model based analysis tools for component synthesis

... transformed data resemble the absolute data Therefore, the benchmarked performance of a log-ratio transformation -based analysis depends on whether the reference denominator of the transformation ... transformation called the iterative iqlr (iilr) transformation The iilr-transformation begins with the familiar iqlrtransformation, but then uses the results of a complete ALDEx2 analysis to inform ... BMC Bioinformatics (2018) 19:274 https://doi.org/10.1186/s12859-018-2261-8 RESEARCH ARTICLE Open Access Benchmarking differential expression analysis tools for RNA-Seq: normalization -based vs

Ngày tải lên: 25/11/2020, 14:09

... theory of most ideas of Modelbased diagnosis but the implementation is only in one part of a model- based diagnosis system performing on NASA’s ADAPT platform - The data for performing diagnosis is ... avoided 33 Model- Based Safety Assessment of Safety Critical Systems Figure 5.1: Shewhart chart for drifting component IT267 Figure 5.2: CUSUM chart for drifting component IT267 34 Model- Based Safety ... [13] 28 Figure 5.1: Shewhart chart for drifting component IT267…………….……………….34 Figure 5.2: CUSUM chart for drifting component IT267 34 Model- Based Safety Assessment of Safety Critical

Ngày tải lên: 17/09/2019, 08:57

... expression Model- based analysis of single-cell transcriptomics (MAST) MAST [29] proposes a two-part generalized linear model for differential expression analysis of scRNAseq data One part models ... methods), perform better than the model- based methods designed for handling zero counts However, a model- based method that can model the drop-out events well, can perform better in terms of true positive ... differential expression analysis methods for scRNAseq data Jaakkola et al [40] compared five statistical analysis methods for scRNAseq data, three of which are for bulk RNAseq data analysis Miao et

Ngày tải lên: 25/11/2020, 13:14

... those from a conventional curve analysis The AZ value was 0.9154 for Tofts model- based parametric features; better than that for conventional curve analysis (0.8673) for discriminating malignant ... curve analysis and pharmacokinetic models for the FCM clustering TIC for discriminating benign from malignant were individually tested by the one-sample Kolmogorov-Smirnov test The overall performance ... Tofts pharmacokinetic model for the representative kinetic curve were compared with conventional curve analysis (maximal enhancement, time to peak, uptake rate and washout rate) for each mass The

Ngày tải lên: 19/10/2022, 00:46

... sentiment analysis tools are used Our results suggest a need for sentiment analysis tools specially targeting the software engineering domain Moreover, going beyond the specifics of the sentiment analysis ... disagreement between sentiment analysis tools and the emotions of software developers but also between different sentiment analysis tools themselves However, disagreement between the tools does not a priori ... that sentiment analysis tools might lead to contradictory results in software engineering studies making use of these tools Thus, we ask – RQ3: Do different sentiment analysis tools lead to contradictory

Ngày tải lên: 04/12/2022, 16:00

... www.mdpi.com/journal/water Article Application of Set Pair Analysis -Based Similarity Forecast Model and Wavelet Denoising for Runoff Forecasting Chien-Ming Chou Department of Design for Sustainable Environment, MingDao ... accuracy of the annual runoff forecasting for the SPA-SF model Water 2014, 913 Keywords: set pair analysis; similarity forecast model; wavelet denoising; runoff forecasting; root mean square ... prediction model and, therefore, provided a vital tool for forecasting precipitation, as well as preventing and mitigating disasters Wang et al [17] developed a new wavelet transform method for the

Ngày tải lên: 19/11/2022, 11:49

... Association for Computational Linguistics, pages 770–779, Uppsala, Sweden, 11-16 July 2010. c 2010 Association for Computational Linguistics A hybrid rule /model- based finite-state framework for normalizing ... each segment is composed with a rewrite model according to its kind: the IV rewrite model R IV for sequences of IV words, and the OOV rewrite model R OOV for sequences of OOV words: sg  i =    sg i ◦ ... The morphosyntactic analysis, made of state-of-the-art algorithms, is described in (Beaufort, 2008), and the text-to-speech synthesis system we use is presented in (Colotte and Beaufort, 2005). 3.3.1

Ngày tải lên: 30/03/2014, 21:20

... training set for tuning the hyper- parameters for the model, namely the pseudo- counts for the two Dirichlet priors that affects the topic mix assignment for each document. By per- forming a grid ... docu- ment. Wang et al. (2009) propose a Bayesian ap- proach for summarization that does not use KL for reranking. In their model, Bayesian Sentence- based Topic Models, every sentence in a docu- ment is assumed ... Association for Computational Linguistics, pages 214–223, Avignon, France, April 23 - 27 2012. c 2012 Association for Computational Linguistics DualSum: a Topic -Model based approach for update

Ngày tải lên: 31/03/2014, 20:20

... synchronization problem for time delayed chaotic systems with unknown parameters T-S fuzzy model is adopted for the modeling of time delayed chaotic drive and response systems Based on this fuzzy model, a new ... exponential synchronization controller for uncertain time-delayed chaotic systems based on Takagi-Sugeno T-S fuzzy model This synchronization controller is designed based on Lyapunov-Krasovskii stability ... fuzzy feedback control method was proposed for chaotic synchronization and chaotic model following control The authors in 24, 25 proposed fuzzy observer -based chaotic synchronization and secure

Ngày tải lên: 21/06/2014, 07:20

... ASR system [Feedback filter] Feedback Word model data Gaussian model data HMM model data Phones Features Acoustic modeling Senones Phoneme modeling Word modeling Active words with scores Computations ... system for use with no required changes to the architecture This flexibility also allows for the use of different model complexity in any of the components, allowing for a wide range of input models ... processor [14] Additionally, the models for such a task are times larger than the models used for the 1000-word command and control task on which our project is focused Therefore, extending this linearly

Ngày tải lên: 22/06/2014, 22:20

... domain-specific modeling languages (DSMLs), and developing new methodologies for Model- Based Design for that are able to take into account the heterogeneity in multidomain systems Model- Based Design for ... system-level performance analysis in the design process of such platforms, and we review different analysis approaches Model- Based Design for Embedded Systems 1.1.1 Distributed Embedded Platforms Embedded ... Approaches to Performance Analysis The need for accurate performance predictions in early design stages has driven research for many years Most of the approaches for performance analysis proposed

Ngày tải lên: 02/07/2014, 15:20

... hybrid approach for performance analysis will be presented 2.2.1 Analytical Approaches Analytical approaches perform a formal analysis of pessimistic corner cases based on a system model Corner ... intended target platform in the model- based system design (UML), the mapping of function blocks on platform components, and the use of virtual prototypes for the abstract modeling of the target ... approach for combining simulation and formal analysis for tightening bounds of system-level performance analysis was presented in [20] The objectives are to determine timing characteristics of nonformally

Ngày tải lên: 02/07/2014, 15:20

... results (RM SEP ) for VIN-PLS analysis for different case studies118 4.1 DPCCM performance analysis for WINE data vis.a.vis other classifiers 150 4.2 DPCCM performance analysis for CHEESE data ... GPMCD analysis for different case studies 181 185 189 5.1 Positively interacting protein datasets used for PPI prediction 202 5.2 Performance of ARA model based PPI prediction for ... implementing new tools for chemical process systems Building meaningful and solvable analytical models from first principles, data based modeling (system identification), statistical analysis for process...

Ngày tải lên: 11/09/2015, 16:05

... Solgel -based hydrothermal method for the synthesis of 3D flower-like ZnO microstructures composed of nanosheets for photocatalytic applications Xiaohua Zhaoa, ... necessary for effective photodegradation of the KGL dye [51] After irradiation for 120 min, the degrees of degradation of KGL were about 82.17% for the ZnO (150 ºC) sample, and almost 100% for ZnO ... of the 3D flower-like ZnO A schematic illustration of the formation process is presented in Fig 3, and a possible formation mechanism for the 3D flower-like ZnO is proposed as follows Firstly,...

Ngày tải lên: 06/05/2014, 13:26

... article, we presented a motion model for pedestrians that use a known building layout for constructing an angular PDF for the likelihood for a pedestrian’s step direction for all the locations in the ... evaluating the performance of our movement model was based on the following: Based on a PF fusion engine Integrating the new map and floor-plans -based motion model Using the following sensors: commercial ... 100 PF runs for a single walk An average position error of 1.50 m is found for the non-motion model case and an average position error of 1.33 m is observed when our map -based motion model is used...

Ngày tải lên: 21/06/2014, 01:20

... temperature dependent upon the GC content For Affymetrix tiling arrays, several good model- based methods already exist to account for probe biases and, thus, to adjust for probe-specific baseline signals ... M, Liu X: Model- based analysis of tiling-arrays for ChIP-chip Proc Natl 25 Acad Sci USA 2006, 103:12457-12462 Yang Y, Dudoit S, Luu P, Lin D, Peng V, Ngai J, Speed T: Normalization for cDNA microarray ... normalization methods for high density oligonucleotide array data based on variance and bias Bioinformatics 2003, 19:185-193 Wu Z, Irizarry R, Gentleman R, Martinez Murillo F, Spencer F: A model based background...

Ngày tải lên: 14/08/2014, 08:20

... SIMO -model- based ICA can maintain the rich spatial qualities of each sound source After SIMO -model- based ICA, the residual components of interference, which often appear at the output of SIMO -model- based ... Frequency Frequency Frequency S1 ( f , t) component S2 ( f , t) component S1 ( f , t) component S2 ( f , t) component S1 ( f , t) component S2 ( f , t) component (a) (b) (c) Gain Gain Gain Figure ... Frequency Frequency Frequency S1 ( f , t) component S2 ( f , t) component S1 ( f , t) component S2 ( f , t) component S1 ( f , t) component S2 ( f , t) component (a) (b) (c) Figure 4: Examples...

Ngày tải lên: 22/06/2014, 23:20

... Real-Time Model- Based Human Motion Tracking and Analysis 1659 2D model projection image RUL θXN Foreground image RLL θXRH (a) (b) 2D model projection image 2D model projection image Foreground image Foreground ... A Real-Time Model- Based Human Motion Tracking and Analysis 1655 2D model projection image 2D model projection image Foreground image Foreground image (a) (b) Figure 9: Shift the 2D model image ... Model- Based Human Motion Tracking and Analysis 1661 Table 2: The number of correct recognitions for each posture Posture Correct Recognition 22 21 23 21 24 20 Model P(O| Model 1) Test image Model...

Ngày tải lên: 23/06/2014, 01:20

... institutional audit and comparison Tools are available to measure the organizational context for evidence -based healthcare practice [38-41], and components of evidencebased practice (EBP) including ... climate for change Final model Figure illustrates the final category structure constructed to account for all of the items from the measurement tools Seven broad categories gave a best fit for the ... out of 18 tools, with 'promoting external contacts' included in seven tools The other items were included in five tools The most representation for this category was sourced from OL tools Knowledge...

Ngày tải lên: 11/08/2014, 05:21

... institutional audit and comparison Tools are available to measure the organizational context for evidence -based healthcare practice [38-41], and components of evidencebased practice (EBP) including ... climate for change Final model Figure illustrates the final category structure constructed to account for all of the items from the measurement tools Seven broad categories gave a best fit for the ... out of 18 tools, with 'promoting external contacts' included in seven tools The other items were included in five tools The most representation for this category was sourced from OL tools Knowledge...

Ngày tải lên: 11/08/2014, 16:20