About
This Winter School aims to bring together researchers who have an interest in data modelling across a broad range of applications but with an emphasis on engineering. The school will be of interest to anyone who uses or thinks they may need to use data modelling in their research. \ We will introduce data modelling and why it is important in engineering, provide hands-on PC sessions on how to model data in practise, and highlight the latest advances in data modelling research.
Videos
Introduction, Conclusion and Panel

Panel discussion – Future Challenges in Data Modelling
Feb 5, 2008
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4136 views

Course introduction
Feb 5, 2008
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3547 views
Lectures

Introduction to Support Vector Machines
Feb 5, 2008
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126328 views

Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensiv...
Feb 5, 2008
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5527 views

Learning with Gaussian Processes
Feb 5, 2008
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50866 views

Applications to Machine Vision
Feb 5, 2008
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17247 views

Kernel Based Methods
Feb 5, 2008
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9203 views

Applications of Machine Learning to the Game of Go
Feb 5, 2008
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6480 views

The Multi-layer Perceptron
Feb 5, 2008
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6838 views

Modelling Genomic Data
Feb 5, 2008
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4847 views

Introduction to data modelling
Feb 5, 2008
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5255 views

Application of Data Modelling to Fault Detection in an Internal Combustion Engin...
Feb 5, 2008
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4667 views

Hierarchical Clustering
Feb 5, 2008
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13779 views

Dimensionality Reduction
Feb 5, 2008
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12176 views

Graphical models
Feb 5, 2008
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20782 views

Functional Analysis in Data Modelling
Feb 5, 2008
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7690 views

Semi-supervised learning
Feb 5, 2008
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6898 views

Bayesian methods for data Modelling
Feb 5, 2008
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11380 views