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Kernel Canonical Correlation analysis - IJS

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Kernel Canonical Correlation analysis - IJS

Kernel Canonical Correlation Analysis Cross-language information retrieval Blaz Fortuna JSI, Slovenija Input Two different views of the same data: Goal Find pairs of ...

http://analytics.ijs.si/~blazf/papers/KCCA_IS2004.ppt

Date added: February 1, 2012 - Views: 34

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PowerPoint Presentation

Canonical Correlation Canonical Correlation Analysis ... Kernel Canonical Correlation Kernel Canonical Correlation Kernel Canonical Correlation Example Application ...

http://www.cis.temple.edu/~latecki/Courses/RobotFall08/Talks/Qiang_Lou.ppt

Date added: May 2, 2013 - Views: 23

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PowerPoint Presentation

Canonical Correlation Analysis ... then the correlation matrix is Canonical Correlation Analysis (CCA) Example application: Prediction of Wildfire in the Western U.S.

http://hydrology.princeton.edu/data/lsm/1.0deg/daily/lecture3.ppt

Date added: August 8, 2014 - Views: 2

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Multiple Regression - Personal World Wide Web...

Simultaneous Multiple Regression Analysis One of the most important notions in multiple regression analysis is the notion of ... (Canonical Correlation) An Example ...

http://www-bcf.usc.edu/~mmclaugh/550x/PPTslides/WeekTenSlides/Regression.ppt

Date added: December 6, 2011 - Views: 209

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Quantifying Environmental Adaptation of Metabolic...

Example. A one-dimensional representation of the environmental metabolic profiles for microbes sampled from nine environments. ... Canonical Correlation Analysis. Ref

http://mendel.informatics.indiana.edu/~yye/lab/teaching/get.php?course=spring2010mg&name=Quan-pathway.pptx

Date added: June 10, 2012 - Views: 22

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Factor Analysis - California State University,...

Discriminant Analysis Testing latent variables as predictors of groups Discriminant Analysis – Discussion Definition Vocabulary Simple Procedure SPSS example ICPSR ...

http://www.csun.edu/~vcsoc00i/classes/s680f11/Discriminant%20Analysis.pps

Date added: March 2, 2015 - Views: 5

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Bivariate Linear Correlation - East Carolina...

Example: Subject sex, female or male. ... Uses of Correlation/Regression Analysis. Canonical correlation/regression (homophobia, homo-aggression) = ...

http://core.ecu.edu/psyc/wuenschk/PP/GLM.pptx

Date added: May 22, 2013 - Views: 13

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Discriminant Analysis - University of Texas at...

Discriminant Analysis ... unique Variable selection Multiple Regression Example 1: ... groups may not be large Look at the squared Canonical Correlation: ...

http://www.utdallas.edu/~nkumar/DBMS4.ppt

Date added: June 2, 2013 - Views: 46

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Bivariate Linear Correlation - East Carolina...

Uses of Correlation Analysis. Canonical correlation/regression ... Example: is the correlation between verbal aptitiude and math aptitude the same at 10 ...

http://core.ecu.edu/psyc/wuenschk/PP/Correlation.pptx

Date added: May 3, 2013 - Views: 19

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Effect Sizes We’ve Discussed

... ρ Nonparametric versions For example: Kendall’s tau, phi, ... Factor analysis, Canonical correlation etc. D family Concerns group differences i.e.

http://www.unt.edu/rss/class/mike/5710/Effect%20Size%20Summary.ppt

Date added: September 21, 2012 - Views: 22

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Multi-label Prediction via Sparse Infinite CCA

Multi-label Prediction via Sparse ... Outline Canonical Correlation Analysis CCA Probabilistic CCA Infinite Canonical ... The number of labels per example is ...

http://www.ece.duke.edu/~lcarin/Lingbo7.16.2010.ppt

Date added: May 10, 2012 - Views: 15

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History of canonical correspondence analysis in...

History of canonical correspondence analysis in ecology. Introduction: Papers 1986-88 & citation. Example data, eigen equation & diagram. History of CA in ecology

http://www.wageningenur.nl/web/file?uuid=0e0405bd-1cfd-49b0-babe-2d584ab74f85&owner=631058dd-22a5-4c9e-b490-c946cceaef2f

Date added: January 13, 2014 - Views: 5

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FACTOR ANALYSIS - Texas A&M University

factor analysis lecture 11 epsy 625 purposes support validity of test scale with respect to underlying traits (factors) efa- explore/understand underlying factors for ...

http://people.cehd.tamu.edu/~vwillson/Videos/epsy625/LEC11.ppt

Date added: June 1, 2013 - Views: 36

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Analysis of Microarrays: Its easier with...

Exploratory multivariate analysis of ... trends in data Canonical correlation analysis Partial least ... Microarrays: Its easier with Bioconductor & R ...

http://bcb.dfci.harvard.edu/~aedin/courses/Bioconductor/EDA.ppt

Date added: August 2, 2013 - Views: 20

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Correlational Studies - Villanova University

Quantitative methods... A correlation ... to a given variable canonical correlation ... analysis that produces a correlation based on a group of ...

http://www83.homepage.villanova.edu/richard.jacobs/EDU%208603/lessons/correlation.ppt

Date added: October 22, 2011 - Views: 188

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Statistical Forecasting 1

Lecture Topics What is statistical forecasting? ... EOF Canonical Correlation Analysis What is ... of weather What is Statistical Forecasting? Example: ...

http://ukscience.org/_Media/EG6517_StatFcst_1%20.ppt

Date added: April 14, 2015 - Views: 1

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Self Organizing Maps - Mathematical sciences

CCA = Canonical Correlation Analysis. LDA = Linear Discriminant Analysis. NMF = Non-negative Matrix Factorization. ICA = Independent Component Analysis. MDS – M ulti D

http://www.math.tau.ac.il/~dcor/Graphics/cg-slides/MDS_SOM.pptx

Date added: October 13, 2013 - Views: 5

ppt
PowerPoint Presentation

Some researchers will simply end the analysis at ... MLR Example. Examine the correlation matrix to see which ... Canonical correlation can be used to predict ...

http://www.castonline.ilstu.edu/smith/445/audio_slides/multiple_regression_audio_3.pptx

Date added: March 1, 2014 - Views: 9

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Advances and directions of research in Symbolic...

AN ILLUSTRATIVE EXAMPLE : ... Regularized General Canonical Correlation Analysis Extended To ... Advances and directions of research in Symbolic Data Analysis

http://www.researchgate.net/profile/Edwin_Diday/publication/264370101_Advances_and_directions_of_research_in_Symbolic_Data_Analysis/links/53da4bd30cf2e38c63367487

Date added: April 15, 2015 - Views: 1

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No Slide Title

Canonical Analysis. Discriminant Analysis. MULTIVARIATE MODEL . PRINCIPLE COMPONENT ANALYSIS. Example. Correlation. Organism. Environment. Eigenvalues . Regions ...

http://www.marno.lecture.ub.ac.id/files/2014/03/METIL-PTA-PEMODELAN-MATEMATIK.pptx

Date added: May 28, 2015 - Views: 1

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Introduction to Kernels - Donald Bren School of...

Canonical correlation analysis Answer: ... (Hilbert space) example: ... Fisher discriminant analysis - kernel regression ...

http://www.ics.uci.edu/~welling/classnotes/papers_class/IntroKernels.ppt

Date added: November 22, 2011 - Views: 64

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Advances and directions of research in Symbolic...

Advances and directions of research in Symbolic Data Analysis. E. Diday. CEREMADE. Paris–Dauphine University. June 14, 2014 SDA Workshop – Tutorial

http://www3.stat.sinica.edu.tw/sda2014/open_presentation/S1-1_Edwin%20Diday.pptx

Date added: July 25, 2014 - Views: 2

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No Slide Title

Example:From the discriminant analysis in JMP we can get the ... We use the football helmet data as an example. Canonical correlation measures the association ...

http://mis.aug.edu/drjmatls/JMP%20Training%20Folders/Phil%20UNH%20Files/DiscriminantAnalysisRev1.pptx

Date added: September 8, 2014 - Views: 4

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Un nouveau modèle connexionniste de la...

Linear Discriminant Analysis Linear Discriminant Analysis Why To identify variables into one of two or more mutually exclusive and exhaustive categories.

http://aix1.uottawa.ca/~schartie/psy5121/lecture6-DiscriminantAnalysis.ppt

Date added: August 4, 2013 - Views: 1

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Self Organizing Maps

CCA = Canonical Correlation Analysis. LDA = Linear Discriminant Analysis. ... Example: Sammon’s projection. Start from random positions for each element.

http://www.cs.tau.ac.il/~dcor/Graphics/cg-slides/MDS_SOM.pptx

Date added: July 21, 2013 - Views: 14

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Categorical Climate Forecasts through Optimal...

Consolidation of Predictions of Seasonal Climate by Several Atmospheric General Circulation Models at IRI

http://www.cpc.ncep.noaa.gov/products/outreach/proceedings/cdw30_proceedings/TonyCDPW2005.ppt

Date added: May 21, 2013 - Views: 5

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Reading Between the Lines: Object Localization...

Related work. Previous work using tagged images focuses on the . noun ↔ object . correspondence. Duygulu et al. 02. Fergus et al. 05. Li et al., 09. Berg et al. 04

http://vision.cs.utexas.edu/projects/tag/bmvc10.pptx

Date added: August 15, 2013 - Views: 6

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No Slide Title

CANONICAL CORRELATION. Example. Correlation . Urban area. Watershed. Partitioned . Irrigation regions. Eigenvalues . Eigenvectors . Canonical correlation analysis ...

http://marno.lecture.ub.ac.id/files/2013/11/PEMODELAN-ANALISIS-SISTEM-DALAM-KAJIAN-LINGKUNGAN.pptx

Date added: November 29, 2013 - Views: 24

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Electrode Placement for Chest Leads, V1 to V6

... a = MY – bMX Example: p. 136-137 Perfect correlation Correlation of .67 Using ... Canonical Correlation (Rc) Factor Analysis Identifying the Factors ...

http://www2.fiu.edu/~dohertyj/PET%206307_Chapter_08.ppt

Date added: March 12, 2013 - Views: 5

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No Slide Title

No Slide Title

http://putraselaparang.weebly.com/uploads/2/0/1/8/2018142/appendix_i.ppt

Date added: October 1, 2014 - Views: 2

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Nonlinear kernel: If the X is a vector space but...

Linear Discriminant Analysis Two ... essentially a special case of canonical correlation LDA ... (1-prob first group)^2 For the microarray example Expected # of ...

http://www.sci.csueastbay.edu/~jkwon/classes/stat_6601/PROJECT/McKusick%20-%20LDA.ppt

Date added: November 23, 2012 - Views: 3

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BIOINFORMATICS - George Washington University

BIOINFORMATICS OF GENE EXPRESSION PROFILING. ... For example, the number of genes ... Principal Component Analysis (PCA) Canonical Correlation Analysis (CCA)

http://www.seas.gwu.edu/~rhyspj/fall09cs144/presentations/saurabh.pptx

Date added: August 9, 2013 - Views: 11

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Group meeting presentation - Rutgers University

Canonical Time Warping. F. Zhou and F. De la Torre, NIPS 2009. Need to tune parameter for each pair of sequence. Isotonic Canonical Correlation Analysis.

http://seqam.rutgers.edu/site/media/Slides/shyi/icpr12_saehoonyi_final.pptx

Date added: December 10, 2014 - Views: 1

ppt
PowerPoint Presentation

Multivariate Analysis Many statistical techniques focus on just one or two variables Multivariate analysis (MVA) techniques allow more than two variables to be ...

https://www.stat.auckland.ac.nz/~balemi/Multivariate%20Analysis.ppt

Date added: December 2, 2013 - Views: 7

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CRITERION-RELATED VALIDITY - Texas A&M University

CRITERION-RELATED VALIDITY – PREDICTIVE LECTURE 10 EPSY 625 EMPIRICAL METHODS FOR VALIDITY Predictive validity logistic regression discriminant analysis/cluster ...

http://www.coe.tamu.edu/~vwillson/Videos/epsy625/LEC10.ppt

Date added: May 10, 2012 - Views: 35

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An Introduction to Support Vector Machines - UFPE

An Introduction to Support Vector Machines ... Example of Bad Decision Boundaries Good Decision Boundary: ... kernel canonical correlation analysis, ...

http://www.cin.ufpe.br/~mcps/AM/SVM-00.ppt

Date added: June 20, 2013 - Views: 61

ppt
IRS: Institutional Repository Statistcis

Hardoon, D. R., Szedmak, S. and Shawe-Taylor, J. (2003) Canonical correlation analysis; ... Deployment at home page of eprints.ecs.soton.ac.uk Example: ...

http://irs.eprints.org/papers/IRSpresentation.ppt

Date added: August 29, 2014 - Views: 1

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Topic #7: Performance Appraisal - ubalt.edu

The scales combined to account for additional performance variance resulting in a significant canonical relationship between the PCI and the LEA. * ...

http://home.ubalt.edu/tmitch/645/articles/BIODATA%20tool%20civilian%20army%20%20personnel.ppt

Date added: October 29, 2014 - Views: 19

ppt
No Slide Title

Geometric example of MANVOA ... alludes to canonical correlation as the general model within which all corr ... Maximum # dimensions for a given analysis: ...

http://psych.unl.edu/psycrs/971/factorial/manova.ppt

Date added: August 4, 2013 - Views: 3

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Partial Least Squares - University of North Texas

Partial Least Squares Very brief ... DV relationship Unlike Canonical Correlation, ... regression Slide 3 Partial Least Squares Example Multiple regression PC ...

http://www.unt.edu/rss/class/mike/6810/Partial%20Least%20Squares.ppt

Date added: November 1, 2011 - Views: 130

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No Slide Title

Geometric example of LDF ... alludes to canonical correlation as the general model within which all ... Reporting the results of a 2-group ldf Analysis 1 ...

http://psych.unl.edu/psycrs/971/factoring/ldf2.ppt

Date added: August 3, 2013 - Views: 1

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Exploratory Data Analysis and Multivariate...

Exploratory Data Analysis and Multivariate Strategies. ... Calculate linear correlation coefficient for each pair of ... Extension to Canonical Correspondence Analysis.

http://www2.warwick.ac.uk/services/ldc/researchers/resource_bank/stats_session5/seminar_5_-_exploratory_data_analysis_and_multivariate_strategies.pptx

Date added: March 24, 2014 - Views: 4

ppt
PowerPoint Presentation

... principal components regression (PCR) canonical correlation analysis ... (missing values should be filled with the same value, -9999 for example ...

http://iri.columbia.edu/~ousmane/cpt/CPTraining-agrhymet-2007.ppt

Date added: August 22, 2014 - Views: 1

ppt
PowerPoint Presentation

A primitive example is as follows. Suppose we have two data sets, f(s,t) called the Predictor, and g(s,t) ... Associated with c ij there is also a correlation .

http://www.atmos.umd.edu/~ekalnay/syllabi/AOSC630/VandenDool2014PPTs/chap8HuugvdDool.pptx

Date added: June 28, 2014 - Views: 1

ppt
What I Want To Do - University of Michigan

Interlingual techniques – generalized vector space model (Carbonell et al 1997), kernel canonical correlation analysis ... User Interface Example.

http://web.eecs.umich.edu/~lahiri/(PPT%201%20on%20February%209,%202010)%20Multilingual%20Search.ppt

Date added: October 28, 2014 - Views: 1

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Brannick & Levine Chapter 9 Doing a Job Analysis...

Brannick & LevineChapter 9 Doing a Job Analysis Study. Purposes drive these decisions: (what are come choices you have made?) Kind (and method) to use

http://home.ubalt.edu/tmitch/651/B&L%20ppts/B&L%20chap%209.pptx

Date added: September 24, 2014 - Views: 3

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Slide 1

For this example, the data matrix was ... used in the correlation ... distance over original distance Canonical Correspondence Analysis After-the-fact with relative ...

http://people.oregonstate.edu/~mccuneb/Chapter13.ppt

Date added: June 8, 2013 - Views: 2

ppt
Slide 1

The analysis is carried out with the description of a single variable in terms of the applicable unit of analysis. For example, ... Canonical correlation ...

http://www.up.ac.za/media/shared/Legacy/Education/spss-notes-july-support-sessions.zp37310.pptx

Date added: December 15, 2014 - Views: 1

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Syntax vs Point & Click - Oklahoma State...

The commands you have entered into the Syntax Window during an analysis or a series of analyses form a ... For this example we will allow 2 missing values before ...

http://psychology.okstate.edu/faculty/jgrice/personalitylab/Burdsal_SyntaxPointClick_2013.pptx

Date added: June 7, 2013 - Views: 6