A Split-and-Merge Dictionary Learning Algorithm for Sparse Representation: Application to Image Denoising

In big data image/video analytics, we encounter the problem of learning an over-complete dictionary for sparse representation from a large training dataset, which cannot be processed at once because of storage and computational constraints. To tackle the problem of dictionary learning in such scenarios, we propose an algorithm that exploits the inherent clustered structure of the training data and make use of a divide-and-conquer approach. The fundamental idea behind the algorithm is to partition the training dataset into smaller clusters, and learn local dictionaries for each cluster. Subsequently, the local dictionaries are merged to form a global dictionary. Merging is done by solving another dictionary learning problem on the atoms of the locally trained dictionaries. This algorithm is referred to as the split-and-merge algorithm. We show that the proposed algorithm is efficient in its usage of memory and computational complexity, and performs on par with the standard learning strategy, which operates on the entire data at a time. As an application, we consider the problem of image denoising. We present a comparative analysis of our algorithm with the standard learning techniques that use the entire database at a time, in terms of training and denoising performance. We observe that the split-and-merge algorithm results in a remarkable reduction of training time, without significantly affecting the denoising performance.

The X Chromosome of Hemipteran Insects: Conservation, Dosage Compensation and Sex-Biased Expression

Insects of the order Hemiptera (true bugs) use a wide range of mechanisms of sex determination, including genetic sex determination, paternal genome elimination, and haplodiploidy. Genetic sex determination, the prevalent mode, is generally controlled by a pair of XY sex chromosomes or by an XX/XO system, but different configurations that include additional sex chromosomes are also present. Although this diversity of sex determining systems has been extensively studied at the cytogenetic level, only the X chromosome of the model pea aphid Acyrthosiphon pisum has been analyzed at the genomic level, and little is known about X chromosome biology in the rest of the order. In this study, we take advantage of published DNA- and RNA-seq data from three additional Hemiptera species to perform a comparative analysis of the gene content and expression of the X chromosome throughout this clade. We find that, despite showing evidence of dosage compensation, the X chromosomes of these species show female-biased expression, and a deficit of male-biased genes, in direct contrast to the pea aphid X. We further detect an excess of shared gene content between these very distant species, suggesting that despite the diversity of sex determining systems, the same chromosomal element is used as the X throughout a large portion of the order.

High-throughput miniaturized microfluidic microscopy with radially parallelized channel geometry

In this article, we present a novel approach to throughput enhancement in miniaturized microfluidic microscopy systems. Using the presented approach, we demonstrate an inexpensive yet high-throughput analytical instrument. Using the high-throughput analytical instrument, we have been able to achieve about 125,880 cells per minute (more than one hundred and twenty five thousand cells per minute), even while employing cost-effective low frame rate cameras (120 fps). The throughput achieved here is a notable progression in the field of diagnostics as it enables rapid quantitative testing and analysis. We demonstrate the applicability of the instrument to point-of-care diagnostics, by performing blood cell counting. We report a comparative analysis between the counts (in cells per mu l) obtained from our instrument, with that of a commercially available hematology analyzer.

Connecting Active-Site Loop Conformations and Catalysis in Triosephosphate Isomerase: Insights from a Rare Variation at Residue96 in the Plasmodial Enzyme

Despite extensive research into triosephosphate isomerases (TIMs), there exists a gap in understanding of the remarkable conjunction between catalytic loop-6 (residues 166-176) movement and the conformational flip of Glu165 (catalytic base) upon substrate binding that primes the active site for efficient catalysis. The overwhelming occurrence of serine at position96 (98% of the 6277 unique TIM sequences), spatially proximal to E165 and the loop-6 residues, raises questions about its role in catalysis. Notably, Plasmodium falciparum TIM has an extremely rare residuephenylalanineat this position whereas, curiously, the mutant F96S was catalytically defective. We have obtained insights into the influence of residue96 on the loop-6 conformational flip and E165 positioning by combining kinetic and structural studies on the PfTIM F96 mutants F96Y, F96A, F96S/S73A, and F96S/L167V with sequence conservation analysis and comparative analysis of the available apo and holo structures of the enzyme from diverse organisms.

Theoretical insights on the electro-thermal transport properties of monolayer MoS2 with line defects

Two dimensional (2D) materials demonstrate several novel electrical, mechanical, and thermal properties which are quite distinctive to those of their bulk form. Among many others, one important potential application of the 2D material is its use in the field of energy harvesting. Owing to that, here we present a detailed study on electrical as well as thermal transport of monolayer MoS2, in quasi ballistic regime. Besides the perfect monolayer in its pristine form, we also consider various line defects which have been experimentally observed in mechanically exfoliated MoS2 samples. For calculating various parameters related to the electrical transmission, we employ the non-equilibrium Green's function-density functional theory combination. However, to obtain the phonon transmission, we take help of the parametrized Stillinger-Weber potential which can accurately delineate the inter-atomic interactions for the monolayer MoS2. Due to the presence of line defects, we observed significant reductions in both the charge carrier and the phonon transmissions through a monolayer MoS2 flake. Moreover, we also report a comparative analysis showing the temperature dependency of the thermoelectric figure of merit values, as obtained for the perfect as well as the other defective 2D samples. (C) 2016 AIP Publishing LLC.

El tema del tiempo en la "Expositio in physicam" de Walter Burley

Resumen: El trabajo permite reconstruir el itinerario de la reacción inmediata del ultra realismo de Walter Burley frente a la crítica nominalista, tomando base en la teoría física y particularmente, en el tema del tiempo. Entendemos que el análisis comparativo de las doctrinas de Burley y de Ockham permitirá arrojar cierta luz sobre la historia de los primeros e importantes enfrentamientos al ockhamismo, procurando conformar una intelección nueva del siglo XIV donde Burley pasaría a ser un personaje de interés al motivar la reflexión de una figura como la de Ockham. Centramos nuestro análisis en torno a dos tópicos: aquel vinculado con la determinación del concepto de tiempo y su distinción del movimiento; y en segundo término, consideraremos el problema de la unicidad o pluralidad de tiempos. El trabajo propone tentativamente que ambos autores conocieron mutuamente sus doctrinas, se leyeron y corrigieron recíprocamente; y las profundas diferencias que conforman sus sistemas deben buscarse en una fundamentación gnoseo-ontológica diversa.

Non più mesta accanto al fuoco : floración operística del mito de Cenicienta

Resumen: Este artículo se aboca a un análisis comparativo de tres óperas basadas en el mito de Cenicienta, a partir de las versiones literarias canónicas de Basile, Perrault y Grimm: La Cenerentola de Rossini-Ferretti (1817), Cendrillon de Massenet-Cain (1899), y ¡Cenicientaaa...! de Lambertini (2008). Consideramos aspectos míticos del relato, como el combate cosmogónico, la unión hierogámica, la rivalidad fraterna y el complejo edípico, y estudiamos su vigencia y sus mutaciones a través de las sucesivas estéticas que corresponden a las tres óperas señaladas: iluminismo, romanticismo, posmodernidad.

La descripción del nuevo mundo en la primera mitad del siglo XVI : Pedro Mártir de Anglería y Gonzalo Fernández de Oviedo

Resumen: Descripciones geográficas y etnológicas de las Indias en autores españoles del siglo XVI. Análisis de los escritos de Pedro Mártir de Anglería y Gonzalo Fernández de Oviedo en los aspectos siguientes: idea de un Nuevo Mundo, crítica y rechazo de las ideas antiguas (mirabilia, monstruos), descripción de plantas y animales, aplicación a las sociedades indígenas de las nociones de “edad de oro” y “bondad natural”, análisis comparativo y valoración de las culturas indígenas en relación con la europea.

Transparência do orçamento público brasileiro : exame dos documentos orçamentários da União e uma proposta de estrutura para o Orçamento-Cidadão

Sugere medidas para o aperfeiçoamento da transparência do sistema orçamentário federal brasileiro. A partir de pesquisa exploratória busca relacionar o instituto do orçamento público aos conceitos de planejamento, participação popular, controle social, cidadania, accountability e democracia - relações que fundamentam a defesa da transparência orçamentária. Examina se são emitidos dez documentos orçamentários e avalia seus conteúdos. São eles: Declaração Pré-Orçamentária, Proposta de Orçamento do Executivo, Orçamento, Relatórios Mensais, Relatório Semestral, Relatório Anual, Relatório do Auditor, Relatório Pré-Eleitoral, Relatório Plurianual e Orçamento-Cidadão.

Análisis de la flexibilidad de la oferta de formación en gestión del País Vasco

El contenido de este trabajo deriva del proyecto de investigación UE-1998-23, «Oferta y Demanda de Formación en Gestión Empresarial para Directivos en la CAPV» y del contrato de investigación «Análisis de la Oferta de Formación en Gestión y en Gestión del Conocimiento». El proyecto era perteneciente a la convocatoria de 1998 de ayudas del Gobierno Vasco a Proyectos de Investigación e Innovacion Tecnológica entre Universidades y Empresas, en su elaboración y desarrollo participaron la Universidad del País Vasco-Euskal Herriko Unibertsitatea, la Universidad de Deusto (ESTE) y el Cluster del Conocimiento, como empresa.

La protección de las invenciones mediante patentes en las universidades europeas, japonesas y estadounidenses

[ES] En los últimos años se ha producido en las universidades de todo el mundo una tendencia creciente a proteger sus invenciones a través de derechos de patentes. Este hecho refleja la mayor aplicabilidad de la investigación universitaria y la intención de transferir estos resultados al mundo empresarial.

Transformaciones agropecuarias en Guipúzcoa durante los siglos XVI y XVII

Actas de la XII Reunión Científica de la Fundación Española de Historia Moderna, celebrada en la Universidad de León en 19-21 de junio de 2012.

Nutrient dynamics of seasonal tanks in the dry zone of Sri Lanka in relation to their hydrological regimes

Village tanks are put to a wide range of uses by the rural communities that depend on them for their survival. As the primacy of irrigation has decreased under these tanks due to a variety of climatic and economic reasons there is a need to reevaluate their use for other productive functions. The research presented in this paper is part of a programme investigating the potential to improve the management of living aquatic resources in order to bring benefits to the most marginal groups identified in upper watershed areas. Based on an improved typology of seasonal tanks, the seasonal changes and dynamics of various water quality parameters indicative of nutrient status and fisheries carrying capacity are compared over a period of one year. Indicators of Net (Primary) Productivity (NP): Rates of Dissolved Oxygen (DO) change, Total Suspended Solids (TSS): Total Suspended Volatile solids (TVSS) ratios are the parameters of principle interest. Based on these results a comparative analysis is made on two classes of ‘seasonal’ and ‘semi-seasonal’ tanks. Results indicate a broad correlation in each of these parameters with seasonal trends in tank hydrology. Highest productivity levels are associated with periods of declining water storage, whilst the lowest levels are associated with the periods of maximum water storage shortly after the NW monsoon. This variation is primarily attributed to dilution effects associated with depth and storage area. During the yala period, encroachment of the surface layer by several species of aquatic macrophyte also has progressively negative impacts on productivity. The most seasonal tanks show wider extremes in seasonal nutrient dynamics, overall, with less favourable conditions than the ‘semi-seasonal’ tanks. Never the less all the tanks can be considered as being highly productive with NP levels comparable to fertilised pond systems for much of the year. This indicates that nutrient status is not likely to be amongst the most important constraints to enhancing fish production. Other potential management improvements based on these results are discussed. [PDF contains 19 pages]

Síntesis de carbonato de glicerol a partir de glicerol, CO2 y sus derivados

209 p. : il., gráf.

Characterization of rural livelihood of Lake Chad basin fishermen

The study examined the characterization of rural livelihood of the fishermen in the Nigeria portion of Lake Chad Basin are as part of European Commission (EC) founded project entitled "Sustainable development of continental fisheries; a regional study of policy options and policy formation mechanisms for the Lake Chad Basin" Wealth ranking exercise which was not based on real income but on production capacity of the fishermen was carried out in twenty (20) villages survey on the western part of the region using Rapid Rural Appraisal Technique with semi- structured interviews. The different activities carried out by the villagers for living were identified according to their socio-economic status. This was followed by an assessment of the socio-economic characterization within each wealth group. Series of comparative analysis of the ethnic composition, accessibility of fishing gear ownership by the population were done. The results show that the 3 wealth groups in the region include the rich (Group 1) the middle class (Group 2) and the poor (Group 3). It was identified that fishing is just one component of the socio-economic production system along side farming, livestock rearing and trading which are closely integrated. The diversified livelihood system being practiced in the Chad Basin region are not only less vulnerable but also more sustainable