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991.
基于傅里叶变换近红外光谱技术,通过主成分分析(PCA),可较好地区分不同品牌的榨菜酱油样本.利用偏最小二乘法(PLS)建立了测定榨菜酱油成分的定量分析模型,校正集样本中总酸、氨基酸态氮和食盐的分析模型决定系数(R2)分别为98.44,98.74和98.48,交叉验证均方差(RMSECV)分别为0.001 3,0.008 44和0.355.预测集样本中总酸、氨基酸态氮和食盐的外部验证决定系数(R2)分别为96.04,95.90,96.27,预测集标准偏差(RMSEP)分别为0.017 4,0.012 9,0.48.实验结果具有较高的预测精度,可以用于测定榨菜酱油主要成分的质量浓度. 相似文献
992.
993.
利用替代法得到了复合指数形变幅杆的频率方程,在此基础上解算出谐振长度、放大系数等重要参数,并借助于ANSYS软件对复合变幅杆进行模态分析.结果表明该方法对复合形变幅杆的设计是可行的,也显示了ANSYS在变幅杆设计中的重要性.这给其他复合变幅杆的设计提供了参考. 相似文献
994.
Recognizing the successes of treed Gaussian process (TGP) models as an interpretable and thrifty model for nonparametric regression,
we seek to extend the model to classification. Both treed models and Gaussian processes (GPs) have, separately, enjoyed great
success in application to classification problems. An example of the former is Bayesian CART. In the latter, real-valued GP
output may be utilized for classification via latent variables, which provide classification rules by means of a softmax function.
We formulate a Bayesian model averaging scheme to combine these two models and describe a Monte Carlo method for sampling
from the full posterior distribution with joint proposals for the tree topology and the GP parameters corresponding to latent variables at the leaves. We concentrate on efficient sampling of the latent variables,
which is important to obtain good mixing in the expanded parameter space. The tree structure is particularly helpful for this
task and also for developing an efficient scheme for handling categorical predictors, which commonly arise in classification
problems. Our proposed classification TGP (CTGP) methodology is illustrated on a collection of synthetic and real data sets.
We assess performance relative to existing methods and thereby show how CTGP is highly flexible, offers tractable inference,
produces rules that are easy to interpret, and performs well out of sample. 相似文献
995.
This paper proposes a maximum clustering similarity (MCS) method for determining the number of clusters in a data set by studying
the behavior of similarity indices comparing two (of several) clustering methods. The similarity between the two clusterings
is calculated at the same number of clusters, using the indices of Rand (R), Fowlkes and Mallows (FM), and Kulczynski (K)
each corrected for chance agreement. The number of clusters at which the index attains its maximum is a candidate for the
optimal number of clusters. The proposed method is applied to simulated bivariate normal data, and further extended for use
in circular data. Its performance is compared to the criteria discussed in Tibshirani, Walther, and Hastie (2001). The proposed
method is not based on any distributional or data assumption which makes it widely applicable to any type of data that can
be clustered using at least two clustering algorithms. 相似文献
996.
Young DA Wright AP Roberts JL Warner RC Young NW Greenbaum JS Schroeder DM Holt JW Sugden DE Blankenship DD van Ommen TD Siegert MJ 《Nature》2011,474(7349):72-75
The first Cenozoic ice sheets initiated in Antarctica from the Gamburtsev Subglacial Mountains and other highlands as a result of rapid global cooling ~34 million years ago. In the subsequent 20 million years, at a time of declining atmospheric carbon dioxide concentrations and an evolving Antarctic circumpolar current, sedimentary sequence interpretation and numerical modelling suggest that cyclical periods of ice-sheet expansion to the continental margin, followed by retreat to the subglacial highlands, occurred up to thirty times. These fluctuations were paced by orbital changes and were a major influence on global sea levels. Ice-sheet models show that the nature of such oscillations is critically dependent on the pattern and extent of Antarctic topographic lowlands. Here we show that the basal topography of the Aurora Subglacial Basin of East Antarctica, at present overlain by 2-4.5?km of ice, is characterized by a series of well-defined topographic channels within a mountain block landscape. The identification of this fjord landscape, based on new data from ice-penetrating radar, provides an improved understanding of the topography of the Aurora Subglacial Basin and its surroundings, and reveals a complex surface sculpted by a succession of ice-sheet configurations substantially different from today's. At different stages during its fluctuations, the edge of the East Antarctic Ice Sheet lay pinned along the margins of the Aurora Subglacial Basin, the upland boundaries of which are currently above sea level and the deepest parts of which are more than 1?km below sea level. Although the timing of the channel incision remains uncertain, our results suggest that the fjord landscape was carved by at least two iceflow regimes of different scales and directions, each of which would have over-deepened existing topographic depressions, reversing valley floor slopes. 相似文献
997.
Nicol��s F. Lori 《Foundations of Science》2011,16(4):311-314
During the refereeing procedure of Anthropomorphic Quantum Darwinism by Thomas Durt, it became apparent in the dialogue between him and me that the definition of information in Physics is something about which not all authors agreed. This text aims at describing the concepts associated to information that are accepted as the standard in the Physics world community. 相似文献
998.
Robert C. Scharff 《Foundations of Science》2011,16(2-3):227-243
Interest the Erklären?CVerstehen debate is usually interpreted as primarily epistemological. By raising the possibility that there are fundamentally different methods for fundamentally different types of science, the debate puts into play all the standard issues??that is, issues concerning scientific explanation and justification, the unity and diversity of scientific disciplines, the reality of their subject matter, the accessibility of various subject matters to research, and so on. In this paper, however, I do not focus on any of these specific issues. I start instead from the fact that the very existence of the debate itself is an issue; in fact, it poses a philosophical problem that almost everyone but the hardest line logical empiricists has come to realize cannot be resolved epistemologically. In my view, however, that it cannot be resolved ontologically, either. I think the problem is at bottom hermeneutical, and its resolution requires that we focus first, not on the objects of science or the methods of studying them, but on the character of the philosophical orientation assumed by those who would try to resolve it. In this paper, I explain why I think this is so by analyzing (1) Dilthey??s contribution to the original debate, (2) Husserl??s reaction to Dilthey, and (3) Heidegger??s critical evaluation of both. This line of philosophical development??this movement of self-understanding from critiques of objectivism to hermeneutical phenomenology??is of course already a central feature of much work in continental philosophy of science. In my conclusion, however, I argue for the less well-established??even if apparently approved??idea that it ought to be a central feature of technoscience studies as well. 相似文献
999.
Carette JE Raaben M Wong AC Herbert AS Obernosterer G Mulherkar N Kuehne AI Kranzusch PJ Griffin AM Ruthel G Dal Cin P Dye JM Whelan SP Chandran K Brummelkamp TR 《Nature》2011,477(7364):340-343
Infections by the Ebola and Marburg filoviruses cause a rapidly fatal haemorrhagic fever in humans for which no approved antivirals are available. Filovirus entry is mediated by the viral spike glycoprotein (GP), which attaches viral particles to the cell surface, delivers them to endosomes and catalyses fusion between viral and endosomal membranes. Additional host factors in the endosomal compartment are probably required for viral membrane fusion; however, despite considerable efforts, these critical host factors have defied molecular identification. Here we describe a genome-wide haploid genetic screen in human cells to identify host factors required for Ebola virus entry. Our screen uncovered 67 mutations disrupting all six members of the homotypic fusion and vacuole protein-sorting (HOPS) multisubunit tethering complex, which is involved in the fusion of endosomes to lysosomes, and 39 independent mutations that disrupt the endo/lysosomal cholesterol transporter protein Niemann-Pick C1 (NPC1). Cells defective for the HOPS complex or NPC1 function, including primary fibroblasts derived from human Niemann-Pick type C1 disease patients, are resistant to infection by Ebola virus and Marburg virus, but remain fully susceptible to a suite of unrelated viruses. We show that membrane fusion mediated by filovirus glycoproteins and viral escape from the vesicular compartment require the NPC1 protein, independent of its known function in cholesterol transport. Our findings uncover unique features of the entry pathway used by filoviruses and indicate potential antiviral strategies to combat these deadly agents. 相似文献
1000.