Modelling structural zeros in compositional data

This analysis was stimulated by the real data analysis problem of household expenditure data. The full dataset contains expenditure data for a sample of 1224 households. The expenditure is broken down at 2 hierarchical levels: 9 major levels (e.g. housing, food, utilities etc.) and 92 minor levels. There are also 5 factors and 5 covariates at the household level. Not surprisingly, there are a small number of zeros at the major level, but many zeros at the minor level. The question is how best to model the zeros. Clearly, models that try to add a small amount to the zero terms are not appropriate in general as at least some of the zeros are clearly structural, e.g. alcohol/tobacco for households that are teetotal. The key question then is how to build suitable conditional models. For example, is the sub-composition of spending excluding alcohol/tobacco similar for teetotal and non-teetotal households? In other words, we are looking for sub-compositional independence. Also, what determines whether a household is teetotal? Can we assume that it is independent of the composition? In general, whether teetotal will clearly depend on the household level variables, so we need to be able to model this dependence. The other tricky question is that with zeros on more than one component, we need to be able to model dependence and independence of zeros on the different components. Lastly, while some zeros are structural, others may not be, for example, for expenditure on durables, it may be chance as to whether a particular household spends money on durables within the sample period. This would clearly be distinguishable if we had longitudinal data, but may still be distinguishable by looking at the distribution, on the assumption that random zeros will usually be for situations where any non-zero expenditure is not small. While this analysis is based on around economic data, the ideas carry over to many other situations, including geological data, where minerals may be missing for structural reasons (similar to alcohol), or missing because they occur only in random regions which may be missed in a sample (similar to the durables)

A new approach to real time traffic sign recognition based on colour information

The automatic interpretation of conventional traffic signs is very complex and time consuming. The paper concerns an automatic warning system for driving assistance. It does not interpret the standard traffic signs on the roadside; the proposal is to incorporate into the existing signs another type of traffic sign whose information will be more easily interpreted by a processor. The type of information to be added is profuse and therefore the most important object is the robustness of the system. The basic proposal of this new philosophy is that the co-pilot system for automatic warning and driving assistance can interpret with greater ease the information contained in the new sign, whilst the human driver only has to interpret the "classic" sign. One of the codings that has been tested with good results and which seems to us easy to implement is that which has a rectangular shape and 4 vertical bars of different colours. The size of these signs is equivalent to the size of the conventional signs (approximately 0.4 m2). The colour information from the sign can be easily interpreted by the proposed processor and the interpretation is much easier and quicker than the information shown by the pictographs of the classic signs

A new optimised De Bruijn coding strategy for structured light patterns

Coded structured light is an optical technique based on active stereovision that obtains the shape of objects. One shot techniques are based on projecting a unique light pattern with an LCD projector so that grabbing an image with a camera, a large number of correspondences can be obtained. Then, a 3D reconstruction of the illuminated object can be recovered by means of triangulation. The most used strategy to encode one-shot patterns is based on De Bruijn sequences. In This work a new way to design patterns using this type of sequences is presented. The new coding strategy minimises the number of required colours and maximises both the resolution and the accuracy

A system to reduce the effect of CCDs saturation

Colour image segmentation based on the hue component presents some problems due to the physical process of image formation. One of that problems is colour clipping, which appear when at least one of the sensor components is saturated. We have designed a system, that works for a trained set of colours, to recover the chromatic information of those pixels on which colour has been clipped. The chromatic correction method is based on the fact that hue and saturation are invariant to the uniform scaling of the three RGB components. The proposed method has been validated by means of a specific colour image processing board that has allowed its execution in real time. We show experimental results of the application of our method

JISC TechDis Accessibility essentials guide: Making electronic documents more readable

The TechDis Accessibility Essentials Guide for Reading has been divided into the following three sections: Font colours and styles; Enlarging text and Navigating documents. These guides have been designed to give practical step-by-step information to enable anyone reading electronic material to amend its look and feel into a style which suits them, their audience or the context in which it is used.

University of Southampton logos

This PowerPoint file has the new-brand University logo in a format that you can copy-and-paste to Word and PowerPoint. You can scale them without 'jaggies' and they have a transparent background. Several approved colours are included.

Seminar: Symbol Management systems to support democracy in development of an online Symbol Dictionary

Abstract This seminar will introduce an initial year of research exploring participation in the development of a bilingual symbol dictionary. Symbols can be a communication and literacy ‘lifeline’ for those unable to communicate through speech or writing. We will discuss how an online system has been built to overcome language, cultural and literacy skill issues for a country where 86% are expatriates but the target clients are Arabic born individuals with speech and language impairments. The symbols in use at present are inappropriate and yet there is no democratic way of providing a ‘user voice’ for making choices, let alone easy mechanisms for adapting and sharing newly developed symbols across the nation or extended Arabic world. This project aims to change this situation. Having sourced a series of symbols that could be adapted to suit user’s needs, the team needed to encourage those users, their carers and therapists to vote on whether the symbols would be appropriate and work with those already in use. The first prototype was developed and piloted during the WAISfest in 2013. The second phase needs further voting on the most suitably adapted symbols for use when communicating with others. There is a requirement to have mechanisms for evaluating the outcome of the votes, where symbols fail to represent accurate meanings, have inappropriate colours, representations and actions etc. There also remains the need to collect both quantitative and qualitative data. Not easy in a climate of acceptance of the expert view, a culture where to be critical can be a problem and time is not of the essence.

Elaboración de materiales curriculares de Inglés.

Proyecto de Educación Primaria desarrollado por nueve profesores en el CP 'La Goleta'. Los objetivos fueron: adecuar el Diseño Curricular Base al entorno socio-cultural de los alumnos, en el área de Inglés, elaborar y poner en práctica recursos didácticos, desarrollar estrategias de trabajo en equipo, como recurso para lograr la participación de todos los alumnos, adecuar el desarrollo curricular de las lenguas extranjeras, para conseguir el aprendizaje autónomo y, llevar a cabo la coordinación intercentro de los profesores y alumnos implicados. La dinámica de trabajo de las sesiones del grupo se ajustó al siguiente esquema: lectura del acta de la sesión anterior, información de interés de material en pequños grupos, según niveles y, puesta en común del trabajo desarrollado. La experiencia se basó en los siguientes centros de interés: 'Words and numbers', 'Colours', 'Shapes', 'Make a frog (prepositions)', 'My body', 'My face', 'My family', 'Happy birthday', 'Food', 'Animals' y, 'Merry Christmas'. Cada centro de interés contiene un proyecto que centra el trabajo del tema y se enlaza con otras áreas del currículum, favorecienco así la autonomía en el aprendizaje y la interacción. Los proyectos correspondientes a cada centro de interés fueron: 'Make a collage (con material auténtico)', 'Make a collage (de un color determinado)', 'Make a picture dictionary', 'Make a frog', 'Make a pupet', 'Make a mask', 'Make a birthday card', 'Make your food diary', y 'Make a Christmas card'. Sobre cada centro de interés se elaboró una unidad didáctica que reflejase los objetivos, contenidos, actitudes, materiales y evaluación, así como la programación diaria por sesiones con las actividades secuenciadas. Los resultados fueron positivos pues: se cumplieron los objetivos propuestos, el buen desarrollo del trabajo en equipo, la coordinación entre centros, el enriquecimiento de la vida en el aula, la diversidad de actividades, la práctica docente más activa y, el trabajo del alumno más activo.

Factores psicológicos asociados al desempeño académico en los cursos universitarios de estadística: diferencias por sexo y área de titulación

Se examinaron factores auto-perceptivos (autoconcepto,autoeficacia) y actitudinales referentes a la estadísticapara determinar si las interacciones entre el perfil autoperceptivo/actitudinal del estudiante, el sexo y el área detitulación se asocian con el rendimiento académico y laansiedad estadística. En una muestra de estudiantes universitarioscolombianos (178 mujeres, 154 hombres), losanálisis de conglomerados revelaron dos perfiles autoperceptivos/actitudinales significativamente distintos,según los niveles bajos (perfil-1) o altos (perfil-2) en lasvariables de agrupación (autoconcepto, autoeficacia yactitudes hacia la estadística). Los análisis de varianzay de covarianza mostraron que el perfil auto-perceptivo/actitudinal de los estudiantes tiene un efecto significativoen el rendimiento y la ansiedad estadística, que varía porsexo y área de titulación. Los hallazgos contrastan conlos de otros estudios que examinan los mismos constructosseparadamente.

Tres experiencias para pensar la educación en derechos humanos en Colombia

A lo largo de esta investigación se analizaron comparativamente tres experiencias auto-definidas como de Educación en Derechos Humanos, a saber, una organización no gubernamental, la Escuela de Derechos Humanos de Cinep; un colegio oficial de la ciudad de Bogotá, la IED Eduardo Umaña Mendoza; y un movimiento social, el Movimiento Nacional de Víctimas de Crímenes de Estado-Capítulo Bogotá. En lo fundamental, se analizaron los procesos de constitución de cada escenario, los discursos, y las prácticas políticas y pedagógicas a la luz de un enfoque antropológico de la Educación en Derechos Humanos. Lo que he denominado el enfoque o mirada antropológica de esta noción, implica, por una parte, una aproximación etnográfica alrededor de los discursos, las prácticas y los sentidos que los protagonistas movilizan en cada escenario con respecto a lo educativo, a los Derechos Humanos y a los sentidos de la Educación en Derechos Humanos, y por otra, la distinción entre la diversidad de redes de significado que precedieron su proceso de institucionalización, a lo cual denominaré campo simbólico, y su cohesión como un campo de saber dotado de claves analíticas propias. Campo simbólico y campo de saber operan como dos momentos analíticos diferenciables. A través del primero, se hacen evidentes las representaciones políticas, sociales y culturales heredadas del “mundo bipolar” y de la guerra fría que en términos generales exponen una defensa a ultranza de los valores y principios de la democracia liberal y de la lucha anti-comunista. Por otra parte, la noción de campo de saber permite 6 esbozar las trayectorias que le han permitido a la Educación en Derechos Humanos recrear nociones como la de sujeto de derechos o pedagogías de la memoria, claves que sin lugar a dudas cohesionan un cuerpo de saber ciertamente autónomo, dotado de fronteras porosas y móviles. La distinción entre una y otra esfera de análisis permite trazar cuando menos tres rutas de emergencia e institucionalización de la Educación en Derechos Humanos que, como se expondrá en el análisis de las experiencias, no trascurren paralelamente sino en medio de superposiciones, intersticios y desplazamientos. Así, se hacen plausibles las huellas del colonialismo, permanentemente ligadas a voces disonantes que eventualmente arrojan pistas en torno a una Educación en Derechos Humanos capaz de impugnar su propia institucionalización.

Habilidades sociales y acoso escolar : un estudio en centros de Enseñanza Secundaria de Madrid. 'Social skills and school bullyng : a study in Secondary Schools in Madrid'.

Resumen tomado de la publicación. Con el apoyo económico del departamento MIDE de la UNED

Vesper Sparrows and Western Meadowlarks Show a Mixed Response to Cattle Grazing in the Intermountain Region of British Columbia

Livestock grazing in the shortgrass steppe of the Intermountain region of British Columbia is predicted to have significant effects on grassland habitats and their associated ground-nesting bird communities. We tested whether grazed and ungrazed sites could be discriminated on the basis of their vegetation communities, whether the abundance of two ground-nesting bird species, Vesper Sparrow (Pooecetes gramineus) and Western Meadowlark (Sturnella neglecta), differed between grazed and ungrazed sites, and whether vegetation variables found to differ between grazed and ungrazed plots could be used to predict the abundance of the two bird species at a fine scale. Grazed sites were easily distinguishable from a site that had been ungrazed for >30 years based on the structure and composition of their vegetation communities. However, more detailed grazing categories could not be distinguished on the basis of vegetation characteristics. Despite the existence of grazing effects on vegetation structure and composition, we found no consistent differences in abundance of Vesper Sparrows and Western Meadowlarks between the grazed and ungrazed sites. However, there was weak evidence that the abundance of both species was higher at fine-scale plots (100 m radius point count station) with less bare ground and taller vegetation. Bare ground cover was lower on grazed plots, but vegetation was taller on ungrazed plots. Combined, our results suggest that low intensity grazing leads to grassland habitat change with both negative and positive effects on Vesper Sparrows and Western Meadowlarks, resulting in no net change in their broad-scale abundance.

Display, disclosure and concealment: the organization of raw materials in the chambered tombs of Bohuslän

The Neolithic chambered tombs of Bohuslan on the west coast of Sweden were built out of locally occurring raw materials. These exhibit a wide variety of colours, textures and mineral inclusions, and all were used to contrive a series of striking visual effects. Certain of these would have been apparent to the casual observer but others would only have been apparent to someone inside the passage or the burial chamber. There is no evidence that the materials were organized according to a single scheme. Rather, they permitted a series of improvisations, so that no two monuments were exactly alike. The effects that they created are compared with those found in megalithic art where the design elements were painted or carved, but in Bohuslan all the designs were created using the natural properties of the rock.

Analysis of ochres from Clearwell Caves: the role of particle size in determining colour

Three ochre samples (A (orange-red in colour), B (red) and C (purple)) from Clearwell Caves, (Gloucestershire, UK) have been examined using an integrated analytical methodology based on the techniques of IR and diffuse reflectance UV-visible-NIR spectroscopy, X-ray diffraction, elemental analysis by ICP-AES and particle size analysis. It is shown that the chromophore in each case is haematite. The differences in colour may be accounted for by (i) different mineralogical and chemical composition in the case of the orange ochre, where hi,,her levels of dolomite and copper are seen and (ii) an unusual particle size distribution in the case of the purple ochre. When the purple ochre was ground to give the same particle size distribution as the red ochre then the colours of the two samples became indistinguishable. An analysis has now been completed of a range of ochre samples with colours from yellow to purple from the important site of Clearwell Caves. (C) 2004 Elsevier B.V. All rights reserved.

Anthropogenic warming of the oceans: Observations and model results

Observations show the oceans have warmed over the past 40 yr. with appreciable regional variation and more warming at the surface than at depth. Comparing the observations with results from two coupled ocean-atmosphere climate models [the Parallel Climate Model version 1 (PCM) and the Hadley Centre Coupled Climate Model version 3 (HadCM3)] that include anthropogenic forcing shows remarkable agreement between the observed and model-estimated warming. In this comparison the models were sampled at the same locations as gridded yearly observed data. In the top 100 m of the water column the warming is well separated from natural variability, including both variability arising from internal instabilities of the coupled ocean-atmosphere climate system and that arising from volcanism and solar fluctuations. Between 125 and 200 m the agreement is not significant, but then increases again below this level, and remains significant down to 600 m. Analysis of PCM's heat budget indicates that the warming is driven by an increase in net surface heat flux that reaches 0.7 W m(-2) by the 1990s; the downward longwave flux increases bv 3.7 W m(-2). which is not fully compensated by an increase in the upward longwave flux of 2.2 W m(-2). Latent and net solar heat fluxes each decrease by about 0.6 W m(-2). The changes in the individual longwave components are distinguishable from the preindustrial mean by the 1920s, but due to cancellation of components. changes in the net surface heat flux do not become well separated from zero until the 1960s. Changes in advection can also play an important role in local ocean warming due to anthropogenic forcing, depending, on the location. The observed sampling of ocean temperature is highly variable in space and time. but sufficient to detect the anthropogenic warming signal in all basins, at least in the surface layers, bv the 1980s.