Business Information Systems & Operations Research

Multivariate and Nonlinear Models

Prof. Dr. Oliver Wendt

Dr. Hagen Salewski

 

 

WT 2019/20

WIW-KM-MNM-V-6

Room: 42/421a

Time: Thursday, 11:45 am - 01:15 pm

 

Start: October 31st 2019



Analysis and Learning of (non)linear Relations from Data.

Multivariate Nonlinear Models:

  • Data Analysis and Graphical Presentation
  • Artificial Neural Networks
  • Kernel-based Estimators and Support Vector Machines

The lecture provides an overview of problems and state-of-the-art techniques of generalizing models from (small or large) data sets with known or unknown hypotheses regarding the underlying functional dependencies. Data sets from various application domains are analyzed and appropriate software tools introduced.


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