of variance is optimal; for unbalanced ones, however, these estimators are not necessarily the best, and the analysis by residual maximum likelihood (REML) will usually be preferable. The paper summarizes the underlying theory and illustrates its application with data from three surveys, one in which the design had four stages and was balanced and two implemented with unbalanced designs to economize when there were more stages. A Fortran program is available for the analysis of variance, and code for the REML analysis is listed in the paper. (c) 2005 Elsevier Ltd. All rights reserved.

Space-efficient Indexing of Chess Endgame Tables

Chess endgame tables should provide efficiently the value and depth of any required position during play. The indexing of an endgame’s positions is crucial to meeting this objective. This paper updates Heinz’ previous review of approaches to indexing and describes the latest approach by the first and third authors. Heinz’ and Nalimov’s endgame tables (EGTs) encompass the en passant rule and have the most compact index schemes to date. Nalimov’s EGTs, to the Distance-to-Mate (DTM) metric, require only 30.6 × 10^9 elements in total for all the 3-to-5-man endgames and are individually more compact than previous tables. His new index scheme has proved itself while generating the tables and in the 1999 World Computer Chess Championship where many of the top programs used the new suite of EGTs.

Space-efficient indexing of endgame tables for chess

Chess endgame tables should provide efficiently the value and depth of any required position during play. The indexing of an endgame’s positions is crucial to meeting this objective. This paper updates Heinz’ previous review of approaches to indexing and describes the latest approach by the first and third authors. Heinz’ and Nalimov’s endgame tables (EGTs) encompass the en passant rule and have the most compact index schemes to date. Nalimov’s EGTs, to the Distance-to-Mate (DTM) metric, require only 30.6 × 109 elements in total for all the 3-to-5-man endgames and are individually more compact than previous tables. His new index scheme has proved itself while generating the tables and in the 1999 World Computer Chess Championship where many of the top programs used the new suite of EGTs.

Resilience or resistance? The value of subject knowledge for drama teachers

This paper reports on research undertaken by the author into what secondary school drama teachers think they need to possess in terms of subject knowledge in order to operate effectively as subject specialists. ‘Subject knowledge’ is regarded as being multi faceted and the paper reports on how drama teachers prioritise its different aspects. A discussion of what ‘subject knowledge’ may be seen to encompass reveals interesting tensions between aspects of professional knowledge that are prescribed by statutory dictate and local context, and those that are valued by individual teachers and are manifest in their construction of a professional identity. The paper proposes that making judgements that associate propositional and substantive knowledge with traditionally held academic values as ‘bad’ or ‘irrelevant’ to drama education, and what Foucault has coined as ‘subjugated knowledge’ (i.e. local, vernacular, enactive knowledge that eludes inscription) as ‘good’ and more apposite to the work of all those involved in drama education, fails to reflect the complex matrices of values that specialists appear to hold. While the reported research focused on secondary school drama teachers in England, Bourdieu’s conception of field and habitus is invoked to suggest a model which recognises how drama educators more generally may construct a professional identity that necessarily balances personal interests and beliefs with externally imposed demands.