Use of generalised additive models to categorise continuous variables in clinical prediction

13 P.

La evolución de la intensidad energética de la industria vasca entre 1982-2001: Un análisis de descomposición

In this article an index decomposition methodology is used to estimate the effect of intersectorial and intrasectorial changes in explaining the 38% reduction in industrial energy intensity in the Basque Autonomous Community from 1982 to 2001. Period-wise additive decomposition results show that (1) the decline is fully explained by intrasectorial changes and that (2) intersectorial changes have not contributed to reduce but to increase the energy intensity of the Basque industrial sector. However, timeseries decomposition analysis shows that (1) four different phases can be distinguished in the evolution of energy intensity of the Basque industry from 1982 to 2001 and (2) that the evolution of the “Iron and Steel” sector is determinant when explaining those phases. Moreover, the analysis stresses the necessity to disaggregate the “Iron and Steel” sector in order to be able to distinguish purely technological effects from the rest of intrasectorial changes.

Aplicación del análisis de componentes principales a la inmunización financiera: el caso del mercado español de deuda pública

This work is licensed under a Creative Commons Attribution 3.0 License.

El tipo cómico del δύσκολος en la Declamación XXVII de Libanio

[ES] La declamación XXVII de Libanio muestra el enfrentamiento entre un padre y su joven hijo, con la particularidad de que aquél es un viejo malhumorado, un δύσκολος, que presenta los rasgos que generalmente caracterizan a este tipo en la comedia. Es un individuo de mal genio, que odia el contacto con cualquier ser humano, el cariño y, sobre todo, la risa. Como el δύσκολος cómico demuestra su irritabilidad recurriendo a la violencia física, con el empleo de piedras, palos y todos los componentes de su "arsenal", y a la violencia verbal, que se manifiesta en frecuentes maldiciones e insultos. La relación con el tipo de la comedia queda de relieve también en la forma de expresar la irritabilidad, por medio de frases muy breves y del asíndeton, reflejo de lo que Webster denomina staccato style.

Exploring Semantic Textual Similarity

[EN]Measuring semantic similarity and relatedness between textual items (words, sentences, paragraphs or even documents) is a very important research area in Natural Language Processing (NLP). In fact, it has many practical applications in other NLP tasks. For instance, Word Sense Disambiguation, Textual Entailment, Paraphrase detection, Machine Translation, Summarization and other related tasks such as Information Retrieval or Question Answering. In this masther thesis we study di erent approaches to compute the semantic similarity between textual items. In the framework of the european PATHS project1, we also evaluate a knowledge-base method on a dataset of cultural item descriptions. Additionaly, we describe the work carried out for the Semantic Textual Similarity (STS) shared task of SemEval-2012. This work has involved supporting the creation of datasets for similarity tasks, as well as the organization of the task itself.

Optimization of solution-processed oligothiophene:fullerene based organic solar cells by using solvent additives

The optimization of solution-processed organic bulk-heterojunction solar cells with the acceptor-substituted quinquethiophene DCV5T-Bu-4 as donor in conjunction with PC61BM as acceptor is described. Power conversion efficiencies up to 3.0% and external quantum efficiencies up to 40% were obtained through the use of 1-chloronaphthalene as solvent additive in the fabrication of the photovoltaic devices. Furthermore, atomic force microscopy investigations of the photoactive layer gave insight into the distribution of donor and acceptor within the blend. The unique combination of solubility and thermal stability of DCV5T-Bu-4 also allows for fabrication of organic solar cells by vacuum deposition. Thus, we were able to perform a rare comparison of the device characteristics of the solution-processed DCV5T-Bu-4:PC61BM solar cell with its vacuum-processed DCV5T-Bu-4:C-60 counterpart. Interestingly in this case, the efficiencies of the small-molecule organic solar cells prepared by using solution techniques are approaching those fabricated by using vacuum technology. This result is significant as vacuum-processed devices typically display much better performances in photovoltaic cells. Keywords

Euskal Gramatika prozesatzen: Hastapenetako zenbait emaitza

Beñat Oihartzabali Gorazarre: Festschrift for Bernard Oyharçabal / Ricardo Etxepare, Ricardo Gómez, Joseba Andoni Lakarra (arg./eds)

Processing Facilitation Strategies in OV and VO Languages: A Corpus Study

The present corpus study aimed to examine whether Basque (OV) resorts more often than Spanish (VO) to certain grammatical operations, in order to minimi ze the number of arguments to be processed before the verb. Ueno & Polinsky (2009) argue that VO/OV languages use certain grammatical resources with different frequencies in order to facilitate real-time processing. They observe that both OV and VO languages in their sample (Japanese, Turkish and Spanish) have a similar frequency of use of subject pro-drop; however, they find that OV languages (Japanese, Turkish) use more intransitive sentences than VO languages (English, Spanish), and conclude this is an OV-specific strategy to facilitate processing. We conducted a comparative corpus study of Spanish (VO) and Basque (OV). Results show (a) that the fre- quency of use of subject pro-drop is higher in Basque than in Spanish; and (b) Basque does not use more intransitive sentences than Spanish; both languages have a similar frequency of intransitive sentences. Based on these findings, we conclude that the frequency of use of grammatical resources to facilitate the processing does not depend on a single typological trait (VO/OV) but it is modulated by the concurrence of other grammatical feature.

Euskarazko ahozko grabazioen edukia egiaztatzeko sistema

[EU]Ahots teknologiaren garapenaren gorakadak, hizketan minusbaliotasunen bat duten pertsonen eguneroko bizitza ahalik eta erosoena egitearen saiakerarekin batera, Aholab ikerkuntza taldea ZURE TTS proiektua garatzera eraman du, proiektuaren helburua ahots minusbaliotasun batez jota dauden edo ahotsa guztiz galdu duten pertsonentzat hizketa sintetizadore bat garatzea delarik. Ahots sintetizatua lortzeko, ahots emaileek grabatutako esaldiez osatutako ahots naturaleko corpus bat hartzen da oinarritzat. Sintesi prozesua ahalik eta kalitate altuenekoa izateko, nahitaezkoa da datu basean gordeta dagoen ahotsa egokia izatea, eta horregatik, burutuko den proiektuak grabazioen edukiaren egiaztatzaile bat garatzea du helburu, erabiltzaileak irakurritako esaldiak zuzenak diren edo ez egiaztatzen dituena, horrela ahots sintetizatuaren kalitatea bermatuz.

Aplicaciones de las tecnologías de fabricación aditiva en la industria actual

[ES]En el ámbito industrial actual, la fabricación aditiva supone una alternativa para dar respuesta a las nuevas necesidades del mercado, que no pueden verse resueltas mediante las técnicas de fabricación clásicas. La fabricación aditiva (AM Adittive Manufacturing) representa un cambio en métodos y procesos industriales, permitiendo llevar a cabo piezas antes imposibles de realizar. Tiene sus principales aplicaciones en el sector médico, aeronáutico o el sector de la automoción. Se dan numerosas técnicas clasificadas por diferentes criterios, como el medio a través del cual se aporta la energía. Presenta numerosas ventajas como la complejidad en la geometría de las piezas que se pueden fabricar, a pesar de que aún no está totalmente desarrollada y presenta limitaciones como el coste de material. Todo el diseño parte de las tecnologías CAD/CAM 3D, y se fabrica ya en una amplia variedad de materiales, tanto metálicos como plásticos. Aún bajo poca normativa, se espera que en las próximas décadas esta tecnología desarrolle todo su potencial y sea de uso habitual en los sectores propicios para su explotación.

Community Turnover of Wood-Inhabiting Fungi across Hierarchical Spatial Scales

For efficient use of conservation resources it is important to determine how species diversity changes across spatial scales. In many poorly known species groups little is known about at which spatial scales the conservation efforts should be focused. Here we examined how the community turnover of wood-inhabiting fungi is realised at three hierarchical levels, and how much of community variation is explained by variation in resource composition and spatial proximity. The hierarchical study design consisted of management type (fixed factor), forest site (random factor, nested within management type) and study plots (randomly placed plots within each study site). To examine how species richness varied across the three hierarchical scales, randomized species accumulation curves and additive partitioning of species richness were applied. To analyse variation in wood-inhabiting species and dead wood composition at each scale, linear and Permanova modelling approaches were used. Wood-inhabiting fungal communities were dominated by rare and infrequent species. The similarity of fungal communities was higher within sites and within management categories than among sites or between the two management categories, and it decreased with increasing distance among the sampling plots and with decreasing similarity of dead wood resources. However, only a small part of community variation could be explained by these factors. The species present in managed forests were in a large extent a subset of those species present in natural forests. Our results suggest that in particular the protection of rare species requires a large total area. As managed forests have only little additional value complementing the diversity of natural forests, the conservation of natural forests is the key to ecologically effective conservation. As the dissimilarity of fungal communities increases with distance, the conserved natural forest sites should be broadly distributed in space, yet the individual conserved areas should be large enough to ensure local persistence.

Reciclado de polvo inconel 718 y evolución de las propiedades de los componentes fabricados con los mismos.

[ES]El objetivo de este trabajo ha sido la determinación de un proceso para la reutilización del polvo metálico desperdiciado durante el proceso de aporte por láser. El polvo necesita ser inyectado para ser fundido directamente sobre el aporte pero un alto porcentaje de las partículas golpean el área no fundida y directamente rebotan fuera de la zona de aporte. La eficiencia de las partículas depositadas puede bajar hasta el 40 % dependiendo de la configuración y del tamaño del punto de aporte. El material utilizado ha sido la superaleación de níquel Inconel 718 debido a su potencial aplicación en procesos de fabricación aditiva. Después del primer uso, el polvo es recolectado y tamizado. La fracción indeseada es magnéticamente segregada y la parte limpia es nuevamente tamizada para obtener datos y de nuevo mezclada para estar lista para la reutilización. No ha sido añadido polvo nuevo a la fracción recuperada y este procedimiento ha sido repetido 5 veces. Los test experimentales muestran que el material depositado presenta resultados similares a aquellos obtenidos con polvo nuevo. La implementación de este proceso permite la mejora de la eficiencia final reduciendo tanto costes como residuos materiales.

Proposal and validation of methodologies for the categorisation of continuous variables in the development of prediction models

158 p.