The Analysis of Patterns, Cagliari 2009

The Analysis of Patterns, Cagliari 2009

14 Lectures · 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/

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Uploaded videos:

Lectures

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44:37

What Are Patterns?

Nello Cristianini

Dec 03, 2009

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5814 Views

Lecture
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01:12:12

Pattern Analysis and Scientific Method, Privacy and Intelligent Machines

Nello Cristianini

Dec 03, 2009

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4135 Views

Lecture
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02:07:33

Patterns in Vector Spaces

Elisa Ricci

Dec 03, 2009

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24155 Views

Lecture
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02:33:51

Frequent Pattern Mining

Bart Goethals

Dec 03, 2009

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7572 Views

Lecture
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02:12:54

Analysis of Patterns

Florent Nicart

Dec 03, 2009

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3905 Views

Lecture
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03:05:04

Three Hours on Multiple Classififier Systems

Fabio Roli

Dec 03, 2009

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5385 Views

Lecture
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02:13:13

Statistical Significance and Stability Analysis for Patterns

John Shawe-Taylor

Dec 03, 2009

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5289 Views

Lecture
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02:54:42

Pattern Analysis over Graphs, and Bioinformatics Applications

Jean-Philippe Vert

Dec 03, 2009

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5291 Views

Lecture
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56:43

Pattern Recognition in Computer Vision

Giovanni Maria Farinella

Dec 03, 2009

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8252 Views

Lecture
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26:37

Patterns: Significant vs. Accidental

Nello Cristianini

Dec 03, 2009

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2961 Views

Lecture
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25:43

Patterns in Web Content

Nello Cristianini

Dec 03, 2009

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2733 Views

Lecture
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55:19

Analysis of Patterns for Computer Security

Giorgio Giacinto

Dec 03, 2009

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3878 Views

Lecture
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01:00:29

Constraint Programming for Itemset Mining

Tias Guns

Dec 03, 2009

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4662 Views

Lecture

Extras

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10:27

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

Nicolas Cheifetz

Dec 03, 2009

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2726 Views

Interview