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Št. zadetkov: 7
An Efficient Sampling Scheme For Comparison of Large Graphs
Karsten Michael Borgwardt
Video in druga učna gradiva
Oznake: computer science;network analysis
As new graph structured data is being generated, graph comparison has become an important and challenging problem in application areas such as molecular biology, telecommunications, chemoinformatics, and social networks. Graph kernels have recently been proposed as a theoretically sound approach to ...
Leto: 2007 Vir: videolectures.net
Representative Subgraph Sampling using Markov Chain Monte Carlo Methods
Karsten Michael Borgwardt
Video in druga učna gradiva
Oznake: computer science;machine learning;markov processes
Bioinformatics and the Internet keep generating graph data with thousands of nodes. Most traditional graph algorithms for data analysis are too slow for analyzing these large graphs. One way to work around this problem is to sample a smaller ‘representative subgraph’ from the original large graph. ...
Leto: 2008 Vir: videolectures.net
Closing remarks
Karsten Michael Borgwardt
Video in druga učna gradiva
Oznake: computer science;machine learning;bioinformatics;biology
Leto: 2012 Vir: videolectures.net
Introduction
Karsten Michael Borgwardt
Video in druga učna gradiva
Oznake: computer science;machine learning;bioinformatics;biology
Leto: 2012 Vir: videolectures.net
Welcome and Introduction to the Morning Session
Karsten Michael Borgwardt
Video in druga učna gradiva
Oznake: computer science;machine learning;events
Leto: 2011 Vir: videolectures.net
Graph Mining and Graph Kernels
Karsten Michael Borgwardt , Xifeng Yan
Video in druga učna gradiva
Oznake: computer science;data mining
Social and biological networks have led to a huge interest in data analysis on graphs. Various groups within the KDD community have begun to study the task of data mining on graphs, including researchers from database-oriented graph mining, and researchers from kernel machine learning. Their approac ...
Leto: 2008 Vir: videolectures.net
Panel Discussion
Pedro Domingos , Stephen Muggleton , Luc De Raedt , Kristian Kersting , Thomas Gartner , Karsten Michael Borgwardt , C. David Page Jr. , Paolo Frasconi
Video in druga učna gradiva
Oznake: computer science;machine learning
Leto: 2009 Vir: videolectures.net
Št. zadetkov: 7
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