Advanced Course on AI (ACAI), Ljubljana 2005

Advanced Course on AI (ACAI), Ljubljana 2005

21 Lectures · Jun 26, 2005

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ACAI05 Summer School and 1st SEKT Summer School - Intelligent data analysis: Fundamental concepts, Statistics, Statistical methods, Neural Networks, Fuzzy Logic, Time series, Bayesian Networks, Visualization tools, Rule Induction, Evolutionary systems, Kernel Methods…

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Uploaded videos:

Introduction

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31:54

Opening of the ACAI 05 Summer School

Nada Lavrač

Feb 25, 2007

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3269 Views

Introduction

Tutorial

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01:43:02

Fuzzy Logic

Michael Berthold

Feb 25, 2007

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262837 Views

Tutorial

Lectures

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02:52:44

Statistical Methods

Paul Taylor

Feb 25, 2007

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10601 Views

Tutorial
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01:33:41

Bayesian Methods

Christian Borgelt

Feb 25, 2007

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8183 Views

Lecture
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01:54:41

Stochastic Search Methods

Bogdan Filipič

Feb 25, 2007

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10652 Views

Lecture
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01:32:51

Analysis of Time Series

Riccardo Bellazzi

Feb 25, 2007

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26900 Views

Lecture
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01:39:17

Rule Induction

Nada Lavrač

Feb 25, 2007

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3883 Views

Lecture
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01:27:43

Support Vector and Kernel Methods

John Shawe-Taylor

Feb 25, 2007

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18169 Views

Lecture
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01:21:12

Visualization

Blaž Zupan

Feb 25, 2007

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5594 Views

Lecture
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01:05:19

Text mining

Marko Grobelnik

Feb 25, 2007

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11049 Views

Lecture
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48:19

Web mining

Dunja Mladenić

Feb 25, 2007

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9280 Views

Lecture
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01:15:52

Attribute estimation

Igor Kononenko

Feb 25, 2007

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4453 Views

Lecture
52:44

Handling noisy data

Ivan Bratko

Feb 25, 2007

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6843 Views

Lecture
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01:28:50

Link analysis with pajek

Nataša Kejžar

Feb 25, 2007

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21168 Views

Lecture
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01:37:45

Evaluation Methodology

Ljupčo Todorovski

Feb 25, 2007

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3926 Views

Lecture
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01:31:39

Data Mining and Decision Support Integration

Marko Bohanec

Feb 25, 2007

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8987 Views

Lecture
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57:43

Distributed Data Mining

Giuseppe di Fatta

Feb 25, 2007

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10838 Views

Lecture
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01:32:47

Relational Data Mining and ILP

Sašo Džeroski

Feb 25, 2007

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7278 Views

Lecture
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01:18:40

Student sessions

Feb 25, 2007

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3024 Views

Lecture
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35:47

Student sessions - The Ecolead Project

Peter Ljubič

Feb 25, 2007

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3095 Views

Lecture
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03:10:21

Parallel session 4 - Hands-on section Data mining with R

Luis Torgo

Feb 25, 2007

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6319 Views

Lecture