Báo cáo hóa học: " Research Article Inference of Gene Regulatory Networks Based on a Universal Minimum Description Length" pot
Báo cáo hóa học: " Research Article Inference of Gene Regulatory Networks Based on a Universal Minimum Description Length" pot
... Networks of Plausible Inference, Morgan Kaufmann, San Francisco, Calif,USA, 1988.[2] N. Friedman, M. Linial, I. Nachman, and D. Pe’er, “UsingBayesian networks to analyze expression data,” Journal of Computational ... Journal on Bioinformatics and Systems BiologyVolume 2008, Article ID 482090, 11 pagesdoi:10.1155/2008/482090 Research Article Inference of Gene Regulatory Networks Based on a Universal Minimum Description ... 147–167, 2003.[15] A. A. Margolin, I. Nemenman, K. Basso, et al., “ARACNE: Analgorithm for the reconstruction of gene regulatory networks in a mammalian cellular context,” BMC Bioinformatics, vol....
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Báo cáo hóa học: " Research Article Clustering of Gene Expression Data Based on Shape Similarity" potx
... though a complete treatment is analytically intractable for mostcases. In this paper, a Bayesian approach based on theVariational Bayes Expectation Maximization (VBEM) algo-rithm is proposed ... that the data in a particular cluster are more similarto each other than to data in other clusters. Partitionalclustering can be done on the data itself or on splinerepresentations of the data ... important indication of similar gene functions than expression magnitude.The same clustering methods mentioned above can beused based on shape similarity. An excellent example of a tree -based algorithm...
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Báo cáo hóa học: " Research Article Comparison of Gene Regulatory Networks via Steady-State Trajectories" pdf
... the assumption that the fraction of DNA6 EURASIP Journal on Bioinformatics and Systems BiologyTable 1: Parameter values used in simulations.Parameter Value Parameter Value A nity constant ... sCis-regulationTranslation123412341234TranscriptionInput substrateconcentrationmRNAProtein Gene Figure 4: Example of a tRS of a hypothetical metabolic pathwaythat consists of four genes. ... (21)3. APPLICATION TO QUANTIZATIONTo illustrate application of the network met ric, we will an-alyze how different degrees of quantization a ect model ac-curacy. Quantization is an important issue...
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Báo cáo hóa học: " Research Article Synthesis of an Optimal Wavelet Based on Auditory Perception Criterion" potx
... 2011, Article ID 170927, 13 pagesdoi:10.1155/2011/170927 Research Article Synthesis of an Optimal Wavelet Based on Auditory Perception CriterionAbhijit Karmakar,1Arun Kumar,2and R. K. Patney31Integrated ... time and frequency.It has also long been recognized that human auditoryperception plays a crucial role in various speech and audioapplications. Some of the many applications where models of auditory ... toanalyze nonstationary signals with frequent transients, as inthe case of speech and audio signals. It divides a signal intodifferent frequency components, and each component canbe analyzed...
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Báo cáo hóa học: " Research Article Inference of Boolean Networks Using Sensitivity Regularization" pptx
... that such dynamical molecular systems are poised at a critical phase transitionbetweenanorderedandadisorderedphase ,a ording the ability to balance stability and adaptability while coordinating ... andadaptability.Theoretical considerations and computational studiessuggest that many types of complex dynamical systems canindeed strike such an optimal balance, under a variety of criteria, when they are operating ... than a giventhreshold [37]. We then select the four best variable setsand corresponding Boolean functions as candidates. Thelimitation of four candidates is based on computationalconsiderations;...
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Báo cáo hóa học: " Research Article Inference of a Probabilistic Boolean Network from a Single Observed Temporal Sequence" potx
... the inference technique on real data, we have con-sidered an experiment based on a model a ected by latentvariables, these being a key reason for PBN modeling. La-tent variables are variables ... depends on the kind of data available and theconstraints one imposes on the inference. For instance, pa-tient data do not consist of time-course measurements andare assumed to come from the steady ... observe another BN.This motivates consideration of subsampling. Ratherthan analyzing the full sequence, we analyze a small subse-quence of data points, skip a large run of points, analyze an-other...
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Báo cáo hóa học: "Research Article µ-Stability of Impulsive Neural Networks with Unbounded Time-Varying Delays and Continuously Distributed Delays" doc
... neural networks have been extensively studied because of their application in many areas, such as associative memory, pattern recognition, andoptimization 1–4. Many researchers have a lot of contributions ... and economical systems, andthey may cause instability and poor performance of practical systems. Therefore, the stabilityanalysis for neural networks with time-delay has attracted a large amount ... negative semidefinitematrix. The notations A Tand A −1mean the transpose of A and the inverse of a squarematrix. λmax A or λmin A denote the maximum eigenvalue or the minimum eigenvalueof...
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Báo cáo hóa học: " Research Article Existence of Solutions to Anti-Periodic Boundary Value Problem for Nonlinear Fractional " potx
... T. Maraaba, D. Baleanu, and F. Jarad, “Existence and uniqueness theorem for a class of delaydifferential equations with left and right Caputo fractional derivatives,” Journal of MathematicalPhysics, ... time-varying generating operators in Banach spaces,” Opuscula Mathematica,vol.30,no.3,pp.361–381, 2010.20 A. A. Kilbas, H. M. Srivastava, and J. J. Trujillo, Theory and Applications of Fractional ... Province.References1 Z. Bai and H. L¨u, “Positive solutions for boundary value problem of nonlinear fractional differentialequation,” Journal of Mathematical Analysis and Applications, vol. 311, no....
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Báo cáo hóa học: " Research Article Generalization of an Inequality for Integral Transforms with Kernel and Related Results" potx
... Publishing CorporationJournal of Inequalities and ApplicationsVolume 2010, Article ID 948430, 17 pagesdoi:10.1155/2010/948430 Research Article Generalization of an Inequality for IntegralTransforms ... Srivastava, A family of the Cauchy type mean-value theorems,” Journal of Mathematical Analysis and Applications, vol. 306, no. 2, pp. 730–739, 2005.Journal of Inequalities and Applications 15Corollary ... Journal of Inequalities and Applications 5Let AC a, b be space of all absolutely continuous functions on a, b.ByACn a, b,we denote the space of all functions g ∈ Cn a, b with...
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báo cáo hóa học:" Research Article Determination of Nonprototypical Valence and Arousal in Popular Music: Features and Performances" potx
... features. The following valence classification isthen derived from the remaining features. This approachyields an average classification accuracy of 86.3%, based on a database of 250 classical ... distribution of the music database (2648 totalinstances) after annotation based on rounded median of all raters.degrees per dimension and rounded median—are revealed.In particular rater B notably ... would have atfirst on mind related to a song that one is well familiarwith. In fact, this can be very practical and sufficient inmany application scenarios, as for automatically suggestionthat fits...
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