Contributions on distance-based algorithms, multi-classifier construction and pairwise classification

179 p.

Feature Selection for Speech Emotion Recognition in Spanish and Basque: On the Use of Machine Learning to Improve Human-Computer Interaction

Study of emotions in human-computer interaction is a growing research area. This paper shows an attempt to select the most significant features for emotion recognition in spoken Basque and Spanish Languages using different methods for feature selection. RekEmozio database was used as the experimental data set. Several Machine Learning paradigms were used for the emotion classification task. Experiments were executed in three phases, using different sets of features as classification variables in each phase. Moreover, feature subset selection was applied at each phase in order to seek for the most relevant feature subset. The three phases approach was selected to check the validity of the proposed approach. Achieved results show that an instance-based learning algorithm using feature subset selection techniques based on evolutionary algorithms is the best Machine Learning paradigm in automatic emotion recognition, with all different feature sets, obtaining a mean of 80,05% emotion recognition rate in Basque and a 74,82% in Spanish. In order to check the goodness of the proposed process, a greedy searching approach (FSS-Forward) has been applied and a comparison between them is provided. Based on achieved results, a set of most relevant non-speaker dependent features is proposed for both languages and new perspectives are suggested.

Utilização de métodos de comparação de sequências para a detecção de genes taxonomicamente restritos

Desde a década de 1990, os esforços internacionais para a obtenção de genomas completos levaram à determinação do genoma de inúmeros organismos. Isto, aliado ao grande avanço da computação, tem permitido o uso de abordagens inovadoras no estudo da estrutura, organização e evolução dos genomas e na predição e classificação funcional de genes. Entre os métodos mais comumente empregados nestas análises está a busca por similaridades entre sequências biológicas. Análises comparativas entre genomas completamente sequenciados indicam que cada grupo taxonômico estudado até o momento contém de 10 a 20% de genes sem homólogos reconhecíveis em outras espécies. Acredita-se que estes genes taxonomicamente restritos (TRGs) tenham um papel importante na adaptação a nichos ecológicos particulares, podendo estar envolvidos em importantes processos evolutivos. Entretanto, seu reconhecimento não é simples, sendo necessário distingui-los de ORFs não-funcionais espúrias e/ou artefatos derivados dos processos de anotação gênica. Além disso, genes espécie- ou gêneroespecíficos podem representar uma oportunidade para o desenvolvimento de métodos de identificação e/ou tipagem, tarefa relativamente complicada no caso dos procariotos, onde o método padrão-ouro na atualidade envolve a análise de um grupo de vários genes (MultiLocus Sequence Typing MLST). Neste trabalho utilizamos dados produzidos através de análises comparativas de genomas e de sequências para identificar e caracterizar genes espécie- e gênero-específicos, os quais possam auxiliar no desenvolvimento de novos métodos para identificação e/ou tipagem, além de poderem lançar luz em importantes processos evolutivos (tais como a perda e ou origem de genes em linhagens particulares, bem como a expansão de famílias de genes em linhagens específicas) nos organismos estudados.

El compliance en la última reforma del Código Penal

La incorporación de la Responsabilidad Penal de las Personas Jurídicas a nuestro ordenamiento jurídico se produce con la publicación de la LO 5/2010, pero no ha sido hasta la nueva Ley Orgánica 1/2015 del pasado 31 de marzo en la que el legislador ha esclarecido los requisitos que la Persona Jurídica debe cumplir para poder eximir su responsabilidad. Se llevará a cabo un exhaustivo estudio en Castellano de los dos pilares fundamentales de la nueva reforma legislativa; los programas de prevención de delitos penales y el encargado de los mismos.

Non-conventional advertising on TV

Non-Conventional ways of advertising TV Networks and advertisers have come up with in order to tackle proliferation of the media and discretion of the viewer from the TV experience.

Los animales acuáticos en San Ambrosio: simbolismo cristiano e ictiología

[ES] El presente trabajo examina los principales procedimientos de que se sirve san Ambrosio en la homilía de su «Hexameron» dedicada a los animales acuáticos. Se destacan aquellos desarrollos originales con respecto de su principal modelo, Basilio de Cesarea, en especial las ampliaciones de las caracterizaciones de algunos animales, y se proponen ejemplos de su pervivencia en otros tratadistas medievales. El público diverso a quien se dirigía este sermón de cuaresma explica tanto esas digresiones muchas veces pintorescas como otras más conceptuales, en las que el simbolismo cristiano se apropia de las bases de los naturalistas clásicos, desde Aristóteles a Plinio.

Towards Application of One-Class Classification Methods to Medical Data

In the problem of one-class classification (OCC) one of the classes, the target class, has to be distinguished from all other possible objects, considered as nontargets. In many biomedical problems this situation arises, for example, in diagnosis, image based tumor recognition or analysis of electrocardiogram data. In this paper an approach to OCC based on a typicality test is experimentally compared with reference state-of-the-art OCC techniques-Gaussian, mixture of Gaussians, naive Parzen, Parzen, and support vector data description-using biomedical data sets. We evaluate the ability of the procedures using twelve experimental data sets with not necessarily continuous data. As there are few benchmark data sets for one-class classification, all data sets considered in the evaluation have multiple classes. Each class in turn is considered as the target class and the units in the other classes are considered as new units to be classified. The results of the comparison show the good performance of the typicality approach, which is available for high dimensional data; it is worth mentioning that it can be used for any kind of data (continuous, discrete, or nominal), whereas state-of-the-art approaches application is not straightforward when nominal variables are present.

El sociograma como instrumento de evaluación del clima de aula

La comprensión y el estudio de las relaciones entre el alumnado en las aulas es fundamental, tanto para lograr una satisfactoria convivencia escolar como para evitar la violencia, el acoso escolar o bullying. Por ello es conveniente conocer la estructura informal de los alumnos dentro de la clase, identificando los grupos que se forman y sus dinámicas de exclusión y liderazgo. Para poder intervenir en un grupo social, el educador debe conocer a fondo las relaciones sociales que en él fluyen. En esta investigación, se describen las relaciones que hay en una clase de 6º de primaria del colegio Cardenal Ilundain, mostrando los diferentes grupos y subgrupos que existen en el aula y señalando qué sujetos ejercen el rol de líder y cuáles son rechazados. Para ello se ha elaborado un test sociométrico que nos permite conocer las relaciones, jerárquicas o no, del grupo-clase y realizar una serie de sociogramas que proporcionan una visión de las relaciones entre compañeros y muestran tanto el nivel de integración de cada alumno/a como los contextos en los que se relacionan. En el diseño del sociograma se han tenido en cuenta los resultados de algunas investigaciones sobre este tema, principalmente las investigaciones de Jacob Levy Moreno creador del sociograma

RinA controls phage-mediated packaging and transfer of virulence genes in gram-positive bacteria

Phage-mediated transfer of microbial genetic elements plays a crucial role in bacterial life style and evolution. In this study, we identify the RinA family of phage-encoded proteins as activators required for transcription of the late operon in a large group of temperate staphylococcal phages. RinA binds to a tightly regulated promoter region, situated upstream of the terS gene, that controls expression of the morphogenetic and lysis modules of the phage, activating their transcription. As expected, rinA deletion eliminated formation of functional phage particles and significantly decreased the transfer of phage and pathogenicity island encoded virulence factors. A genetic analysis of the late promoter region showed that a fragment of 272 bp contains both the promoter and the region necessary for activation by RinA. In addition, we demonstrated that RinA is the only phage-encoded protein required for the activation of this promoter region. This region was shown to be divergent among different phages. Consequently, phages with divergent promoter regions carried allelic variants of the RinA protein, which specifically recognize its own promoter sequence. Finally, most Gram-postive bacteria carry bacteriophages encoding RinA homologue proteins. Characterization of several of these proteins demonstrated that control by RinA of the phage-mediated packaging and transfer of virulence factor is a conserved mechanism regulating horizontal gene transfer.

SS.PP. Toletanorum quotquot extant Opera : tomus primus [-tertius]

Nunc primum simul edita, ad codices mss. recognita, nonnullis notis illustrata atque in duos tomos distributa.

Host species of bees from the tribe Meliponini Nest in semi - arid Chaco forest near Las Lomitas, Formosa (Argentina)

p.85-91

Host species of bees from the tribe Meliponini Nest in semi - arid Chaco forest near Las Lomitas, Formosa (Argentina)

p.85-91

Efecto de la densidad de plantación sobre la productividad comercial en rosas para corte

p.7-12

Aportaciones al estudio de algunas comunidades brioliquénicas de la provincia de León

Se hace un análisis de algunas comunidades brioliquénicas epifíticas en la vertiente meridional de la Cordillera Cantábrica en la provincia de León (NW de España), pertenecientes a las asociaciones Antitrichietum curtipendulae Frey & Ochsner 1926 y Nephrometum laevigatae Barkm. 1958. De laprimera se describe la subasociación antitrichietosum californicae nova, de carácter higrófilo, de los territorios supramediterráneos de ombroclima húmedo; y se señala la existencia de las subasociaciones antitrichietosum (Ochsner pro var.) Barkm. 1958 e isothecietosum myurii (Ochsner pro var.) Barkm. 1958. Asimismo se indica el dinamismo de las comunidades estudiadas y se relacionan con los forófitos y comunidades arbóreas donde se encuentran.

The emotional structure of the advertising message in radio

Radio advertising is suffering from a remarkable crisis of creativity as it has yet not found its role in a radio model based on voice locution and information genres. This article suggests the need for implementing a peripheral or heuristic strategy to attract and hold listeners’ attention. Within this framework, the narration and scene representation are proposed as suitable persuasion techniques. The objective is to design a useful conceptual tool for an efficient creative conception of narration at the service of certain commercial strategy. First, the concept of narrative persuasion is grounded according to the possibilities of the sound code. Second, the keys of scene representation and commercial strategy (brand, product, advantage, benefit and target) within the sound message are presented. And third, these keys are articulated in a model. This model is pre-tested by means of analyzing eight different case-radio ads.