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

video-img
01:02:33

Hierarchical Learning Machines and Neuroscience of Visual Cortex

Tomaso A. Poggio

Nov 16, 2010

 · 

4907 views

video-img
58:19

Mining Billion-node Graphs: Patterns, Generators and Tools

Christos Faloutsos

Nov 16, 2010

 · 

4439 views

video-img
52:33

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

Hod Lipson

Nov 16, 2010

 · 

3974 views

video-img
01:19:17

Structure is Informative: On Mining Structured Information Networks

Jiawei Han

Nov 16, 2010

 · 

4129 views

video-img
00:08

Formal Theory of Fun & Creativity

Jurgen Schmidhuber

Dec 13, 2010

 · 

17630 views

Tutorials

video-img
02:42:18

Mining Sets of Patterns

Bjorn Bringmann,

Jilles Vreeken,

Siegfried Nijssen

Nov 16, 2010

 · 

5407 views

video-img
01:51:36

Robot skill Learning

Jan Peters

Nov 16, 2010

 · 

6102 views

video-img
01:20:37

Web mining

Ricardo Baeza-Yates

Nov 16, 2010

 · 

5115 views

video-img
46:39

Sparse methods for machine learning: Theory and algorithms

Guillaume Obozinski

Nov 16, 2010

 · 

7190 views

video-img
02:37:40

Adversarial bandit problems: the power of randomization

Gabor Lugosi

Nov 16, 2010

 · 

6056 views

video-img
02:40:22

Algorithms for Predicting Structured Data

Thomas Gartner,

Shankar Vembu

Nov 16, 2010

 · 

7694 views

video-img
01:42:02

Preference Learning

Eyke Hullermeier,

Johannes Fürnkranz

Nov 16, 2010

 · 

8805 views