European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Barcelona 2010

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Barcelona 2010

12 Lectures · Sep 20, 2010

About

This event builds upon a very successful series of 20 ECML and 13 PKDD conferences, the last nine editions of which have been organized jointly.

ECML PKDD has become the major European scientific event in these fields and in 2010 it comprises presentations of contributed papers and invited speakers, a wide program of workshops and tutorials, a discovery challenge, a demo track and an industrial track.

Detailed information about the conference can be found at ECML PKDD 2010.

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Uploaded videos:

Invited talks

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52:33

Mining experimental data for dynamical invariants - from cognitive robotics to c...

Hod Lipson

Nov 16, 2010

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3958 Views

Invited Talk
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01:02:33

Hierarchical Learning Machines and Neuroscience of Visual Cortex

Tomaso A. Poggio

Nov 16, 2010

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4896 Views

Invited Talk
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01:19:17

Structure is Informative: On Mining Structured Information Networks

Jiawei Han

Nov 16, 2010

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4114 Views

Invited Talk
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00:08

Formal Theory of Fun & Creativity

Jurgen Schmidhuber

Dec 13, 2010

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17601 Views

Invited Talk
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58:19

Mining Billion-node Graphs: Patterns, Generators and Tools

Christos Faloutsos

Nov 16, 2010

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4421 Views

Invited Talk

Tutorials

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01:51:36

Robot skill Learning

Jan Peters

Nov 16, 2010

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6084 Views

Tutorial
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02:37:40

Adversarial bandit problems: the power of randomization

Gabor Lugosi

Nov 16, 2010

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6033 Views

Tutorial
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01:42:02

Preference Learning

Johannes Fürnkranz,

Eyke Hullermeier

Nov 16, 2010

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8755 Views

Tutorial
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46:39

Sparse methods for machine learning: Theory and algorithms

Guillaume Obozinski

Nov 16, 2010

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7179 Views

Tutorial
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01:20:37

Web mining

Ricardo Baeza-Yates

Nov 16, 2010

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5104 Views

Tutorial
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02:40:22

Algorithms for Predicting Structured Data

Thomas Gartner,

Shankar Vembu

Nov 16, 2010

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7670 Views

Tutorial
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02:42:18

Mining Sets of Patterns

Jilles Vreeken,

Siegfried Nijssen,

Bjorn Bringmann

Nov 16, 2010

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5383 Views

Tutorial