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 Videos · 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.

Videos

Invited talks

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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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4903 views

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58:19

Mining Billion-node Graphs: Patterns, Generators and Tools

Christos Faloutsos

Nov 16, 2010

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4429 views

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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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3961 views

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01:19:17

Structure is Informative: On Mining Structured Information Networks

Jiawei Han

Nov 16, 2010

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4121 views

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00:08

Formal Theory of Fun & Creativity

Jurgen Schmidhuber

Dec 13, 2010

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17618 views

Tutorials

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02:42:18

Mining Sets of Patterns

Bjorn Bringmann,

Jilles Vreeken,

Siegfried Nijssen

Nov 16, 2010

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5394 views

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01:51:36

Robot skill Learning

Jan Peters

Nov 16, 2010

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6096 views

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01:20:37

Web mining

Ricardo Baeza-Yates

Nov 16, 2010

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5108 views

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46:39

Sparse methods for machine learning: Theory and algorithms

Guillaume Obozinski

Nov 16, 2010

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7185 views

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02:37:40

Adversarial bandit problems: the power of randomization

Gabor Lugosi

Nov 16, 2010

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6043 views

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02:40:22

Algorithms for Predicting Structured Data

Thomas Gartner,

Shankar Vembu

Nov 16, 2010

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7681 views

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01:42:02

Preference Learning

Eyke Hullermeier,

Johannes Fürnkranz

Nov 16, 2010

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8779 views