European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Athens 2011

16 Videos · Sep 5, 2011

About

This event builds upon a very successful series of 21 ECML and 14 PKDD conferences, which have been jointly organized for the past ten years.

It has become the major European scientific event in these fields and in 2011 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 2011.

Videos

Openings & Awards Ceremony

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03:32

Opening and awards ceremony

Peter A. Flach

Oct 3, 2011

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3518 views

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05:04

Opening and awards ceremony

Michalis Vazirgiannis

Oct 3, 2011

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2958 views

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07:54

Opening and Awards Ceremony

Donato Malerba

Oct 3, 2011

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3083 views

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03:55

Opening and awards ceremony

Dimitrios Gunopulos

Oct 3, 2011

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2556 views

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10:41

Opening and Awards Ceremony

Yannis Theodoridis

Oct 3, 2011

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2709 views

Invited Talks

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55:08

Learning from constraints

Marco Gori

Oct 3, 2011

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4096 views

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01:01:21

Human Dynamics: From Human Mobility to Predictability

Albert-László Barabási

Oct 3, 2011

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4448 views

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01:00:47

Embracing Uncertainty: Applied Machine Learning Comes of Age

Christopher Bishop

Oct 3, 2011

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9960 views

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51:56

Permutation structure in 0-1 data

Heikki Mannila

Oct 3, 2011

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3258 views

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01:13:26

Highly dimensional problems in Computational Advertising

Andrei Broder

Oct 3, 2011

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5702 views

Tutorials

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02:56:48

Introduction to causal discovery: A Bayesian Networks approach

Ioannis Tsamardinos

Nov 29, 2011

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9075 views

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03:06:49

Factorizing Gigantic Matrices

Christian Bauckhage,

Kristian Kersting

Nov 29, 2011

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4651 views

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03:08:15

Semantic Data Mining

Alexandros Kalousis,

Melanie Hilario,

Jędrzej Potoniec,

Agnieszka Ławrynowicz,

Nada Lavrač,

Anže Vavpetič

Nov 29, 2011

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9111 views

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02:50:53

Mining Complex Entities from Heterogeneous Information Networks

Andrea Varga,

Fabio Ciravegna

Nov 29, 2011

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5233 views

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02:58:43

Mining complex dynamic data

Arthur Zimek,

Irene Ntoutsi,

Myra Spiliopoulou,

Grigoris Tsoumakas

Oct 3, 2011

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6031 views

10-years Award Ceremony

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23:05

Mining the Web for Meaning

Peter D. Turney

Oct 3, 2011

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4390 views