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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4134 views

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31:05

Course introduction

Tony Dodd

Feb 5, 2008

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3536 views

Lectures

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01:28:06

Introduction to Support Vector Machines

Colin Campbell

Feb 5, 2008

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126308 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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5511 views

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02:10:20

Learning with Gaussian Processes

Carl Edward Rasmussen

Feb 5, 2008

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50821 views

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01:05:57

Applications to Machine Vision

Andrew Blake

Feb 5, 2008

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17213 views

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58:20

Kernel Based Methods

Colin Campbell

Feb 5, 2008

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9197 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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6475 views

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01:28:24

The Multi-layer Perceptron

Robert F Harrison

Feb 5, 2008

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6832 views

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01:09:28

Modelling Genomic Data

Mahesan Niranjan

Feb 5, 2008

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4837 views

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01:11:06

Introduction to data modelling

Tony Dodd

Feb 5, 2008

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5248 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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4659 views

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01:11:49

Hierarchical Clustering

Yee Whye Teh

Feb 5, 2008

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13764 views

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01:40:11

Dimensionality Reduction

Neil D. Lawrence

Feb 5, 2008

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12167 views

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01:21:29

Graphical models

Zoubin Ghahramani

Feb 5, 2008

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20769 views

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01:06:03

Functional Analysis in Data Modelling

Tony Dodd

Feb 5, 2008

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7685 views

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01:28:47

Semi-supervised learning

Guido Sanguinetti

Feb 5, 2008

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6891 views

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01:26:34

Bayesian methods for data Modelling

Mike Tipping

Feb 5, 2008

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11366 views