##### Plus it

We

http://www.jneurosci.org/content/24/26/5982**clustered**the 441 datasets, each**representing**a single time course, by applying the k-means**algorithm**and using a refined ... Identification of differentially expressed genes and**cluster****analysis**. First, the dataset was reduced to 454 clones that showed ... Both of these**clusters****represent**the slightest gene expression changes of our study. Within**cluster**6, genes decrease the most ... 3B, Table 1). Most genes fall into**clusters**that display only slight expression changes (**clusters**2, 4, 5, 6, 7, 10).**Clusters**...##### HCS **clustering** **algorithm** - Wikipedia

... is an

https://en.wikipedia.org/wiki/HCS_clustering_algorithm**algorithm**based on graph connectivity for**Cluster****analysis**, by first**representing**the similarity data in a similarity ... "Survey of**clustering****algorithms**." Neural Networks, IEEE Transactions The CLICK**clustering****algorithm**is an adaptation of HCS ...**clustering****algorithm**(also known as the HCS**algorithm**, and other names such as Highly Connected**Clusters**/Components/Kernels) ... and recursively run HCS**clustering****algorithm**on H and H'. The following animation shows how the HCS**clustering****algorithm**...##### Systematic determination of patterns of gene expression during Drosophila embryogenesis | Genome Biology | Full Text

Systematic

https://genomebiology.biomedcentral.com/articles/10.1186/gb-2002-3-12-research0088**analysis**of rigorously annotated patterns of gene expression will complement and extend the types of**analyses**... that can be used to identify genes involved in developmental processes that have been missed by traditional genetic**analysis**. ... We present an approach for organizing the data by hierarchical**clustering**of annotation terms that allows us to group tissues ... Figure 8**represents**one possible outcome of the**clustering****analysis**of the annotation dataset. Filtering of the genes and ...##### Plus it

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##### Determining requirements for patient-centred care: a participatory concept mapping study | BMC Health Services Research | Full...

**Analysis**included the development of a similarity matrix, multidimensional scaling, hierarchical

**cluster**

**analysis**, selection of ... The

**clusters**were grouped into three overarching domains,

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**cluster**. The study has empirically determined requirements for ...

##### Optimization of sequence alignment for simple sequence repeat regions | BMC Research Notes | Full Text

The

https://bmcresnotes.biomedcentral.com/articles/10.1186/1756-0500-4-239**cluster****analysis**resulted in completely different phylogenic trees before and after applying the new**algorithm**(Figure 6). ... These sequences were obtained from 26 plants**representing**26 alleles. The sequences were aligned using the clustalW**algorithm**...**Algorithm**. In this paper, we compare our new**algorithm**for SSR alignment with the common alignment**algorithms**used in other ... However, the phylogenic trees indicated that 50% of the samples showed a similar**cluster**before and after the new**algorithm**...##### Performance evaluation of the boundary-layer height from lidar and the weather research and forecasting model at an urban...

... we use a

https://upcommons.upc.edu/handle/2117/78947**cluster****analysis****algorithm**of three-day back-trajectories to determine general synoptic flow patterns over Barcelona, ... Spain arriving at heights of 0.5, 1.5, and 3 km; to**represent**the lower PBL, upper PBL, and lower free troposphere, ... Seven**clusters**are determined at each arriving altitude. Regional recirculations account for 54 % of the annual total at 0.5 km ... Lidar and radiosonde estimated PBL heights are classified under objectively-determined synoptic**clusters**. With the final ...##### Frontiers | Super-resolution imaging of C-type lectin spatial rearrangement within the dendritic cell plasma membrane at fungal...

Contact site CTL

https://www.frontiersin.org/articles/10.3389/fphy.2014.00046/full**clusters**appear as disk-shaped domains of approximately 150-175 nm in diameter. The increase in length scale ... Quantitative**analysis**of confocal and super-resolution images demonstrated that CTL nanodomains become concentrated in the ... Contact site CTL**clusters**appear as disk-shaped domains of approximately 150-175 nm in diameter. The increase in length scale ... Quantitative**analysis**of confocal and super-resolution images demonstrated that CTL nanodomains become concentrated in the ...##### A study on real-time low-quality content detection on Twitter from the users' perspective

To perform the

http://pubmedcentralcanada.ca/pmcc/articles/PMC5549928/**cluster****analysis**, we**represent**the tweets with a set of features (described in details in the later section) and ... We perform EM**algorithm**on harvested low-quality content tweets to divide them into 4 categories. Based on which, we create a ...**Cluster****analysis**of low-quality content. We believe it is necessary to understand users' attitudes and definitions of low- ... We designed a survey according to the**cluster****analysis**and put it online where participants had to answer two questions related ...##### Visualization of Disciplinary Profiles: Enhanced Science Overlay Maps : Journal of Data and Information Science

... generating new

https://www.degruyter.com/view/j/jdis.2017.2.issue-3/jdis-2017-0015/jdis-2017-0015.xml**clusters**of scientific disciplines, enhancing visualizations, and providing more accessible means for analysts ... Both**cluster**solutions were generated in VOSviewer, using its algorithm⑫. Appendix map A-3 shows the 18-**cluster**basemap. ... By choosing the 18-**cluster**option (Figure A-3) or the five-**cluster**option (Figure 1), one can show the**analysis**at a narrow or ... Prices in €**represent**the retail prices valid in Germany (unless otherwise indicated). Prices are subject to change without ...##### Purdue e-Pubs - The Summer Undergraduate Research Fellowship (SURF) Symposium: Web-Based Interactive Social Media Visual...

Second, we extend the Social Media Analytics and Reporting Toolkit (SMART) to supporting the spatial

https://docs.lib.purdue.edu/surf/2017/presentations/87/**clustering****analysis**and ... findings prove that today's high-resolution geo-located social media platforms can enable new types of human behavior**analysis**... Identified movement patterns are extracted using**clustering****algorithms**and**represented**in a visual and interactive manner. We ... Identified movement patterns are extracted using**clustering****algorithms**and**represented**in a visual and interactive manner. We ...##### The Realities of Races

You could do a statistical

http://raceandgenomics.ssrc.org/Marks/**cluster****analysis**, but that is sensitive to the population samples chosen, the individual people ...**representing**them, the demographic history of the populations, the assumptions of the particular**algorithm**, and the patterns of ... based on the assumption that a small sample of Nigerians**represent**"pure Africans," a small sample of Chinese**represent**"pure ... The extremes**represent**the most geographically divergent, not the purest.. In other words, this business has far more to do ...##### **Clustering** bioinformatics tools | Gene expression array **analysis** - OMICtools

Gene

https://omictools.com/clustering-category**clustering****analysis**is found useful for discovering groups of correlated genes potentially co-regulated or associated to ... When applied to published data sets**representing**different cancers or disease outcomes, this**algorithm**constructs XMOTIFS that ... This**algorithm**generates**clusters**of sufficiently large sample sizes as required by the user and can**clusters**applications with ... A**clustering****analysis**platform to promote streamlined evaluation, comparison and reproducibility of**clustering**results in the ...##### Detection of chronic kidney disease and disease progression - Technion Research and Development Foundation Ltd.

... linear discriminant

http://www.freepatentsonline.com/9689826.html**analysis**(LDA),**cluster****analysis**, and nearest neighbor. Each possibility**represents**a separate embodiment ... genetic**algorithms**, and fuzzy logic**algorithms**. Each possibility**represents**a separate embodiment of the present invention. In ... including linear discriminant**analysis**(LDA), and**cluster****analysis**including nearest neighbor. Each possibility**represents**a ... discriminant function**analysis**(DFA), linear discriminant**analysis**(LDA),**cluster****analysis**, and nearest neighbor. 8. The method ...##### **Clustering** Similar Points - Stellar Parameter **Analysis** Management - Colby College Wiki

To get better

https://wiki.colby.edu/display/SPAM/Clustering+Similar+Points**clusters**, we first ran principal components**analysis**to compress the data to axes that**represent**almost all of ... K-Means**Algorithm**. *instantiate k means to start with: our**algorithm**divides the data into k equal parts, and selects a random ...**Clusters**are categorical, so it is intuitive to visualize them with color. We made '**cluster**' an option for the color 'axis,' ... One goal of machine learning is to**cluster**data points by identifying similar points. A common method of**clustering**is k-means ...##### Method of increasing murine ES cell differentiation with PCL2 - Patent # 8252761 - PatentGenius

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##### Formal concept **analysis** - Wikipedia

... one to use standard definitions and

https://en.wikipedia.org/wiki/Formal_concept_analysis**algorithms**from multidimensional concept**analysis**for computing multidimensional**clusters**. ... where n-dimensional**clusters**of similar values in n-dimensional data are**represented**by n+1-dimensional concepts. This ... Association rule learning**Cluster****analysis**Commonsense reasoning Conceptual**clustering**Concept learning Correspondence**analysis**... The formal concept**analysis**can be used as a qualitative method for data**analysis**. Since the early beginnings of FBA in the ...##### Stability-based validation of dietary patterns obtained by **cluster** **analysis** | Nutrition Journal | Full Text

A

https://nutritionj.biomedcentral.com/articles/10.1186/s12937-017-0226-9**clustering****algorithm**A with a predefined number of**cluster**k constructs a solution Y of the data set X into k**clusters**(Y := ... Ak(X)). This solution Y is**represented**by an n-dimensional vector of labels Y = (Y1, …, Yn) where Yi = v if the i-th individual ... Formalization of**cluster****analysis**. Let X = (X1, …, Xn) be the dataset of n = 2298 individuals to be**clustered**where Xi is a 45- ... Hennig C.**Cluster**-wise assessment of**cluster**stability. Computational Statistics & Data**Analysis**. 52(1):258-71Google Scholar. ...##### Comprehensive Gene Expression **Analysis** of Prostate Cancer Reveals Distinct Transcriptional Programs Associated with Metastatic...

**Analyses**of the gene/EST

**clusters**queried by the U95A array are described in detail below. Identical

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**analysis**identified hundreds of poorly characterized EST

**clusters**that likely

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**Cluster**

**analysis**and display of genome-wide expression patterns. Proc. ... In the other published

**analysis**of metastatic tumors (12) , the hierarchical

**clustering**of cDNA array data was used to identify ...

##### Bootstrap error-adjusted single-sample technique - Wikipedia

A quantitative approach involves BEST along with a nonparametric

https://en.wikipedia.org/wiki/Bootstrap_error-adjusted_single-sample_technique**cluster****analysis****algorithm**. Multidimensional standard ... It is based on estimating a probability distribution**representing**what can be expected from valid samples. This is done use a ... Valid (unaltered) samples are defined as those that fall inside the**cluster**of training-set points when the BEST is trained ... False (tampered) samples are those that fall outside of the same**cluster**. Methods such as ICP-AES require capsules[ ...##### The Range of Neurological Complications in Chikungunya Fever | SpringerLink

Only A and B cases were considered for further

https://link.springer.com/article/10.1007%2Fs12028-017-0413-8**analysis**. After general**analysis**, cases were**clustered**according to geospatial ... All cases found were assessed using a 5-step clinical diagnostic**algorithm**assigning categories A-C, category A**representing**... Group P. Preferred reporting items for systematic reviews and meta-**analyses**: the PRISMA statement. PLoS Med. 2009;6:e1000097. ... TC was involved in methods, systematic review, data extraction, statistical**analysis**, results, and discussion. MS was involved ...##### MTO 21.1: Horn, Changing Use of Modes

The output of a

http://www.mtosmt.org/issues/mto.15.21.1/mto.15.21.1.horn_huron.html**cluster****analysis**is a dendrogram-a tree-structure that**represents**the**clusters**evident in the data.**Cluster**... and the squared distances can be used as input to a**cluster****analysis****algorithm**. ...**Cluster****Analysis**. [4.4] In order to carry out a**cluster****analysis**, we needed to produce a series of measures that could be used ... Specifically, in this study, we employ exploratory data**analysis**methods-notably**cluster****analysis**-as a tool for attempting to ...##### **Cluster** **analysis** - Wikipedia

... the k-means

https://en.wikipedia.org/wiki/Cluster_analysis**algorithm****represents**each**cluster**by a single mean vector. Distribution models:**clusters**are modeled using ... Since**algorithms**that produce**clusters**with low intra-**cluster**distances (high intra-**cluster**similarity) and high inter-**cluster**... Subspace models: in biclustering (also known as co-**clustering**or two-mode-**clustering**),**clusters**are modeled with both**cluster**... since linkage**clustering**does not have a notion of "noise". In centroid-based**clustering**,**clusters**are**represented**by a central ...##### Haplotypic **analyses** of the IGF2-INS-TH gene **cluster** in relation to cardiovascular risk traits - UCL Discovery

Different

http://discovery.ucl.ac.uk/136231/**algorithms**and subsets of the data were analysed using the programmes haplotype trend regression, haplo.score, ... Ten haplotypes designated in frequency order *1(20.0%) to *10(3.4%)**represented**89% of all haplotypes. Haplotype *5 protected ... Haplotypic**analyses**of the IGF2-INS-TH gene**cluster**in relation to cardiovascular risk traits. HUM MOL GENET , 13 (7) 715 - 725 ... Haplotypic**analyses**of the IGF2-INS-TH gene**cluster**in relation to cardiovascular risk traits ...##### Collaborative filtering: People who bought this also bought... - Recommending Products | Coursera

Apply regression, classification,

https://www.coursera.org/learn/ml-foundations/lecture/CdmdR/collaborative-filtering-people-who-bought-this-also-bought**clustering**, retrieval, recommender systems, and deep learning. -**Represent**your data as ... Describe the core differences in**analyses**enabled by regression, classification, and**clustering**. -Select the appropriate ... In subsequent courses, you will delve into the components of this black box by examining models and**algorithms**. Together, these ...