EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008
18 Videos · Jan 21, 2008
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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4137 views
Course introduction
Feb 5, 2008
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3548 views
Lectures
Introduction to Support Vector Machines
Feb 5, 2008
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126355 views
Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensiv...
Feb 5, 2008
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5535 views
Learning with Gaussian Processes
Feb 5, 2008
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50895 views
Applications to Machine Vision
Feb 5, 2008
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17261 views
Kernel Based Methods
Feb 5, 2008
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9205 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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6840 views
Modelling Genomic Data
Feb 5, 2008
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4848 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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4669 views
Hierarchical Clustering
Feb 5, 2008
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13786 views
Dimensionality Reduction
Feb 5, 2008
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12183 views
Graphical models
Feb 5, 2008
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20790 views
Functional Analysis in Data Modelling
Feb 5, 2008
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7693 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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11388 views