Báo cáo hóa học: " Research Article The Wavelet-Based Cluster Analysis for Temporal Gene Expression Data" pptx

... derive the pa- rameter update equations for a mixture-of-Gaussian cluster- ing paradigm. As will be seen later, the Gaussian assumptions on the gene expression permit the use of coclustered genes for ... regime-specific gene expression dynam- ics for that biological process, globally within the cell. Sup- pose there are N genes whose expression is related to a sin-...

Ngày tải lên: 22/06/2014, 19:20

...  0,foreach1 ≤ i ≤ N. Then, {x n } converges strongly to P Θ x 0 . If B i  0, for each 1 ≤ i ≤ N in Theorem 4.1,thenwegety n,i  x n .Hence,wecanobtain the following result immediately. Theorem ... the following assumptions for the bifunction F, the function A,andthesetE: A1 Fx, x0forallx ∈ E A2 F is monotone, that is, Fx, yFy, x ≤ 0forallx, y ∈ E A3 for each x, y...

Ngày tải lên: 21/06/2014, 05:20

... all serve the development of the individual attributes and therefore play an important role for the quality of the study. Only attributes generated during these three steps will be used for evaluation ... channel SNR is the closest channel condition for the target MFER. (iii) For the transmissions with resultant MFER close to target MFER in the chosen SNR, average the...

Ngày tải lên: 21/06/2014, 05:20

... particles while maintaining the same performance. In [23] the authors compare the number of particles needed to obtain equivalent performance using different partitions of the state space in particle ... structure. In Figure 3 the position RMSE from 100 Monte Carlo simulations for the PF and the RBPF is depicted using N = 2000 particles. The computational complexity for RBP...

Ngày tải lên: 21/06/2014, 08:20

... principal component analysis for constructing the EMP. Experimental results presented in this paper confirm the usefulness of the KPCA for the analysis of hyperspectral data. For the one data set, the overall ... PCA. In this paper, the Gaussian kernel was used for both the KPCA and the nonlinear SVM. For the KPCA, the statistical behavior of the data has...

Ngày tải lên: 21/06/2014, 22:20

... Applications In this paper, we will prove the Poincar ´ e inequality see Theorem 2.5 and the reverse H ¨ older inequality for the solution to the p-harmonic type system see Theorem 3.5.Nowlet us see some ... an important generalization of the p-harmonic equation in R n , p>1, and the p-harmonic equation is a natural extension of the usual Laplace equation see 1 for...

Ngày tải lên: 22/06/2014, 02:20

... function. The details of the monotone iter- ative method can be found in [20–27] and for the abstract monotone iterative method, see [28, 29]. To the best of the authors’ knowledge, this is the first ... Mathematical Analysis and Applications, vol. 277, no. 2, pp. 395–404, 2003. [12] Y. Guo and W. Ge, “Three positive solutions for the one-dimensional p −Laplacian,” Journal...

Ngày tải lên: 22/06/2014, 19:20

... As for the clustering analysis with the cubic splines, especially in large scale of temporal gene expression data, further research and comparison are needed. In this paper, we firstly transform ... Bioinformatics and Systems Biology Volume 2007, Article ID 39382, 7 pages doi:10.1155/2007/39382 Research Article The Wavelet-Based Cluster Analysis for Temporal...

Ngày tải lên: 22/06/2014, 19:20

... B0,r 0 ,thatis, E2.2 has a solution. For the uniqueness, if u·,v· are two solutions of E2.2,setwt ut − vt, then w  tAwt,andwt−wt  T,fort ∈ R. Following the obvious Boundary Value ... oscillation theorem for a class of functional differential equations,” Journal of Computational and Applied Mathematics, vol. 223, no. 2, pp. 1081–1086, 2009. 21 B. Liu, “Ant...

Ngày tải lên: 21/06/2014, 20:20

... superframe (b) The subnodes relay the measurement data to the ACH they are associated to. After relay data reception, the ACH performs aggregation ACK 2 ACK 1 ACK 1,2 Next hop (c) The ACH acknowledges the relayed ... mapping The raw input data for the localization procedure consists of a set of tuples in the form of p i , P ij ,wherep i is the position of an anchor nod...

Ngày tải lên: 21/06/2014, 22:20