EPSRC Winter School 2008 - Sheffield

EPSRC Winter School in Mathematics for Data Modelling, Sheffield 2008

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.


Introduction, Conclusion and Panel
[syn] 3522 views, 31:05 Course introduction Course introduction Tony Dodd Tony Dodd	[syn] 4119 views, 56:39 Panel discussion – Future Challenges in Data ModellingPanel discussion – Future Challenges in Data Modelling Andrew Blake, Neil D. Lawrence, et al. Andrew Blake, Neil D. Lawrence, Mahesan Niranjan, George Irwin
Lectures
[syn] 5218 views, 1:11:06 Introduction to data modellingIntroduction to data modelling Tony Dodd Tony Dodd	[syn] 6805 views, 1:28:24 The Multi-layer PerceptronThe Multi-layer Perceptron Robert F Harrison Robert F Harrison	[syn] 7650 views, 1:06:03 Functional Analysis in Data ModellingFunctional Analysis in Data Modelling Tony Dodd Tony Dodd 1 comment	[syn] 126022 views, 1:28:06 Introduction to Support Vector MachinesIntroduction to Support Vector Machines Colin Campbell Colin Campbell 26 comments	[syn] 9154 views, 58:20 Kernel Based MethodsKernel Based Methods Colin Campbell Colin Campbell
[syn] 12091 views, 1:40:11 Dimensionality ReductionDimensionality Reduction Neil D. Lawrence Neil D. Lawrence 2 comments	[syn] 6862 views, 1:28:47 Semi-supervised learningSemi-supervised learning Guido Sanguinetti Guido Sanguinetti	[syn] 13659 views, 1:11:49 Hierarchical ClusteringHierarchical Clustering Yee Whye Teh Yee Whye Teh	[syn] 11329 views, 1:26:34 Bayesian methods for data ModellingBayesian methods for data Modelling Mike Tipping Mike Tipping 3 comments	[syn] 20657 views, 1:21:29 Graphical modelsGraphical models Zoubin Ghahramani Zoubin Ghahramani
[syn] 5479 views, 1:30:53 Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive CareFactorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive ... Chris Williams Chris Williams 2 comments	[syn] 50181 views, 2:10:20 Learning with Gaussian ProcessesLearning with Gaussian Processes Carl Edward Rasmussen Carl Edward Rasmussen 9 comments	[syn] 4644 views, 58:56 Application of Data Modelling to Fault Detection in an Internal Combustion EngineApplication of Data Modelling to Fault Detection in an Internal ... George Irwin George Irwin	[syn] 6453 views, 57:42 Applications of Machine Learning to the Game of GoApplications of Machine Learning to the Game of Go David Stern David Stern	[syn] 4795 views, 1:09:28 Modelling Genomic DataModelling Genomic Data Mahesan Niranjan Mahesan Niranjan
[syn] 17000 views, 1:05:57 Applications to Machine VisionApplications to Machine Vision Andrew Blake Andrew Blake