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
What Are Patterns?
Dec 03, 2009
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5811 Views
Pattern Analysis and Scientific Method, Privacy and Intelligent Machines
Dec 03, 2009
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4129 Views
Patterns in Vector Spaces
Dec 03, 2009
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24143 Views
Frequent Pattern Mining
Dec 03, 2009
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7563 Views
Analysis of Patterns
Dec 03, 2009
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3899 Views
Three Hours on Multiple Classififier Systems
Dec 03, 2009
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5378 Views
Statistical Significance and Stability Analysis for Patterns
Dec 03, 2009
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5280 Views
Pattern Analysis over Graphs, and Bioinformatics Applications
Dec 03, 2009
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5284 Views
Pattern Recognition in Computer Vision
Dec 03, 2009
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8250 Views
Patterns: Significant vs. Accidental
Dec 03, 2009
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2958 Views
Patterns in Web Content
Dec 03, 2009
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2728 Views
Analysis of Patterns for Computer Security
Dec 03, 2009
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3875 Views
Constraint Programming for Itemset Mining
Dec 03, 2009
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4658 Views
Extras
IFA for the Diagnosis of a Railway Infrastructure Device in a Semi-Supervised Le...
Dec 03, 2009
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2722 Views