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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Introduction
Opening of the ACAI 05 Summer School
Feb 25, 2007
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3267 Views
Tutorial
Fuzzy Logic
Feb 25, 2007
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262794 Views
Lectures
Statistical Methods
Feb 25, 2007
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10596 Views
Bayesian Methods
Feb 25, 2007
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8179 Views
Stochastic Search Methods
Feb 25, 2007
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10648 Views
Analysis of Time Series
Feb 25, 2007
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26894 Views
Rule Induction
Feb 25, 2007
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3880 Views
Support Vector and Kernel Methods
Feb 25, 2007
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18160 Views
Visualization
Feb 25, 2007
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5589 Views
Text mining
Feb 25, 2007
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11044 Views
Web mining
Feb 25, 2007
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9276 Views
Attribute estimation
Feb 25, 2007
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4451 Views
Handling noisy data
Feb 25, 2007
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6843 Views
Link analysis with pajek
Feb 25, 2007
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21158 Views
Evaluation Methodology
Feb 25, 2007
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3921 Views
Data Mining and Decision Support Integration
Feb 25, 2007
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8982 Views
Distributed Data Mining
Feb 25, 2007
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10837 Views
Relational Data Mining and ILP
Feb 25, 2007
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7275 Views
Student sessions
Feb 25, 2007
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3022 Views
Student sessions - The Ecolead Project
Feb 25, 2007
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3093 Views
Parallel session 4 - Hands-on section Data mining with R
Feb 25, 2007
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6310 Views