EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008

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

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56:39

Panel discussion – Future Challenges in Data Modelling

Mahesan Niranjan,

Andrew Blake,

Neil D. Lawrence,

George Irwin

Feb 5, 2008

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4129 views

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31:05

Course introduction

Tony Dodd

Feb 5, 2008

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3532 views

Lectures

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01:28:06

Introduction to Support Vector Machines

Colin Campbell

Feb 5, 2008

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126271 views

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01:30:53

Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensiv...

Chris Williams

Feb 5, 2008

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5506 views

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02:10:20

Learning with Gaussian Processes

Carl Edward Rasmussen

Feb 5, 2008

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50752 views

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01:05:57

Applications to Machine Vision

Andrew Blake

Feb 5, 2008

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17188 views

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58:20

Kernel Based Methods

Colin Campbell

Feb 5, 2008

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9192 views

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57:42

Applications of Machine Learning to the Game of Go

David Stern

Feb 5, 2008

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6472 views

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01:28:24

The Multi-layer Perceptron

Robert F Harrison

Feb 5, 2008

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6826 views

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01:09:28

Modelling Genomic Data

Mahesan Niranjan

Feb 5, 2008

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4833 views

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01:11:06

Introduction to data modelling

Tony Dodd

Feb 5, 2008

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5244 views

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58:56

Application of Data Modelling to Fault Detection in an Internal Combustion Engin...

George Irwin

Feb 5, 2008

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4655 views

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01:11:49

Hierarchical Clustering

Yee Whye Teh

Feb 5, 2008

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13748 views

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01:40:11

Dimensionality Reduction

Neil D. Lawrence

Feb 5, 2008

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12149 views

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01:21:29

Graphical models

Zoubin Ghahramani

Feb 5, 2008

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20760 views

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01:06:03

Functional Analysis in Data Modelling

Tony Dodd

Feb 5, 2008

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7681 views

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01:28:47

Semi-supervised learning

Guido Sanguinetti

Feb 5, 2008

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6888 views

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01:26:34

Bayesian methods for data Modelling

Mike Tipping

Feb 5, 2008

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11357 views