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Introduction - UKSCIENCE

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Introduction - UKSCIENCE

FOLLOWED BY: Literature Tutorial 69EG3137 – Impacts & Models of Climate Change Lecture Topics What is statistical forecasting? ... (MOS) forecasts PCA and EOF Canonical Correlation Analysis Statistical Forecasting [Part 1] 69EG3137 ...

http://www.ukscience.org/_Media/statfcst_1.ppt

Date added: May 19, 2013 - Views: 17

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Dad’s PowerPoint Presentation - GRSS | IEEE | Geoscience ...

IGARSS2008 Tutorial, July 6, ... * CCA (canonical correlation analysis) jointly analyzes two sets of variables. The desired linear combinations of the two sets of zero mean variable X and Y are obtained by maximizing the normalized correlation between them. * ICA ...

http://www.grss-ieee.org/wp-content/uploads/2010/06/IGARSStut1a.ppt

Date added: November 10, 2011 - Views: 71

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SPSS Tutorial 101: Import, Merge and Save Data Sets

... Factor analysis Multiple logistic regression Discriminant analysis One-way MANOVA Multivariate multiple regression Canonical correlation Analysis of covariance Questions? Introduction to SPSS What is SPSS ... SPSS Tutorial 101: Import, Merge and Save Data Sets Author: hdai Last ...

https://www.childrens-mercy.org/content/uploadedFiles/Medical_Research/Stats/SPSS%20201.ppt

Date added: March 1, 2012 - Views: 96

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Introduction to Kernels - Donald Bren School of Information ...

Principal Components Analysis 2. Ridge regression 3. Fisher discriminant analysis 4. Canonical correlation analysis Answer: We consider linear combinations of input vector: ... support vector machine - Fisher discriminant analysis - kernel regression - kernel PCA - kernel CCA Definition: ...

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

Date added: November 22, 2011 - Views: 49

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Statistical Timing Analysis - IBM Research: Overview - United ...

Statistical Analysis and Design: From Picoseconds to Probabilities Chandu Visweswariah IBM Thomas J. Watson Research Center Yorktown Heights, NY

http://www.research.ibm.com/people/c/chandu/pubs/2004/ChanduSBCCI04Tutorialv5.ppt

Date added: October 29, 2011 - Views: 38

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Motivation of Subspace Methods - University of Maryland ...

... when s is Gaussian) Non-Gaussianity measures Kurtosis (a 4th order stat), Negentropy ICA Examples Natural images CCA (Canonical Correlation Analysis) Assumption, Notation Two sets of vectors X ... ECCV 2002 Tutorial slides http://www.icg.tu-graz.ac.at/~bischof/TUTECCV02.pdf http ...

http://www.umiacs.umd.edu/~knkim/KG_VISA/Subspace/SubspaceMethods.ppt

Date added: October 30, 2011 - Views: 57

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A Simple Introduction to Support Vector Machines

A Simple Introduction to Support Vector Machines Martin Law Lecture for CSE 802 Department of Computer Science and Engineering Michigan State University

http://www.cse.msu.edu/~cse802/notes/intro_SVM_new.ppt

Date added: September 1, 2011 - Views: 228

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An Introduction to Support Vector Machines

An Introduction to Support Vector Machines (M. Law)

http://ce.sharif.edu/courses/83-84/2/ce725/resources/root/notes/intro_SVM.ppt

Date added: August 1, 2013 - Views: 2

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Partial Least Squares - University of North Texas

Partial Least Squares ... of observations not required Unlike PCR it creates components with an eye to the predictor-DV relationship Unlike Canonical Correlation, it maintains the predictive nature of the model While similar interpretation is possible, ...

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

Date added: November 1, 2011 - Views: 116

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Advances and directions of research in Symbolic Data Analysis

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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Feature-based Distributed Language Modeling with a Mixture of ...

The semi-supervised models in this tutorial make different assumptions than C&C (1996) ... Canonical correlation analysis – CCA (Hotelling, 1936) Mr. said. Smith. Microsoft. Correlated features from different views are mapped to similar areas of space.

http://john.blitzer.com/tutorial/ssl_tutorial.pptx

Date added: September 9, 2011 - Views: 46

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Symbolic data analysis of complex data - Sinica

TUTORIAL: 13 June 2014 ... Symbolic variables projection inside the hypercube of the correlation sphere Telephone calls text mining in order to discover ... Some Symbolic Data Analysis references Some Symbolic Data Analysis references In Regression and Canonical analysis extended to Symbolic ...

http://www3.stat.sinica.edu.tw/sda2014/open_presentation/T4_Edwin%20Diday.ppt

Date added: July 24, 2014 - Views: 1

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ensemble_sdm10. ppt - Utah :: School of Computing

Outline An overview of ensemble methods Motivations Tutorial overview Supervised ensemble ... we cannot benefit much from multi-view learning Algorithms Searching for compatible hypotheses Canonical correlation analysis Co ... Solving consensus and semi-supervised clustering problems using ...

http://www.cs.utah.edu/~piyush/teaching/ensemble_sdm10.ppt

Date added: June 9, 2012 - Views: 69

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A Simple Introduction to Support Vector Machines

... kernel canonical correlation analysis, ... Resources http://www.kernel-machines.org/ http://www.support-vector.net/ http://www.support-vector.net/icml-tutorial.pdf http://www.kernel-machines.org/papers/tutorial-nips.ps.gz http://www.clopinet.com/isabelle/Projects/SVM/applist.html ...

http://www.kddresearch.org/Courses/Spring-2008/CIS732/Lectures/Lecture-13-20080220.ppt

Date added: November 19, 2011 - Views: 44

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CSCE590/822 Data Mining Principles and Applications

CSCE883 Support Vector Machines Lecture 13 Support Vector Machines MWF 11:15aM-12:05PM Dr. Jianjun Hu http://mleg.cse.sc.edu/edu/csce883 University of South Carolina

http://mleg.cse.sc.edu/edu/csce883/uploads/Main.LectureNotes/lec13.ppt

Date added: November 29, 2013 - Views: 11

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VTree-3D - University of North Carolina at Chapel Hill

Statistics of Anatomic Geometry Stephen Pizer, Kenan Professor Medical Image Display & Analysis Group University of North Carolina This tutorial and other relevant papers can be found at website: midag.cs.unc.edu

http://midag.cs.unc.edu/pubs/presentations/MICCAI_Pizer_Tutorial/Steve_Pizer/anatgeomstats.miccai.ppt

Date added: August 2, 2013 - Views: 23

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VTree-3D

Medical Image Display & Analysis Group University of North Carolina website: midag.cs.unc.edu Co-authors: P. Thomas Fletcher, Sarang Joshi, Conglin Lu, and numerous others in MIDAG ...

http://midag.cs.unc.edu/pubs/presentations/cis-talk/stats.cis.short

Date added: January 27, 2012 - Views: 14

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What statistical analysis should I use? - Newcastle University

What statistical analysis should I use? Friedman test Reshaping data Ordered logistic regression Factorial logistic regression Correlation Simple linear regression

http://www.staff.ncl.ac.uk/mike.cox/III/spss13.ppt

Date added: May 2, 2013 - Views: 73

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leitang.net

leitang.net

http://leitang.net/tutorial.pptx

Date added: May 19, 2014 - Views: 14

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Preparing a PowerPoint for Your Dissertation Defense

http://developer.yahoo.com/hadoop/tutorial/module4.html. A MR workflow system. Represent . data flows . in workflow ... Suggest predictive job performance using a Kernel Canonical Correlation Analysis- KCCA model) e.g. estimate task runtime, job size . MR job constructs: input, output ...

http://chmpr.umbc.edu/PhuongDissertation.ppsx

Date added: May 2, 2013 - Views: 32

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An Introduction to Support Vector Machines

An Introduction to Support Vector Machines Martin Law

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

Date added: June 20, 2013 - Views: 53

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Climate Prediction Tool - :: INMET - Instituto Nacional de ...

SELECTING THE ANALYSIS INPUT DATASETS Climate Predictability Tool ... canonical correlation analysis (CCA) Help Pages on a range of topics in HTML format Options to save outputs in ASCII format and graphics as JPEG files Program source code is available for those using other systems ...

http://www.inmet.gov.br/documentos/cursoI_INMET_IRI/Climate_Information_Course/2007/CPT_CCA_tutorial.ppt

Date added: October 22, 2011 - Views: 33

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Multivariate Analysis - Department of Statistics - The ...

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

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

Date added: August 28, 2011 - Views: 555

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NCCS User Forum - Nasa

... User Services Lead Analysis System Updates Tom Maxwell, Analysis Lead Discover Job Monitor Tyler Simon, User Services SSP Test Matt Koop, ... Canonical Correlation Analysis ... NetCDF on-line tutorial: ...

http://www.nccs.nasa.gov/images/2009_09_22_NCCS_User_Forum.ppt

Date added: February 24, 2012 - Views: 31

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A Simple Introduction to Support Vector Machines

Note to other teachers and users of these slides. Andrew would be delighted if you found this source material useful in giving your own lectures.

http://www.cse.ust.hk/~qyang/Dragonstar/PPT/intro%20to%20svm.ppt

Date added: December 1, 2013 - Views: 10

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Data Mining For Hypertext: A Tutorial Survey.

11/11/01 sdbi – winter 2001 Data Mining For Hypertext: A Tutorial Survey Based on a paper by: Soumen Chakrabarti Indian Institute Of technology Bombay.

http://www.cs.huji.ac.il/course/2002/sdbi/2002/dm4ht.ppt

Date added: January 4, 2014 - Views: 7

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(C) Thomas Hofmann, Eurospeech 2003 - Max-Planck-Institut ...

... approximately factorize matrix Factors are typically constrained to be “thin” Overview of Tutorial 1. Principal Component Analysis Linear algebra background, general background ... scaling is unimportant Canonical Correlation Analysis Canonical Correlation Analysis Canonical ...

http://www.mpi-inf.mpg.de/~bast/slides/adfocs04.hofmann.ppt

Date added: October 30, 2011 - Views: 69

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Title

... of matrix A, so that A*V = V*D. Matrix D is the canonical form of A — a diagonal matrix with A's ... miislita.com/information-retrieval-tutorial/svd-lsi-tutorial-1-understanding.html http://www.miislita.com/information ... Indexing by Latent Semantic Analysis. JASIS ...

http://cecs.wright.edu/~tkprasad/courses/cs707/L18LSI.ppt

Date added: September 22, 2013 - Views: 15

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Slide 1

ArrayTrack--- Data management, analysis and interpretation tool for DNA microarray and beyond

http://systemsbiology.usm.edu/EGGT/Slides/ArrayTrack.ppt

Date added: July 11, 2013 - Views: 5

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What is applied psychometrics? - Welcome to the NCRM EPrints ...

Tutorial materials on website. www.psychometrics.ppsis.cam.ac.uk. ... Factor analysis/correlation Number of obs = 87. ... related to logistic IRT and also approximated as maximum likelihood estimation through canonical correspondence analysis is implemented in various forms in the package .

http://eprints.ncrm.ac.uk/1516/1/What%20is%20applied%20psychometrics%20updated.pptx

Date added: September 9, 2011 - Views: 108

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No Slide Title

ALF tutorial Wolfgang ... TEST Canonical description of functional ... one specific timing arc or multiple timing arcs Timing accuracy ALF enables more accurate delay calculation Better correlation with SPICE Interconnect modeling ALF support distributed load Characterize ...

http://www.eda.org/alf/homepage/ALF4IEC23oct2002.ppt

Date added: May 31, 2013 - Views: 3

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PowerPoint Presentation

... both position and scale Orientation Create histogram of local gradient directions computed at selected scale Assign canonical ... (compute correlation ... visual data is easily accessible. High-level description of these data also become available. How do we explore them? Analysis ...

http://www.cs.virginia.edu/~jz8p/StructureFromMotion/Structure%20from%20motion.ppt

Date added: June 24, 2012 - Views: 21

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Detect Features - MIT Computer Science and Artificial ...

... and to moderate affine transformations CVPR 2003 Tutorial ... Offset of extremum (use finite differences for derivatives): Select canonical ... Evaluation of different local features SIFT, steerable filters, differential invariants, moment invariants, cross-correlation ...

http://groups.csail.mit.edu/graphics/classes/CompPhoto06/html/lecturenotes/matchingApril112006.ppt

Date added: September 14, 2011 - Views: 50

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Foundations of Probabilistic Answers to Queries

... that could lead to practical management techniques for probabilistic databases. Some Notes on the Tutorial There is a huge amount of ... Website), R(Industry2, Analysis), Company1 ~ Company2 ... Example Tuples as Events Tuple Correlation Example Query ...

http://homes.cs.washington.edu/~suciu/tutorial-sigmod2005.ppt

Date added: October 1, 2012 - Views: 22

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Keyword-based Search and Exploration on Databases

Result analysis difficulty. Evaluation difficulty. Efficiency. ICDE 2011 Tutorial. ... use well-known correlation metrics on distributions. Categorical values: ... CNs are generated in a canonical form in a depth-first manner Cluster these CNs to build the mesh.

http://www.public.asu.edu/~ychen127/icde11_tutorial.pptx

Date added: June 23, 2012 - Views: 32

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Data Science for Business: Book Review Tutorial

Data Science for Business:Book Review Tutorial. Dr. Brand Niemann. Director and Senior Data Scientist. Semantic Community. http://semanticommunity.info. http://www.meetup.com/Federal-Big-Data-Working-Group/ ... From Correlation to Supervised Segmentation (C) 4.

http://semanticommunity.info/@api/deki/files/28159/BrandNiemann02182014.pptx

Date added: February 23, 2014 - Views: 3

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Goals and Objectives

Goals and Objectives

http://www.icsi.berkeley.edu/%7Esteveng/2000/PPT/Flensburg.ppt

Date added: February 25, 2012 - Views: 8

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Detect Features

Local Invariant Features This is a compilation of slides by: Darya Frolova, Denis Simakov,The Weizmann Institute of Science Jiri Matas, Martin Urban Center for Machine Percpetion Prague

http://cmp.felk.cvut.cz/cmp/courses/XE33PVR/Curr/present/features.ppt

Date added: December 8, 2011 - Views: 28

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Pathway analysis

Knowledge based pathway analysis. Two major statistical approaches. Parametric: Hypergeometric/Fisher Exact Test (FET) Non-parametric: Kolmogorov-Smirnov/ranking statistics. Commonly-used applications, pros and cons. The proceedings in pathway analysis research.

http://sites.duke.edu/workblog/files/2012/06/pathway_shortcourse_presented.pptx

Date added: August 26, 2014 - Views: 1

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PowerPoint Presentation

Tutorial at ICACT09 Feb. 2009 GMPLS: Generalized MultiProtocol ... "Analysis and Design of Book-ahead Bandwidth-Sharing Mechanisms," IEEE ... 3 bits represent eight priority levels CFI Canonical Format Indicator, set to indicate the presence of an Embedded-RIF VLAN ID Uniquely ...

http://www.ece.virginia.edu/~mv/pubs/tutorials/icact09/mv-gmpls-tut.ppt

Date added: November 14, 2011 - Views: 71

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Kein Folientitel

Graph Mining and Network Analysis Martin Ester Simon Fraser University School of Computing Science CMPT 884 Spring 2009

http://www.cs.sfu.ca/CC/884/ester/884.1-09.GraphMining.ppt

Date added: February 13, 2013 - Views: 2

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No Slide Title

... Courtesy of Nikil Wale * * ICDM 08 Tutorial * Performance Comparison * Re-examination of Pattern-Based Classification Model Learning Positive Negative Training Instances ... and correlation analysis * * Example: Frequent Subgraphs ... Represent graphs using canonical adjacency ...

http://web.engr.illinois.edu/~hanj/kaist13/2-mining_homogeneous_networks.ppt

Date added: July 11, 2014 - Views: 2

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WPMC'08 Tutorial slides - Oulu - Update your links. The www ...

Outline of Tutorial A very brief introduction to URANUS project that is behind this tutorial Motivation Why we want flexible ratios with time frequency processing A brief introduction to Gabor analysis Mathematical definitions Computation ... processing we do correlation in TF domain ...

http://www.ee.oulu.fi/~harza/WPMCtutorial.ppt

Date added: May 2, 2013 - Views: 14

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Goals and Objectives

... 5 Slits Correlation ... Grand Summary SPONTANEOUS SPEECH DIFFERS IN CERTAIN SYSTEMATIC WAYS FROM CANONICAL DESCRIPTIONS OF LANGUAGE AND MORE ... Understanding speech understanding - towards a unified theory of speech perception. Proceedings of the ESCA Tutorial and Advanced ...

http://www.silicon-speech.com/Media/Powerpoint/2000_PronunciationModels.ppt

Date added: November 10, 2011 - Views: 39

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Course - UCL Institute of Cognitive Neuroscience

Overview of SPM Analysis Contents Preliminaries Smooth Rigid-Body and Affine ... Normalised cross correlation (maximise) Entropy of ... registration Non-linear registration Affine registration EPI T2 T1 Transm PD PET 305 T1 PD T2 SS Template Images “Canonical” images A wider range ...

http://www.icn.ucl.ac.uk/courses/MATLAB-Tutorials/spm_icn_2008/Image_registration_Dartel.ppt

Date added: October 12, 2011 - Views: 83

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Cached sufficient statistics

Scope Nearest neighbor K-means Hierarchical clustering N-point correlation functions Kernel density ... if possible Two canonical problems Nearest-neighbor ... Range-count example Range-count example Range-count example Range-count example Some questions Asymptotic runtime analysis ...

http://www.siam.org/meetings/sdm08/TS3.ppt

Date added: May 2, 2013 - Views: 14

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PowerPoint Presentation

MIE 2006 Tutorial Standards and ... reflects the properties of the objects within its domain in such a way that there obtains a systematic correlation ... a sound upper domain ontology Requires good description of what is Disease / disorder / illness Symptom / sign Normal / canonical ...

http://www.referent-tracking.com/RTU/sendfile/?file=MIE2006-SNOMED-CT.ppt

Date added: May 10, 2013 - Views: 5

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Using Local Moments For 3D Shape Matching and Retrieval

tutorial on Principal Components . Analysis ”. 2002. ... It finds a canonical local system by applying PCA to the neighborhood. ... the algorithm constructs the auto-correlation function needed to evaluate the Harris operator. Subsequently, ...

http://ammarhattab.com/resources/papers/DGP_Presentation.pptx

Date added: January 26, 2014 - Views: 10

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No Slide Title

Cluster Analysis What is Cluster ... Limitations of COBWEB The assumption that the attributes are independent of each other is often too strong because correlation ... high density clusters exist in those subspaces insensitive to the order of records in input and does not presume some canonical ...

http://cs.txstate.edu/~jg66/teaching/dm/notes/ch7.ppt

Date added: May 2, 2013 - Views: 32

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Outline - Software Department

... Linear correlation ... Informed watermarking Informed watermarking Informed watermarking * UCL Adastral Park Postgraduate Campus This tutorial ... 1-n Unit Sphere q Basic Algorithms and Concepts Transform Quantization Entropy Coding uncompressed work compressed work Canonical ...

http://www.cs.ioc.ee/yik/schools/win2007/cox/watermarkV02.ppt

Date added: June 27, 2014 - Views: 12