The Analysis of Patterns, Erice 2005
15 Lectures · Oct 27, 2005
About
Automatic pattern analysis of data is a pillar of modern science, technology and business, with deep roots in statistics, machine learning, pattern recognition, theoretical computer science, and many other fields. A unified conceptual understanding of this strategic field is of utmost importance for researchers as well as for users of this technology.
This workshop-course emphasizes the common principles and roots of modern pattern analysis technology, developed independently by many different scientific communities over the past 30 years, and their impact on modern science and technology.
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Uploaded videos:
Interview
Nello Cristianini asking Gregory Chaitin about "Pattern"
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Introduction
Introduction to the workshop on Analysis of Patterns
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Lectures
Algorithmic and Combinatorial Foundations of Pattern Discovery
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On-line linear learning algorithms
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Patterns, Randomness and Information
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The Analysis of Patterns
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Patterns in sets of points: an overview
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Patterns in sets of points: the myriad virtues of eigenproblems
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Trees, Arrays, Networks and Optimization for Finding Patterns in Biological Sequ...
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Pattern Analysis with Graphs and Trees
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Grammatical Inference: a Tutorial
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Finding frequent patterns from data
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Kernel Methods
Feb 25, 2007
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Statistical Aspects of Pattern Analysis
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Suffix tree and Hidden Markov techniques for pattern analysis
Feb 25, 2007
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