Tutorials

Tutorials

10 Lectures · Jul 25, 2010

About

KDD-2010 Tutorials provide introductions to new areas of particular interest to the data mining community, and are hosted by the leading practitioners and teachers in the field. This is a great way to bring your skills up-to-date on vibrant new areas of data mining and get the most out of the papers in the KDD-2010 main conference program.

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Uploaded videos:

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02:47:00

Large-scale Data Mining: MapReduce and Beyond

Jimeng Sun,

Rong Yan,

Spiros Papadimitriou

Oct 01, 2010

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23718 Views

Tutorial
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01:56:57

New Developments in the Theory of Clustering

Suresh Venkatasubramanian,

Sergei Vassilvitskii

Oct 01, 2010

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4924 Views

Tutorial
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02:33:43

Temporal Pattern Mining in Symbolic Time Point and Time Interval Data

Fabian Moerchen

Oct 01, 2010

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8374 Views

Tutorial
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02:24:50

Learning through Exploration

John Langford,

Alina Beygelzimer

Oct 01, 2010

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21455 Views

Tutorial
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02:55:29

Geometric Tools for Graph Mining of Large Social and Information Networks

Michael Mahoney

Oct 01, 2010

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7632 Views

Tutorial
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02:35:47

Introduction to Graphical Models for Data Mining

Arindam Banerjee

Oct 01, 2010

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14677 Views

Tutorial
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02:33:11

Mining Heterogeneous Information Networks

Jiawei Han

Oct 01, 2010

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12062 Views

Tutorial
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01:56:21

Outlier Detection Techniques

Peer Kroger

Oct 01, 2010

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9582 Views

Tutorial
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02:38:23

Recommender Problems for Web Applications

Deepak Agarwal,

Bee-Chung Chen

Oct 01, 2010

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10464 Views

Tutorial
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02:19:02

Indexing and Mining Time Sequences

Christos Faloutsos,

Lei Li

Oct 01, 2010

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7693 Views

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