Subclass problem-dependent design for error-correcting output codes

A common way to model multiclass classification problems is by means of Error-Correcting Output Codes (ECOCs). Given a multiclass problem, the ECOC technique designs a code word for each class, where each position of the code identifies the membership of the class for a given binary problem. A classification decision is obtained by assigning the label of the class with the closest code. One of the main requirements of the ECOC design is that the base classifier is capable of splitting each subgroup of classes from each binary problem. However, we cannot guarantee that a linear classifier model convex regions. Furthermore, nonlinear classifiers also fail to manage some type of surfaces. In this paper, we present a novel strategy to model multiclass classification problems using subclass information in the ECOC framework. Complex problems are solved by splitting the original set of classes into subclasses and embedding the binary problems in a problem-dependent ECOC design. Experimental results show that the proposed splitting procedure yields a better performance when the class overlap or the distribution of the training objects conceal the decision boundaries for the base classifier. The results are even more significant when one has a sufficiently large training size.

Regional and cellular patterns of reelin mRNA expression in the forebrain of the developing and adult mouse

The reelin gene encodes an extracellular protein that is crucial for neuronal migration in laminated brain regions. To gain insights into the functions of Reelin, we performed high-resolution in situ hybridization analyses to determine the pattern of reelin expression in the developing forebrain of the mouse. We also performed double-labeling studies with several markers, including calcium-binding proteins, GAD65/67, and neuropeptides, to characterize the neuronal subsets that express reelin transcripts. reelinexpression was detected at embryonic day 10 and later in the forebrain, with a distribution that is consistent with the prosomeric model of forebrain regionalization. In the diencephalon, expression was restricted to transverse and longitudinal domains that delineated boundaries between neuromeres. During embryogenesis,reelin was detected in the cerebral cortex in Cajal-Retzius cells but not in the GABAergic neurons of layer I. At prenatal stages, reelin was also expressed in the olfactory bulb, and striatum and in restricted nuclei in the ventral telencephalon, hypothalamus, thalamus, and pretectum. At postnatal stages, reelin transcripts gradually disappeared from Cajal-Retzius cells, at the same time as they appeared in subsets of GABAergic neurons distributed throughout neocortical and hippocampal layers. In other telencephalic and diencephalic regions,reelin expression decreased steadily during the postnatal period. In the adult, there was prominent expression in the olfactory bulb and cerebral cortex, where it was restricted to subsets of GABAergic interneurons that co-expressed calbindin, calretinin, neuropeptide Y, and somatostatin. This complex pattern of cellular and regional expression is consistent with Reelin having multiple roles in brain development and adult brain function.

Competitive evaporation in arrays of droplets

We consider the evaporation of periodic arrays of initially equal droplets in two-dimensional systems with open (absorbing) boundaries. Our study is based on the numerical solution of the Cahn-Hilliard equation. We show that due to cooperative effects the droplets which are further from the boundary may evaporate earlier than those in the boundary¿s vicinity. The time evolution of the overall amount of matter in the system is also studied.

Expanding scroll rings and negative tension turbulence in a model of excitable media

Scroll waves in excitable media, described by the Barkley model, are studied. In the parameter region of weak excitability, negative tension of wave filaments is found. It leads to expansion of scroll rings and instability of wave filaments. A circular filament tends to stretch, bend, loop, and produce an expanding tangle that fills up the volume. The filament does not undergo fragmentation before it touches the boundaries. Statistical properties of such Winfree turbulence of scroll waves are numerically investigated.

European integration, FDI and the internal geography of trade : evidence from Western European border regions

In this paper we use a gravity model to study the trade performance of French and Spanishborder regions relatively to non-border regions, over the past two decades. We find that,controlling for their size, proximity and location characteristics, border regions trade onaverage between 62% and 193% more with their neighbouring country than other regions,and twice as much if they are endowed with good cross border transport infrastructures.Despite European integration, however, this trade outperformance has fallen for the mostperipheral regions within the EU. We show that this trend was linked in part to a shift in the propensity of foreign investors to move their affiliates from the regions near their home market to the regions bordering the EU core.

Hermenéutica del deseo y género sexual

"La que mis palabras esconden, mi cuerpo lo revela". El interés de esta cita de Roland Barthes1 para una reflexión formal sobre la distinción de género entte 10 femenino y 10 masculino radica en el supuesto de la diferencia hermeneutica entte las palabras y el cuerpo, que se oponen conceptualmente a partir de su función, respectivamente, ocultadora y reveladora en relación con el deseo.

Interior sense mobles. A l'entorn d'una possible hermenèutica en Adorno

Theodor W. Adorno construeix la modernitat com la fase final d'un procés d'emancipació que ha conduït justament al contrari del que es pretenia. L'alliberament del mite ha portat a una situació històrica en la qual l'encobriment ideològic del món és total. Això té conseqüències per a un pensament que vol ser crític, ja que haurà de trobar un lloc des d'on es pugui interpretar la història per tal de salvar la veritat d'un possible món diferent. En el moment de màxima ocultació ideològica i de màxim absurd -és conegut que Adorno es refereix al món contemporani com al temps després d'Auschwitz- Adorno intentarà entendre què ha passat amb aquest subjecte que s'ha preocupat excessivament per la seva identitat. Mitjançant l'aplicació del model psicoanalític d'interpretació a textos de Beckett i Kafka reconstruirà la història de l'emancipació fallida del subjecte modern. Amb aquestes interpretacions Adorno se situa no només molt a prop de la pràctica psicoanalítica, sinó també de la tradició hermenèutica clàssica.

New magnetotelluric data trough the boundary between the Ossa Morena and Centroiberian Zones

The south-western part of the Iberian Peninsula, including the southern branch of the Iberian Massif, has recently been the subject of several magnetotelluric (MT) studies. This area is made up of three different tectonic terranes: the South Portuguese Zone (SPZ), the Ossa Morena Zone (OMZ) and the Central Iberian Zone (CIZ). The boundaries between these zones are considered to be sutures, which appear as high electrical conductivity anomalies in the MT surveys. The OMZ is characterised by a conductive layer at middle-lower crustal levels. To investigate the continuity of this conductive layer into the CIZ, a new MT profile was carried out. This 75-km long ENE profile goes through the boundary between the OMZ and the CIZ. The results of a two-dimensional magnetotelluric inversion revealed a high-conductivity anomaly in the transition OMZ/CIZ (the so-called Central Unit), which is interpreted as due to interconnected graphite along shear planes. High-conductivity anomalies appeared in the middle crust of the CIZ, whose geometry and location are consistent with the conductive layer previously found in the OMZ, thus confirming the prolongation of the conductive layer into the CIZ. The top of this layer correlated spatially with a broad reflector detected by a seismic profile previously acquired in the same area. This, together with other geological and petrological evidence, points to a common origin for both features.

Deep crustal electromagnetic structure of Bhuj earthquake region (India) and its implications

The existence of fluids and partial melt in the lower crust of the seismically active Kutch rift basin (on the western continental margin of India) owing to underplating has been proposed in previous geological and geophysical studies. This hypothesis is examined using magnetotelluric (MT) data acquired at 23 stations along two profiles across Kutch Mainland Uplift and Wagad Uplift. A detailed upper crustal structure is also presented using twodimensional inversion of MT data in the Bhuj earthquake (2001) area. The prominent boundaries of reflection in the upper crust at 5, 10 and 20 km obtained in previous seismic reflection profiles correlate with conductive structures in our models. The MT study reveals 1-2 km thick Mesozoic sediments under the Deccan trap cover. The Deccan trap thickness in this region varies from a few meters to 1.5 km. The basement is shallow on the northern side compared to the south and is in good agreement with geological models as well as drilling information. The models for these profiles indicate that the thickness of sediments would further increase southwards into the Gulf of Kutch. Significant findings of the present study indicate 1) the hypocentre region of the earthquake is devoid of fluids, 2) absence of melt (that is emplaced during rifting as suggested from the passive seismological studies) in the lower crust and 3) a low resistive zone in the depth range of 5-20 km. The present MT study rules out fluidsand melt (magma) as the causative factors that triggered the Bhuj earthquake. The estimated porosity value of 0.02% will explain 100-500 ohm·m resistivity values observed in the lower crust. Based on the seismic velocities and geochemical studies, presence of garnet is inferred. The lower crust consists of basalts - probably generated by partial melting of metasomatised garnet peridotite at deeper depths in the lithosphere - and their composition might be modified by reaction with the spinel peridotites.

La recuperación de la palabra. Perspectivas hermenéuticas sobre la cuestión del lenguaje

El planteamiento hermenéutico del tema del lenguaje, en su versión gadameriana,constituye una importante aportación al diálogo con las distintas posiciones en las que el pensamiento de nuestro siglo se hace eco de un problema: la incapacidad del lenguajepara articular la experiencia del mundo, en orden a posibilitar el ejercicio de la racionalidad práctica. La pretensión de estas páginas es presentar el sesgo desde el que estaintervención adquiere un especial protagonismo en la filosofía de las últinias décadas y poner en discusión algunas de las posibilidades de desarrollo que, en el curso del debatede estas cuestiones, se han ido proponiendo.

Hermenéutica del deseo y género sexual

"La que mis palabras esconden, mi cuerpo lo revela". El interés de esta cita de Roland Barthes1 para una reflexión formal sobre la distinción de género entte 10 femenino y 10 masculino radica en el supuesto de la diferencia hermeneutica entte las palabras y el cuerpo, que se oponen conceptualmente a partir de su función, respectivamente, ocultadora y reveladora en relación con el deseo.

Del historicismo a la hermeneutica:La recepción de Dilthey

El análisis de la recepción de la obra de Dilthey en la hermenéutica gadamerianapermite no sólo el acercamiento a la obra de estos dos autores, sino también esbozar elmapa de los problemas teóricos que caracterizan la transición del siglo XIX al XX, mapa enel que destaca la cuestión relativa a la relación de la filosofía con su historia. El objetivode este ensayo es clarificar qué tipo de presencia tiene Dilthey en la obra de Gadamer, paraquien no es un interlocutor más: la propuesta hermenéutica es una respuesta a los problemasque Dilthey plantea; en esta propuesta, el reconocimiento de Heidegger como referentefundamental se lleva a cabo en un campo de intereses compartido con Dilthey queproporciona elementos necesarios para hacer de la conciencia histórica "conciencia de lahistoria efectual".

Sobre "fenomenología" y "hermenéutica". Aproximación a los conceptos de empatía y comprensión.

El trabajo parte de una consideración de la hermenéutica como filosofía que cuestiona el sentido de la experiencia en la configuración del mundo histórico-social e intenta mostrar conexiones entre el desarrollo de esta corriente y posibles aportaciones de la Fenomenología.El objetivo de la investigación es analizar la presencia de algunos motivos fenomenológicos en las actuales propuestas de superación del planteamiento hermenéutico elaborado por Gadamer y de raíz heideggeriana, atendiendo a algunos de los debates a los que ha dado lugar y destacando el interés del tema de la empatía en relación con el de la comprensión. Estas nociones indicarán formas específicas de abordar el problema de la experiencia en el contexto intersubjetivo del mundo social.

Unnatural Mothers, Mothering Unnaturally: Technologies of Reproduction and the Politics of Maternity in Hiromi Goto's "Hopeful Monsters"

Through scientific discourse and reproductive technologies, the reproductive body and the maternal body continue to be constructed as ‘natural’. At the same time,these technologies have begun to blur the boundaries between what is consideredan acceptable reproductive body, and consequently an acceptable maternal body,and an unnatural or a socially undesireable one. As science purports to offerwomen greater control over how and when they choose to procreate, through methods which range between delaying or eliminating the possibility of contraception to those which extend the possibility of conception to postmenopausal or infertile women, these same procedures raise questions about thenature and ‘naturalness’ of reproduction. Added to these concerns are thesuitablility of the reproductive body as a maternal body. Consequently, and moreand more frequently, bodies which defy ideals about maternity and motherhoodemerge, and questions about what it means to mother are raised. Bodies whichcontest the construction of motherhood as natural are frequently represented asmonstrous or freakish, and the debate between science and nature is heightened.Hiromi Goto’s short story ‘Hopeful Monsters’ resists the construction of the‘natural’ maternal body by highlighting the way in which women’s bodies areshaped by scientific discourse. In turn, images of ‘monstrous’ mothers emerge andare challenged, suggesting the need to reimagine what it means to mother and whatit means to be a mother. Through reading a selection of the stories this paper willinterrogate possible alternatives to constructions of the ‘natural’ maternal body and motherhood, suggesting that the Goto’s ‘monsters’ are perhaps only monstrous as a result of scientific discourse which constructs them as such.

Londres, terra promesa: l'emigració de joves universitaris titulats catalans a Londres

L’alta taxa d’atur juvenil a Catalunya i la precarització persistent del mercat laboral per als joves, han provocat que molts d’ells es plantegin marxar a l’estranger per a provar sort. Segons l’INE, al 2012 van emigrar 10791 catalans i el 35,7% són joves d’entre 16 i 34 anys. El Regne Unit va ser la tercera destinació preferida, amb 958 catalans emigrants reconeguts. La globalització ha difuminat les fronteres i ha obert els horitzons a empreses i treballadors. Les experiències internacionals són cada cop més necessàries si volem formar part d’aquest món, però tenen les seves contrapartides. La present investigació estudia el cas de 10 joves catalans amb titulacions universitàries que han marxat a Londres a la recerca d’aquesta experiència internacional, tot desitjant assentar les bases d’una carrera professional exitosa. El focus d’estudi és conèixer les motivacions de l’emigració que han trobat a la ciutat anglesa i quines són les expectatives de futur