'Distance measure' diaporamas de présentation

By: Yair Weiss and Edward H. Adelson. Presenting: Ady Ecker and Max Chvalevsky.

EM for Motion Segmentation. By: Yair Weiss and Edward H. Adelson. Presenting: Ady Ecker and Max Chvalevsky. .

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Text Categorization

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Computational Photography CSE 590

Computational Photography CSE 590. Tamara Berg Filtering & Pyramids. Image filtering. Image filtering: compute function of local neighborhood at each position Really important! Enhance images Denoise, resize, increase contrast, etc. Extract information from images

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Clustering (slide from Han and Kamber)

Clustering (slide from Han and Kamber). Clustering of data is a method by which large sets of data is grouped into clusters of smaller sets of similar data. The example below demonstrates the clustering of balls of same colour. There are a total of 10 balls which are of three different

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Text Clustering

Text Clustering. Clustering. Partition unlabeled examples into disjoint subsets of clusters , such that: Examples within a cluster are very similar Examples in different clusters are very different Discover new categories in an unsupervised manner (no sample category labels provided). .

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MSCIT 5210: Knowledge Discovery and Data Mining

MSCIT 5210: Knowledge Discovery and Data Mining. Acknowledgement: Slides modified by Dr. Lei Chen based on the slides provided by Pang-Ning Tan, Michael Steinbach,Vipin Kumar, Jiawei Han, Micheline Kamber, and Jian Pei. 1. Chapter 12. Outlier Analysis. Outlier and Outlier Analysis

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More Microarray Analysis: Unsupervised Approaches

More Microarray Analysis: Unsupervised Approaches. Matt Hibbs Troyanskaya Lab. Outline. Gene Expression vs. DNA applications A little more normalization (missing values) Unsupervised Analysis Basic Clustering Statistical Enrichment PCA/SVD Advanced Clustering Search-based Approaches.

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Intra-Class Variability Modeling for Speech Processing

Intra-Class Variability Modeling for Speech Processing . Dr. Hagai Aronowitz IBM Haifa Research Lab Presentation is available online at: http://aronowitzh.googlepages.com/. Speech Classification Proposed framework.

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Canonical Correspondence Analysis (CCA) And Other techniques

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Canonical Correspondence Analysis (CCA) And Other techniques

1.47k views • 42 slides

Multivariate analysis in community ecology

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Clustering

663 views • 34 slides

Radial Basis Function (RBF) Networks

Radial Basis Function (RBF) Networks. RBF network. This is becoming an increasingly popular neural network with diverse applications and is probably the main rival to the multi-layered perceptron

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Chapter 6 Distance Measures

Chapter 6 Distance Measures. Tables, Figures, and Equations. From: McCune, B. & J. B. Grace. 2002. Analysis of Ecological Communities . MjM Software Design, Gleneden Beach, Oregon http://www.pcord.com.

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Towards a unifying view of block cipher cryptanalysis

Towards a unifying view of block cipher cryptanalysis. David Wagner University of California, Berkeley. In this talk:. Survey of cryptanalysis of block ciphers Steps towards a unifying view of this field Algebraic attacks.

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WP.31 Effects of Rounding on Data Quality

WP.31 Effects of Rounding on Data Quality. Jay J. Kim , Lawrence H. Cox, Myron Katzoff, Joe Fred Gonzalez, Jr. U.S. National Center for Health Statistics. Introduction Reasons for rounding Rounding noninteger values to integer values for statistical purposes;

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Thermodynamic Geometry

Thermodynamic Geometry. Peter Salamon Udine Advanced School October 2005. Finite Time Thermodynamics. 3 (at least) Big Questions Maximum power Minimum dissipation Thermodynamic waiting time Number of fluctuations 1 (at least) Big Failing No contact with experiment. Min ? S u. Max

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Diffusion Maps and Spectral Clustering

1 /14. Machine Learning Seminar Series. Diffusion Maps and Spectral Clustering. Author : Ronald R. Coifman et al. (Yale University) Presenter : Nilanjan Dasgupta (SIG Inc.). Z. Y. X. 2 /14. Motivation. -- Datum. Low-dimensional Manifold.

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Finding Similar Music Artists for Recommendation

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Institute of Biophysics and Biomedical Engineering - Bulgarian Academy of Sciences

Institute of Biophysics and Biomedical Engineering - Bulgarian Academy of Sciences. OLYMPIA ROEVA 105 Acad. George Bonchev Str. 1113 Sofia, Bulgaria olympia@clbme.bas.bg. PARAMETER OPTIMIZATION OF FERMENTATION PROCESSES MODELS. 1. INTRODUCTION

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