A fine grained heuristic to capture web navigation patterns

In previous work we have proposed a statistical model to capture the user behaviour when browsing the web. The user navigation information obtained from web logs is modelled as a hypertext probabilistic grammar (HPG) which is within the class of regular probabilistic grammars. The set of highest probability strings generated by the grammar corresponds to the user preferred navigation trails. We have previously conducted experiments with a Breadth-First Search algorithm (BFS) to perform the exhaustive computation of all the strings with probability above a specified cut-point, which we call the rules. Although the algorithm’s running time varies linearly with the number of grammar states, it has the drawbacks of returning a large number of rules when the cut-point is small and a small set of very short rules when the cut-point is high. In this work, we present a new heuristic that implements an iterative deepening search wherein the set of rules is incrementally augmented by first exploring trails with high probability. A stopping parameter is provided which measures the distance between the current rule-set and its corresponding maximal set obtained by the BFS algorithm. When the stopping parameter takes the value zero the heuristic corresponds to the BFS algorithm and as the parameter takes values closer to one the number of rules obtained decreases accordingly. Experiments were conducted with both real and synthetic data and the results show that for a given cut-point the number of rules induced increases smoothly with the decrease of the stopping criterion. Therefore, by setting the value of the stopping criterion the analyst can determine the number and quality of rules to be induced; the quality of a rule is measured by both its length and probability

Alterations in brain connectivity due to plasticity and synaptic delay

Brain plasticity refers to brain's ability to change neuronal connections, as a result of environmental stimuli, new experiences, or damage. In this work, we study the effects of the synaptic delay on both the coupling strengths and synchronisation in a neuronal network with synaptic plasticity. We build a network of Hodgkin-Huxley neurons, where the plasticity is given by the Hebbian rules. We verify that without time delay the excitatory synapses became stronger from the high frequency to low frequency neurons and the inhibitory synapses increases in the opposite way, when the delay is increased the network presents a non-trivial topology. Regarding the synchronisation, only for small values of the synaptic delay this phenomenon is observed

Eficácia de Beauveria bassiana para o controle de Hedypathes betulinus em erva-mate, Ilex paraguariensis.

O controle das pragas da erva-mate, dentre as quais a broca-da-erva-mate, Hedypathes betulinus, é limitado principalmente a técnicas silviculturais e catação manual, pois não é permitida a aplicação de agroquímicos nessa cultura. A fim de contribuir com informações para o controle biológico de H. betulinus, o presente trabalho teve por objetivos determinar a eficácia e o número de aplicações anuais do micoinseticida à base do fungo entomopatogênico Beauveria bassiana para o controle dessa praga. Os experimentos foram conduzidos em uma área de erva-mate em monocultura, no município de Campo Alegre, SC, Brasil. O formulado foi pulverizado no tronco e na base das árvores, de acordo com um cronograma de duas ou três aplicações, em diferentes meses do ano. Constatou-se a eficácia com a utilização do formulado, sendo que os dados de captura das áreas tratadas diferiram estatisticamente da testemunha e do tratamento com catação manual. Contudo, não houve diferença estatística entre os tratamentos com duas e três aplicações, sendo capturados, respectivamente, 18,4% e 17,7% dos insetos marcados. Assim, apenas duas pulverizações com B. bassiana realizadas nos meses de novembro e fevereiro são eficientes para o controle de H. betulinus e manutenção do inóculo na área de erva-mate em monocultur

Finasteride quantification in human plasma by high-performance liquid chromatography coupled to electrospray ionization tandem mass spectrometry. application to a comparative pharmacokinetics study

A specific, fast and sensitive LC-MS/MS assay was developed for the determination of finasteride in human plasma using betamethsone dipropionate as the internal standard (IS). The limit of quantification was 1.0 ng/ml and the method was linear in the range of 1.0–25.0 ng/ml. The retention times were 0.75 min for finasteride and 0.85 min for IS. Method intra-batch precision and accuracy ranged from 3.6 to 7.1%, and 96.6 to 103.9%, respectively. Inter-batch precision ranged from 2.5 to 3.4%, while Inter-batch accuracy ranged from 100.3 to 103.5%. The analytical method was applied to evaluate the pharmacokinetic and relative bioavailability of 2 different pharmaceutical formulations containing 1.0 mg of finasteride. This study evaluated 38 volunteers in a randomized, 2-period crossover study with 7 days washout period between doses. The geometric mean and respective 90% CI of finasteride test/reference percent ratios were 95.68% (91.2 – 104.6%) for Cmax, 97.5% (92.1 –103.3%) for AUC0-t and 98.1 (92.67−103.8) for AUC0-inf. Based on the 90% confidence interval of the individual ratios (test formulation/reference formulation) for Cmax and AUC0-inf, it was concluded that the test formulation is bioequivalent to the reference one with respect to the rate and extent of absorption of finasteride65944945

LIQUID METAL FLOW CONTROL BY DC ELECTROMAGNETIC PUMPS

The cooling system of high-density thermal power requires fluids of high thermal conductivity, such as liquid metals. Electromagnetic pumps can be used to liquid metal fluid flow control in cooling circuits. The operation of electromagnetic pumps used to flow control is based on Lorentz force. This force can be achieved by magnetic field and electric current interaction, controlled by external independent power supplies. This work presents the electromagnetic pump operational principles, the IEAv development scheme and the BEMC-1 simulation code. The theoretical results of BEMC-1simulation are compared to electromagnetic pump operation experimental data, validating the BEMC-1 code. This code is used to evaluate the DC electromagnetic pump performance applied to Mercury flow control and others liquid metal such as Sodium, Lead and Bismuth, used in nuclear fast reactors

An infrared diagnostic for magnetism in hot stars

Magnetospheric observational proxies are used for indirect detection of magnetic fields in hot stars in the X-ray, UV, optical, and radio wavelength ranges. To determine the viability of infrared (IR) hydrogen recombination lines as a magnetic diagnostic for these stars, we have obtained low-resolution (R~1200), near-IR spectra of the known magnetic B2V stars HR 5907 and HR 7355, taken with the Ohio State Infrared Imager/Spectrometer (OSIRIS) attached to the 4.1m Southern Astrophysical Research (SOAR) Telescope. Both stars show definite variable emission features in IR hydrogen lines of the Brackett series, with similar properties as those found in optical spectra, including the derived location of the detected magnetospheric plasma. These features also have the added advantage of a lowered contribution of stellar flux at these wavelengths, making circumstellar material more easily detectable. IR diagnostics will be useful for the future study of magnetic hot stars, to detect and analyze lower-density environments, and to detect magnetic candidates in areas obscured from UV and optical observations, increasing the number of known magnetic stars to determine basic formation properties and investigate the origin of their magnetic fields.Comment: 4 pages, accepted for publication in A&

A PARAMETRIC STUDY AND PERFORMANCE EVALUATION OF DC ELECTROMAGNETIC PUMPS WITH BEMC-1 CODE

Electromagnetic pumps are used to control liquid metal fluid flow in cooling loops. The principle of operation of an electromagnetic pump is based on Lorentz’s force. This is obtained by interaction of the magnetic field and the electrical current, imposed and adjusted by independent external electric power sources. In this work are presented the continuous current electromagnetic pumps, their basic equations and the BEMC-1 code, developed for design and performance evaluation of a DC electromagnetic pump. The main objective of this paper is a parametric study for magnetic induction, static pressure, fluid flow and performance evaluation of the pump. The theoretical results are compared with the experimental data to get adjust factors to be used in the BEMC-1 code. In this way the BEMC-1 code can be validated and used in the evaluations and projects of DC electromagnetic pumps

Nodulação e fixação biológica de nitrogênio de acessos de amendoim com estirpes nativas de rizóbios.

A maximização da fixação biológica de nitrogênio (FBN) em espécies tropicais, costuma ser pouco eficiente uma vez que essas espécies nodulam facilmente com rizóbios nativos. 0 sucesso da seleção de uma simbiose eficiente é dependente do conhecimento da variabilidade genética do macro e do microssimbionte. Objetivou-se, neste estudo, avaliar parâmetros relacionados à capacidade de nodu-lação e fixação biológica de nitrogênio entre acessos de amendoim. Nove acessos de amendoim, cultivados em Aargissolo e Planossolo, foram utilizados, sendo avaliado o número e a massa de nó-dulos, a massa da parte aérea e da raiz, o nitrogênio (N) acumulado, e a redução de acetileno, sob o efeito da população nativa de rizóbios. Os acessos lAC Tatu-ST, lAC 886 Runner, Sapucaia Verme-Iha, Sapucaia Bege e CV Tatuí, mostraram desempenho superior sugerindo que existem variações entre os acessos de amendoim as quais podem ser úteis na seleção de associações eficientes. The maximization of biological nitrogen fixation (BNF) in tropical legume species is generally not efficient because these species can nodulate easily with indigenous rhizobial strains. The selection success of an efficient association depends on the genetic variability of the macro and microsymbi-onto This study aimed to compare nodulation and biological nitrogen fixation parameters among different peanut genotypes. Nine genotypes were cultivated in Argisol and Planosol and shoot, root and nodule dry weight, nodule number, shoot total N content and acetylene reduction activity were evaluated. Under espontaneous nodulation, genotypes lAC Tatu-ST, lAC 886 Runner, Sapucaia Ver-melha, Sapucaia Bege and CV Tatuf showed a better development suggesting that there are differen-ces in the biological nitrogen fixation characteristics among the genotypes studied which may be useful for selecting efficient associations.Parceria: UFRP

Produção de mudas in vitro e indução floral de abacaxizeiro ornamental.

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Integrated optical frequency comb for 5G NR Xhauls

: We experimentally demonstrate the use of optical frequency combs (OFCs), generated by a photonic integrated circuit (PIC), in a flexible optical distribution network based on fiber-optics and free-space optics (FSOs) links, aimed at the fifth generation of mobile network (5G) Xhauls. The Indium Phosphide (InP) monolithically integrated OFC is based on cascaded optical modulators and is broadly tunable in terms of operating wavelength and frequency spacing. Particularly, our approach relies on applying the PIC in a centralized radio access network (C-RAN) architecture, with the purpose of optically generating two low-phase noise mm-waves signals for simultaneously enabling a 12.5-km of single-mode fiber (SMF) fronthaul and a 12.5-km SMF midhaul, followed by a 10-m long FSO fronthaul link. Moreover, the demonstrator contemplates two 10-m reach 5G wireless access networks operating in the 26 GHz band, i.e. over the frequency range 2 (FR2) from the 5G NR standard. The proposed integrated OFC-based 5G system performance is in accordance to the 3rd Generation Partnership Project (3GPP) Release 15 requirements, achieving a total wireless throughput of 900 Mbit/s