Selecting Relevant Genes with a Spectral Approach

Array technologies have made it possible to record simultaneously the expression pattern of thousands of genes. A fundamental problem in the analysis of gene expression data is the identification of highly relevant genes that either discriminate between phenotypic labels or are important with respect to the cellular process studied in the experiment: for example cell cycle or heat shock in yeast experiments, chemical or genetic perturbations of mammalian cell lines, and genes involved in class discovery for human tumors. In this paper we focus on the task of unsupervised gene selection. The problem of selecting a small subset of genes is particularly challenging as the datasets involved are typically characterized by a very small sample size ?? the order of few tens of tissue samples ??d by a very large feature space as the number of genes tend to be in the high thousands. We propose a model independent approach which scores candidate gene selections using spectral properties of the candidate affinity matrix. The algorithm is very straightforward to implement yet contains a number of remarkable properties which guarantee consistent sparse selections. To illustrate the value of our approach we applied our algorithm on five different datasets. The first consists of time course data from four well studied Hematopoietic cell lines (HL-60, Jurkat, NB4, and U937). The other four datasets include three well studied treatment outcomes (large cell lymphoma, childhood medulloblastomas, breast tumors) and one unpublished dataset (lymph status). We compared our approach both with other unsupervised methods (SOM,PCA,GS) and with supervised methods (SNR,RMB,RFE). The results clearly show that our approach considerably outperforms all the other unsupervised approaches in our study, is competitive with supervised methods and in some case even outperforms supervised approaches.

Dissolution of Dynamic Electronic Institutions, a first approach: Relevant factors and causes

In the context of the digital business ecosystems, small organizations cooperate between them in order to achieve common goals or offer new services for expanding their markets. There are different approaches for these cooperation models such as virtual enterprises, virtual organizations or dynamic electronic institutions which in their lifecycle have in common a dissolution phase. However this phase has not been studied deeply in the current literature and it lacks formalization. In this paper a first approach for achieving and managing the dissolution phase is proposed, as well as a CBR process in order to support it in a multi-agent system

Recognition of static and dynamic facial expressions: Influences of sex, type and intensity of emotion

Ecological validity of static and intense facial expressions in emotional recognition has been questioned. Recent studies have recommended the use of facial stimuli more compatible to the natural conditions of social interaction, which involves motion and variations in emotional intensity. In this study, we compared the recognition of static and dynamic facial expressions of happiness, fear, anger and sadness, presented in four emotional intensities (25 %, 50 %, 75 % and 100 %). Twenty volunteers (9 women and 11 men), aged between 19 and 31 years, took part in the study. The experiment consisted of two sessions in which participants had to identify the emotion of static (photographs) and dynamic (videos) displays of facial expressions on the computer screen. The mean accuracy was submitted to an Anova for repeated measures of model: 2 sexes x [2 conditions x 4 expressions x 4 intensities]. We observed an advantage for the recognition of dynamic expressions of happiness and fear compared to the static stimuli (p < .05). Analysis of interactions showed that expressions with intensity of 25 % were better recognized in the dynamic condition (p < .05). The addition of motion contributes to improve recognition especially in male participants (p < .05). We concluded that the effect of the motion varies as a function of the type of emotion, intensity of the expression and sex of the participant. These results support the hypothesis that dynamic stimuli have more ecological validity and are more appropriate to the research with emotions.

Gender differences among undergraduates in the recognition of emotional facial expressions

The perceptive accuracy of university students was compared between men and women, from sciences and humanities courses, to recognize emotional facial expressions. emotional expressions have had increased interest in several areas involved with human interaction, reflecting the importance of perceptive skills in human expression of emotions for the effectiveness of communication. Two tests were taken: one was a quick exposure (0.5 s) of 12 faces with an emotional expression, followed by a neutral face. subjects had to tell if happiness, sadness, anger, fear, disgust or surprise was flashed, and each emotion was shown twice, at random. on the second test 15 faces with the combination of two emotional expressions were shown without a time limit, and the subject had to name one of the emotions of the previous list. in this study, women perceived sad expressions better while men realized more happy faces. there was no significant difference in other emotions detection like anger, fear, surprise, disgust. Students of humanities and sciences areas of both sexes, when compared, had similar capacities to perceive emotional expressions

Sense pèls a la llengua : és igual i expressions anàlogues. 'Sin pelos en la lengua : da igual y expresiones análogas'.

Se avisa sobre el creciente uso entre la población más joven, incluso de los catalanohablantes, del calco del castellano 'da igual' cuando hablan en catalán.

Sense pèls a la llengua : expressions de lloc sense article. 'Sin pelos en la lengua : expresiones de lugar sin artículo'.

Se habla sobre ciertas expresiones que se han dejado de usar por contaminaciones provenientes del castellano, y también sobre la palabra casa, que utilizada con artículo o sin, tiene significados diferentes.

Is [Rural] Property Tax Relevant?

The present document presents the general notions and the definition of property taxation and, as part of it, the working definition of rural property taxation emphasizing that property taxation is a matter of “property” and rural property taxation is linked with rural property, specifically with land ownership. In addition, the document presents some facts about the performance of property taxation based on a secondary source of cross-country analysis. In order to give a definition of rural property tax, I will explain the logic of taxation linked to property and then present the nature and logic behind property taxation in theory.

Señor presidente no creo en vos; señor policía no temo de voz. Represión estatal y paramilitar y prácticas juveniles en los barrios Alameda, Brisas, Anita y Almendros

El estudio sobre la juventud y su relación con prácticas realizadas en los espacios públicos, especialmente la calle, ha tenido un renovado interés durante las últimas décadas. Estos debates se han vuelto relevantes en cuanto que los jóvenes parecen ocupar un lugar primordial en las escenas cotidianas de violencia, en particular los jóvenes de sectores populares. A través de un proceso etnográfico de carácter sistemático y sostenido en el tiempo identifico y explico las distintas interacciones de los jóvenes en los espacios públicos de cuatro barrios populares, centrando el análisis en las distintas formas de negociación con los actores armados, especialmente con la policía y el paramilitarismo. Lo que argumento es que hacer presencia en los espacios públicos, especialmente en la calle, termina por constituir en una opción de vida a través de los cuales fomentan una beligerancia social y política de resistencia pero ante todo como método que les permite proponer alternativas de existencia, por demás no violentas, frente a la violencia generalizada de la policía y el paramilitarismo. El problema radica en que muchas de las expresiones de algunos jóvenes terminan por reproducir los mecanismos de violencia del que son víctimas, aspecto que es identificado, por quienes acuden a la violencia, como una forma de reclamar un lugar en la comunidad, a permitirse ser reconocidos y escuchados y a sobrevivir en medio de una simultaneidad de violencias que cotidianamente los atropella y les vulnera los derechos. La violencia de estos jóvenes es una forma de no permitir que las esperanzas se diluyan, aunque paradójicamente también les puede quitar la vida

Nombres. Isometries. Plantejament i calcul d'expressions aritmétiques i algebràiques. Us de recursos per afrontar situacions problemàtiques. 'Números. Isometrías. Planteamiento y cálculo de expresiones aritméticas y algebráicas. Uso de recursos para afrontar situaciones problemáticas'.

Fecha finalización tomada del código del documento

Tallers d'expressions : plàstica 2. 'Talleres de expresión : plástica 2'.

Publicado aunque no se ha encontrado el depósito legal

Tallers d'expressions : plàstica 1. 'Talleres de expresión : plástica 1'.

Publicado aunque no se ha encontrado el depósito legal

Attentional orienting to biologically fear-relevant stimuli: data from eye tracking

Snakes are thought as fear-relevant stimuli (biologically prepared to be associated with fear) which can lead to an enhanced attentional capture when compared fear-irrelevant stimuli. Inherent limitations related to the key-press behaviour might be bypassed with the measurement of eye movements, since they are more closely related to attentional processes than reaction times. An eye tracking technique was combined with the flicker paradigm in two studies. A sample of university students was gathered. In both studies, an instruction to detect changes between the pair of scenes was given. Attentional orienting for the changing element in the scene was analyzed, as well the role of fear of snakes as a moderator variable. The results for both studies revealed a significant shorter time to first fixation for snake stimuli when compared to control stimuli. A facilitating effect of fear of snakes was also found for snakes, presenting the highly fear participants a shorter a time to first fixation for snake stimuli when compared to low-feared participants. The results are in line with current research that supports the advantage of snakes to grab attention due their evo-biological significance.

A comparative study of the creative expressions in paint and clay of deaf and hearing children

This paper discusses the results of study to determine differences in artwork done by hearing impaired and normal hearing children.