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 Lectures · 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.

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Uploaded videos:

Openings & Awards Ceremony

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10:41

Opening and Awards Ceremony

Yannis Theodoridis

Oct 03, 2011

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2706 Views

Opening
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07:54

Opening and Awards Ceremony

Donato Malerba

Oct 03, 2011

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3081 Views

Opening
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05:04

Opening and awards ceremony

Michalis Vazirgiannis

Oct 03, 2011

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2957 Views

Opening
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03:55

Opening and awards ceremony

Dimitrios Gunopulos

Oct 03, 2011

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2555 Views

Opening
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03:32

Opening and awards ceremony

Peter A. Flach

Oct 03, 2011

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3516 Views

Opening

Invited Talks

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01:00:47

Embracing Uncertainty: Applied Machine Learning Comes of Age

Christopher Bishop

Oct 03, 2011

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9950 Views

Invited Talk
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01:01:21

Human Dynamics: From Human Mobility to Predictability

Albert-László Barabási

Oct 03, 2011

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4443 Views

Invited Talk
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01:13:26

Highly dimensional problems in Computational Advertising

Andrei Broder

Oct 03, 2011

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5691 Views

Invited Talk
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55:08

Learning from constraints

Marco Gori

Oct 03, 2011

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4094 Views

Invited Talk
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51:56

Permutation structure in 0-1 data

Heikki Mannila

Oct 03, 2011

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3256 Views

Invited Talk

Tutorials

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02:58:43

Mining complex dynamic data

Myra Spiliopoulou,

Grigoris Tsoumakas,

Arthur Zimek,

Irene Ntoutsi

Oct 03, 2011

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6021 Views

Tutorial
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02:56:48

Introduction to causal discovery: A Bayesian Networks approach

Ioannis Tsamardinos

Nov 29, 2011

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9063 Views

Tutorial
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03:06:48

Factorizing Gigantic Matrices

Kristian Kersting,

Christian Bauckhage

Nov 29, 2011

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4641 Views

Tutorial
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02:50:53

Mining Complex Entities from Heterogeneous Information Networks

Fabio Ciravegna,

Andrea Varga

Nov 29, 2011

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5223 Views

Tutorial
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03:08:15

Semantic Data Mining

Nada Lavrač,

Alexandros Kalousis,

Anže Vavpetič,

Agnieszka Ławrynowicz,

Jędrzej Potoniec,

Melanie Hilario

Nov 29, 2011

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9092 Views

Tutorial

10-years Award Ceremony

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23:05

Mining the Web for Meaning

Peter D. Turney

Oct 03, 2011

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4387 Views

Best Paper