899 resultados para binary to multi-class classifiers


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Although not belonging to the class of professional phagocytes, in many species trophoblast cells exhibit intense phagocytic activity. The complete range of physiological functions of trophoblast phagocytosis has not yet been fully characterized. Close association between the trophoblast and nutrition was determined many years ago. Hubrecht (1889) when proposing for the first time the name trophoblast to the external layer of the blastocyst, directly established the nutritive significance of this embryonic layer. Indeed, histotrophic phagocytosis, i.e. the internalization of maternal cells and secreted materials, is considered an important function of the trophoblast before the completion of the placenta. Recently, however, unexpected characteristics of the trophoblast have significantly enhanced our understanding of this process. Roles in acquisition of space for embryo development, in tissue remodeling during implantation and placentation and in defense mechanisms are highlighting how this cellular activity may be relevant for the maternal-fetal relationship beyond its nutritional function.

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Introduction: The characterization of microbial communities infecting the endodontic system in each clinical condition may help on the establishment of a correct prognosis and distinct strategies of treatment. The purpose of this study was to determine the bacterial diversity in primary endodontic infections by 16S ribosomal-RNA (rRNA) sequence analysis. Methods: Samples from root canals of untreated asymptomatic teeth (n = 12) exhibiting periapical lesions were obtained, 165 rRNA bacterial genomic libraries were constructed and sequenced, and bacterial diversity was estimated. Results: A total of 489 clones were analyzed (mean, 40.7 +/- 8.0 clones per sample). Seventy phylotypes were identified of which six were novel phylotypes belonging to the family Ruminococcaceae. The mean number of taxa per canal was 10.0, ranging from 3 to 21 per sample; 65.7% of the cloned sequences represented phylotypes for which no cultivated isolates have been reported. The most prevalent taxa were Atopobium rimae (50.0%), Dialister invisus, Pre-votella oris, Pseudoramibacter alactolyticus, and Tannerella forsythia (33.3%). Conclusions: Although several key species predominate in endodontic samples of asymptomatic cases with periapical lesions, the primary endodontic infection is characterized by a wide bacterial diversity, which is mostly represented by members of the phylum Firmicutes belonging to the class Clostridia followed by the phylum Bacteroidetes. (J Ended 2011;37:922-926)

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In this paper we show the existence of multiple solutions to a class of quasilinear elliptic equations when the continuous non-linearity has a positive zero and it satisfies a p-linear condition only at zero. In particular, our approach allows us to consider superlinear, critical and supercritical nonlinearities. (C) 2009 Elsevier Masson SAS. All rights reserved.

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The aim of the article is to present a unified approach to the existence, uniqueness and regularity of solutions to problems belonging to a class of second order in time semilinear partial differential equations in Banach spaces. Our results are applied next to a number of examples appearing in literature, which fall into the class of strongly damped semilinear wave equations. The present work essentially extends the results on the existence and regularity of solutions to such problems. Previously, these problems have been considered mostly within the Hilbert space setting and with the main part operators being selfadjoint. In this article we present a more general approach, involving sectorial operators in reflexive Banach spaces. (C) 2008 Elsevier Inc. All rights reserved.

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Credit scoring modelling comprises one of the leading formal tools for supporting the granting of credit. Its core objective consists of the generation of a score by means of which potential clients can be listed in the order of the probability of default. A critical factor is whether a credit scoring model is accurate enough in order to provide correct classification of the client as a good or bad payer. In this context the concept of bootstraping aggregating (bagging) arises. The basic idea is to generate multiple classifiers by obtaining the predicted values from the fitted models to several replicated datasets and then combining them into a single predictive classification in order to improve the classification accuracy. In this paper we propose a new bagging-type variant procedure, which we call poly-bagging, consisting of combining predictors over a succession of resamplings. The study is derived by credit scoring modelling. The proposed poly-bagging procedure was applied to some different artificial datasets and to a real granting of credit dataset up to three successions of resamplings. We observed better classification accuracy for the two-bagged and the three-bagged models for all considered setups. These results lead to a strong indication that the poly-bagging approach may promote improvement on the modelling performance measures, while keeping a flexible and straightforward bagging-type structure easy to implement. (C) 2011 Elsevier Ltd. All rights reserved.

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The generalized Birnbaum-Saunders distribution pertains to a class of lifetime models including both lighter and heavier tailed distributions. This model adapts well to lifetime data, even when outliers exist, and has other good theoretical properties and application perspectives. However, statistical inference tools may not exist in closed form for this model. Hence, simulation and numerical studies are needed, which require a random number generator. Three different ways to generate observations from this model are considered here. These generators are compared by utilizing a goodness-of-fit procedure as well as their effectiveness in predicting the true parameter values by using Monte Carlo simulations. This goodness-of-fit procedure may also be used as an estimation method. The quality of this estimation method is studied here. Finally, through a real data set, the generalized and classical Birnbaum-Saunders models are compared by using this estimation method.

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Cannabinoid compounds have widely been employed because of its medicinal and psychotropic properties. These compounds are isolated from Cannabis sativa (or marijuana) and are used in several medical treatments, such as glaucoma, nausea associated to chemotherapy, pain and many other situations. More recently, its use as appetite stimulant has been indicated in patients with cachexia or AIDS. In this work, the influence of several molecular descriptors on the psychoactivity of 50 cannabinoid compounds is analyzed aiming one obtain a model able to predict the psychoactivity of new cannabinoids. For this purpose, initially, the selection of descriptors was carried out using the Fisher`s weight, the correlation matrix among the calculated variables and principal component analysis. From these analyses, the following descriptors have been considered more relevant: E(LUMO) (energy of the lowest unoccupied molecular orbital), Log P (logarithm of the partition coefficient), VC4 (volume of the substituent at the C4 position) and LP1 (Lovasz-Pelikan index, a molecular branching index). To follow, two neural network models were used to construct a more adequate model for classifying new cannabinoid compounds. The first model employed was multi-layer perceptrons, with algorithm back-propagation, and the second model used was the Kohonen network. The results obtained from both networks were compared and showed that both techniques presented a high percentage of correctness to discriminate psychoactive and psychoinactive compounds. However, the Kohonen network was superior to multi-layer perceptrons.

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This thesis consists of four manuscripts in the area of nonlinear time series econometrics on topics of testing, modeling and forecasting nonlinear common features. The aim of this thesis is to develop new econometric contributions for hypothesis testing and forecasting in these area. Both stationary and nonstationary time series are concerned. A definition of common features is proposed in an appropriate way to each class. Based on the definition, a vector nonlinear time series model with common features is set up for testing for common features. The proposed models are available for forecasting as well after being well specified. The first paper addresses a testing procedure on nonstationary time series. A class of nonlinear cointegration, smooth-transition (ST) cointegration, is examined. The ST cointegration nests the previously developed linear and threshold cointegration. An Ftypetest for examining the ST cointegration is derived when stationary transition variables are imposed rather than nonstationary variables. Later ones drive the test standard, while the former ones make the test nonstandard. This has important implications for empirical work. It is crucial to distinguish between the cases with stationary and nonstationary transition variables so that the correct test can be used. The second and the fourth papers develop testing approaches for stationary time series. In particular, the vector ST autoregressive (VSTAR) model is extended to allow for common nonlinear features (CNFs). These two papers propose a modeling procedure and derive tests for the presence of CNFs. Including model specification using the testing contributions above, the third paper considers forecasting with vector nonlinear time series models and extends the procedures available for univariate nonlinear models. The VSTAR model with CNFs and the ST cointegration model in the previous papers are exemplified in detail,and thereafter illustrated within two corresponding macroeconomic data sets.

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This work presents the progress made towards synthesizing 2-oxo-16-(3', 4'methylenedioxyphenyl)-trans-15-hexadecene, an antimycobacterial compound that was originally isolated from the leaves of Piper Sanctum. The hydrocarbon chain of the molecule was synthesized first by opening a 15-pentadecanolactone ring by means of HI, and performing an E2 elimination reaction on the molecule followed by an organolithium reaction with CH3Li. Hexadec-15-en-2-one that was afforded this way was later reacted with 5-bromobenzo[d][1,3]dioxole following the appropriate Heck reaction protocol that allows for the formation of a palladium catalyzed carbon-carbon bond. The modes of action of 2-oxo-16-(3', 4'-methylenedioxyphenyl)-trans-15hexadecene are comparable to the ones of rifampicin, a marketable drug that has been successfully used in the treatment of tuberculosis in the past. Additionally, this compound can serve as an intermediate towards the synthesis of 2-oxo-16-(3', 4' methylenedioxyphenyl)-hexadecane and 2-oxo-14-(3', 4' -methylenedioxyphenyl) tetradecane, both strong inhibitors of the growth of Mycobacterium tuberculosis. Lastly, due to Multi-Drug Resistant tuberculosis, there has been an increasing need to find alternative cures for tuberculosis. Therefore, the work on 2-qxo-16-(3', 4'methylenedioxyphenyl)-trans-15-hexadecene is not only chemically interesting but it is also biologically important.

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TOC: Life at LaGuardia…3/ LaGuardia At Work…11/College-Wide Activities…20/Mayor LaGuardia…26/Martin Luther King…28/Statue of Liberty…30/Activities and Trips…33/Recreation…52/Student Government and Clubs…56/Faculty and Staff…64/Letters to Graduates…83/Class ’85…87/Class ’86…115/Dedication to the Challenger…156/Boosters and Ads…158 Yearbook Committee: Project Director, VINCENT BANREY; Asst. Project Director, CATHY WHAN; Editor-in-Chief, MARGARET NEISS; Layout Editor, HORACIO OWENS; Asst. Layout Editor, MARICRUZ SAUNDERS; Copy Editor/Captain Editor, UMOJA KWANGUVU; Typesetter, EDWARD HOLLINS; Cover Artist, DAVID VAZQUEZ; End Sheets Photo, YOUNG BAEK CHOI; Finance Manager, GEORGE BERMUDEZ; Photographers: HORACIO OWENS, MARINA DIAZ, MARGARET NEISS, LORI GEORGE, RANDY FADER SMITH, UMOJA KWANGUVU, JUAN SEGARRA, PETER ABBATE, CLASSIC STUDIO; Production Staff: HORACIO OWENS, MARGARET NEISS, MARINA DIAZ, UMOJA KWANGUVU, MARICRUZ SAUNDERS, IRENE LEBRON, ARLENE BANREY, QUAALAN SAMUELS, MAYRA ALDONADO, CATHY WHAN, RAVI RAMDASS, GEORGE BERMUDEZ, BLANCA ARBITO, EDWARD HOLLINS, BRIDGET DAVIS; Feature Writers: YVONNE CANNON AND HARRIET ASCHOFF ("LaGuardia at Work"); GEORGE BERMUDEZ ("Mayor LaGuardia, A Civil Rights Political Leader"); SCOTT ENGEL ("Statue Of Liberty"); JEFFREY DAVIS ("Tribute to Ron Miller"); MARICRUZ SAUNDERS ("Challengers"); CASSANDRA WILLIAMS ("King: The Vision and the Fulfillment").

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When an accurate hydraulic network model is available, direct modeling techniques are very straightforward and reliable for on-line leakage detection and localization applied to large class of water distribution networks. In general, this type of techniques based on analytical models can be seen as an application of the well-known fault detection and isolation theory for complex industrial systems. Nonetheless, the assumption of single leak scenarios is usually made considering a certain leak size pattern which may not hold in real applications. Upgrading a leak detection and localization method based on a direct modeling approach to handle multiple-leak scenarios can be, on one hand, quite straightforward but, on the other hand, highly computational demanding for large class of water distribution networks given the huge number of potential water loss hotspots. This paper presents a leakage detection and localization method suitable for multiple-leak scenarios and large class of water distribution networks. This method can be seen as an upgrade of the above mentioned method based on a direct modeling approach in which a global search method based on genetic algorithms has been integrated in order to estimate those network water loss hotspots and the size of the leaks. This is an inverse / direct modeling method which tries to take benefit from both approaches: on one hand, the exploration capability of genetic algorithms to estimate network water loss hotspots and the size of the leaks and on the other hand, the straightforwardness and reliability offered by the availability of an accurate hydraulic model to assess those close network areas around the estimated hotspots. The application of the resulting method in a DMA of the Barcelona water distribution network is provided and discussed. The obtained results show that leakage detection and localization under multiple-leak scenarios may be performed efficiently following an easy procedure.

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A resistência a doenças em plantas transgênicas tem sido obtida por meio da expressão de genes isolados de bactérias, fungos micoparasitas e plantas. Neste trabalho, relatamos a utilização de um gene do fungo entomopatogênico Metarhizium anisopliae como modo de gerar resistência a doenças fúngicas em plantas. O gene chit1 codifica a quitinase CHIT42 (EC 3.2.1.14), pertencente a uma classe de glicosil-hidrolases capazes de converter quitina em oligômeros de N-acetil-glicosamina (NAcGlc). Quando presentes em tecidos vegetais, supõese que as quitinases ataquem especificamente a parede celular de fungos invasores, provocando danos às hifas e causando a morte por lise das células fúngicas. Deste modo, dois diferentes grupos de plantas transgênicas de Nicotiana tabacum foram produzidos: no primeiro deles, denominado chitplus, os indivíduos possuem o gene chit1 sob o controle do promotor CaMV 35S. O segundo grupo, demoninado chitless, consiste de plantas transformadas com um T-DNA não contendo o gene do fungo. Trinta e quatro plantas transgênicas resistentes à canamicina (17 de cada grupo) foram regeneradas a partir de discos de folhas infectados por Agrobacterium tumefaciens. A produção da quitinase em extratos protéicos de folhas foi analisada por zimogramas em SDS-PAGE contendo glicol-quitina e corados por calcoflúor branco, na forma de um screening dos transgênicos primários. As plantas transgênicas foram testadas, ainda, por meio de ensaios colorimétricos empregando oligômeros sintéticos de NAcGlc como substratos específicos, além de immunoblot e Western blot com soro anti-quitinase. A quantidade de enzima recombinante nas plantas chitplus variou desde nenhuma atividade detectável a elevados níveis de expressão da enzima. A hibridização de Southern blot demonstrou que o número de cópias do gene chit1 integradas no genoma vegetal foi estimado entre uma e quatro. A primeira geração de plantas transgênicas geradas por autofecundação de parentais portadores de duas cópias do transgene foi testada com relação à estabilidade da herança do transgene e em 43 de um total de 67 descendentes, originados de quatro cruzamentos independentes, o padrão de segregação não diferiu das proporções Mendelianas esperadas. Ensaios de resistência, desafiando as plantas transgênicas com o basidiomiceto Rhizoctonia solani foram realizados e uma evidente diminuição da área foliar contendo lesões fúngicas foi observada entre as linhagens transgênicas, embora variações na atividade quitinolítica tenham influenciado o nível de resistência. Nossos resultados sugerem uma relação direta entre a atividade específica de quitinase e ao aumento nos níveis de resistência às lesões causadas pela infecção por R. solani.

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O trabalho se propoe a retratar a realidade da criança migrante na região de destino, mais especificamente no contexto escolar. Tomando por base observações realizadas numa escola do Municipio de Nova Iguaçu, são sugeridas modificações nos curriculos plenos com vistas a um melhor atendimento ao aluno migrante, enquanto sujeito ao processo educativo formal . A criança que migra para a Baixada Fluminense, geralmente, detem um código restrito e depara-se, na escola, com outro semelhante ao seu, utilizado pelo aluno não migrante e com um código elaborado veiculado por aquela instituiçao. Embora se considere o código linguistico um obstáculo de difícil transposição, ao fim de algum tempo, o aluno migrante consegue "imitar" o dos colegas que, tal como ele, integram a população de baixa renda. Já o código difundido pela escola é de dificil absorção pelos seus alunos que nao vivenciam experiências e condutas das classes dominantes que ele procura expressar e caracterizar. No processo de ajustamento e acomodação da criança à sociedade de classes, cabe ao curriculo escolar estabelecer relações de poder e controle expressas nos principios de classificação e emolduramento. A fim de propiciar uma educação voltada para a mudança, os curriculos plenos, muito embora desempenham um papel secundário, devem ser organizados com a participação de representantes de diferentes segmentos da escola buscando preservar valores e traços culturais distintos e estruturados a partir de uma reflexão sobre a realidade.

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Com o objetivo de avaliar o valor das atividades lúdicas CAL) no aprendizado do idioma alemão foram ministra das 45 aulas com AL e 112 sem AL à uma turma de 21 alunos do primeiro e segundo períodos do Curso de Português-Alemão do Instituto de Letras da Universidade do Estado do Rio de Janeiro. O contato 'prévio com o idioma alemão dessa turma era praticamente inexistente.