0. N-way Course

N-way Course


This tutorial provides an introduction to multi-way analysis using MATLAB and the N-way Toolbox

The tutorial covers the three main multi-way models:
PARAFAC, Tucker, and N-PLS.

The material in the course and the N-way Toolbox is Free

Download & off-line use 

The N-way toolbox is compatible with MATLAB 5.x and higher, but an older version is available for MATLAB 4.2

Download
Uncompress the toolbox and be sure the path is included in your MATLAB path.

Remember to download the data sets as well, since they are used throughout this course.

Contents

1. Handling multi-way data in MATLAB

2. Basic PARAFAC modeling

3. Advanced PARAFAC modeling

4. Multi-way calibration

5. Advanced multi-way calibration

6. More on preprocessing

7. On missing values

8. Tucker introduction

9. Feature of the Tucker model

10. Tucker application

Next

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