1.2 Information Visualization: An Introduction to the Field and Applications for Statistics (Petra Isenberg)

Update: 2014-12-03

Description

Information visualization is a research area that focuses on making structures and content of large and complex data sets visually understandable and interactively analyzable. The goal of information visualization tools and techniques is to increase our ability to gain insight and make decisions for many types of datasets, tasks, and analysis scenarios. With the increase in size and complexity of data sets today, the research area of information visualization increasingly gains in importance and recognition. In this talk I will present principles of data representation and interaction and introduce a number of existing applications, tools, and techniques and show how they can be applied to questions in statistics and statistical learning.

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In Channel

1.1 Dimension reduction based on finite mixture modeling of inverse regression (Luca Scrucca)

2014-12-0301:00:06

1.2 Information Visualization: An Introduction to the Field and Applications for Statistics (Petra Isenberg)

2014-12-0346:33

2.1 Hypothesis Testing and Bayesian Inference: New Applications of Kernel Methods (Arthur Gretton)

2014-12-0357:28

2.2 Functional estimation in high dimensional data : Application to classification (Sophie Dabo-Niang)

2014-12-0346:15

2.3 Discriminative clustering for high-dimensional data (Camille Brunet)

2014-12-0356:08

3.1 Exploring Clustering Structure in Ranking Data (Brendan Murphy)

2014-12-0301:04:11

3.2 Co-clustering under different approaches (Mohamed Nadif)

2014-12-0357:03

3.3 Complexity control in overlapping stochastic block models (Pierre Latouche)

2014-12-0354:08

4.1 Data-driven penalties: heuristics, results and thoughts... (Pascal Massart)

2014-12-0348:32

4.2 A sliced inverse regression approach for block-wise evolving data streams (Jérôme Saracco)

2014-12-0350:11

4.3 Transfer to an Unlabeled Task using kernel marginal predictors (Gilles Blanchard)

2014-12-0351:30

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1.2 Information Visualization: An Introduction to the Field and Applications for Statistics (Petra Isenberg)

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1.2 Information Visualization: An Introduction to the Field and Applications for Statistics (Petra Isenberg)

Charles Bouveyron

1.2 Information Visualization: An Introduction to the Field and Applications for Statistics (Petra Isenberg)