The Analysis of Patterns, Cagliari 2009

The Analysis of Patterns, Cagliari 2009

14 Videos · Sep 28, 2009

About

Modern society is increasingly reliant on our capability to automatically detect patterns in vast masses of data. This is affecting not only the way we do business and run our industries, but also is changing the very nature of the scientific method. Every science now has an e-version (computational biology, computational chemistry, etc) and in many cases this involves automatisation of both the production and the analysis of experimental data. The use of computer simulations increases our reliance on automatic analysis of data even further. This process is accelerating.

The distinct scientific communities that are working on various aspects of automatic analysis of data include Combinatorial Pattern Matching, Data Mining, Computational Statistics, Network Analysis, Text Mining, Image Processing, Syntactical Pattern Recognition, Machine Learning, Statistical Pattern Recognition, Computer Vision, and many others.

A unified understanding of the challenges and opportunities ahead is essential for further progress, and is the purpose of this series of workshops / summer-schools: to promote a unified understanding of all the technical and conceptual issues relating to the automatic discovery and exploitation of patterns in data.

The previous 2 editions of this event took place in Erice, 2005 and Bertinoro, 2007. The videos of all lectures are available online.

INTENDED AUDIENCE: The school is intended for PhD students, postdocs, and researchers (both academic and industrial), working in any of the disciplines involved in "the analysis of patterns" and hence including: bioinformatics, data mining, text analysis, machine learning, statistics, optimization, computer vision, stringology, network analysis, etc.


The event homepage can be found at http://www.analysis-of-patterns.net/

Videos

Lectures

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02:13:13

Statistical Significance and Stability Analysis for Patterns

John Shawe-Taylor

Dec 3, 2009

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5297 views

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02:54:42

Pattern Analysis over Graphs, and Bioinformatics Applications

Jean-Philippe Vert

Dec 3, 2009

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5303 views

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25:43

Patterns in Web Content

Nello Cristianini

Dec 3, 2009

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2736 views

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03:05:04

Three Hours on Multiple Classififier Systems

Fabio Roli

Dec 3, 2009

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5394 views

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02:07:33

Patterns in Vector Spaces

Elisa Ricci

Dec 3, 2009

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24166 views

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02:33:51

Frequent Pattern Mining

Bart Goethals

Dec 3, 2009

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7581 views

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02:12:54

Analysis of Patterns

Florent Nicart

Dec 3, 2009

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3909 views

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01:00:29

Constraint Programming for Itemset Mining

Tias Guns

Dec 3, 2009

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4668 views

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55:19

Analysis of Patterns for Computer Security

Giorgio Giacinto

Dec 3, 2009

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3881 views

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01:12:12

Pattern Analysis and Scientific Method, Privacy and Intelligent Machines

Nello Cristianini

Dec 3, 2009

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4140 views

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56:43

Pattern Recognition in Computer Vision

Giovanni Maria Farinella

Dec 3, 2009

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8256 views

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26:37

Patterns: Significant vs. Accidental

Nello Cristianini

Dec 3, 2009

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2963 views

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44:37

What Are Patterns?

Nello Cristianini

Dec 3, 2009

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5817 views

Extras

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10:27

IFA for the Diagnosis of a Railway Infrastructure Device in a Semi-Supervised Le...

Nicolas Cheifetz

Dec 3, 2009

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2730 views