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.
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Uploaded videos:
Introduction, Conclusion and Panel
Course introduction
Feb 05, 2008
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3531 Views
Panel discussion – Future Challenges in Data Modelling
Feb 05, 2008
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4128 Views
Lectures
Introduction to data modelling
Feb 05, 2008
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5242 Views
The Multi-layer Perceptron
Feb 05, 2008
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6824 Views
Functional Analysis in Data Modelling
Feb 05, 2008
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7679 Views
Introduction to Support Vector Machines
Feb 05, 2008
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126256 Views
Kernel Based Methods
Feb 05, 2008
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9191 Views
Dimensionality Reduction
Feb 05, 2008
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12143 Views
Semi-supervised learning
Feb 05, 2008
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6887 Views
Hierarchical Clustering
Feb 05, 2008
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13742 Views
Bayesian methods for data Modelling
Feb 05, 2008
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11355 Views
Graphical models
Feb 05, 2008
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20755 Views
Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensiv...
Feb 05, 2008
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5504 Views
Learning with Gaussian Processes
Feb 05, 2008
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50725 Views
Application of Data Modelling to Fault Detection in an Internal Combustion Engin...
Feb 05, 2008
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4654 Views
Applications of Machine Learning to the Game of Go
Feb 05, 2008
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6471 Views
Modelling Genomic Data
Feb 05, 2008
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4832 Views
Applications to Machine Vision
Feb 05, 2008
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17181 Views