Data Processing and Computational Intelligence Lectures

I have four years of experience teaching data processing and computational intelligence in the Department of Information Science at the University of Otago, New Zealand. Below are links to some of the lectures I presented for those courses.

Data Processing Course Lectures

These lectures were presented to the course INFO 233, Data Processing (now Information Structure and Networks). Lectures are available as HTML, Open Office Impress (ODP) presentations, Power Point presentations, or as PDF (six slides per page).

Introduction to Data Processing ODP PDF PPT
Qualitative and quantitative data ODP PDF PPT
Macromolecular and Physical Data ODP PDF PPT
Image and Sound Data ODP PDF PPT
Data Structures ODP PDF PPT
Metadata ODP PDF PPT
Probability ODP PDF PPT
Information Theory ODP PDF PPT
Measurement Theory ODP PDF PPT
Data Compression ODP PDF PPT
Computer Theory ODP PDF PPT
Formal Language Theory ODP PDF PPT
Statistical Methods ODP PDF PPT
Feature Selection and Extraction ODP PDF PPT
Data Clustering ODP PDF PPT
Simple and Linear Transformations ODP PDF PPT
Non-Linear Transformation ODP PDF PPT
Fourier and Wavelet Transformations ODP PDF PPT

Download all lectures in all formats: DP.zip (5.78 MB).

Computational Intelligence Lectures

These lectures were presented to the course INFO 331, Intelligent Information Systems. Lectures are available as HTML, Open Office Impress (ODP) presentations, Power Point presentations, or as PDF (six slides per page).

Introduction to AI ODP PDF PPT
Data statistics and transformation revision ODP PDF PPT
Rule Based Systems ODP PDF PPT
Fuzzy Sets and Fuzzification ODP PDF PPT
Fuzzy Inference and Defuzzification ODP PDF PPT
Fuzzy Systems ODP PDF PPT
Applications of fuzzy systems ODP PDF PPT
Biological and Artificial Neurons ODP PDF PPT
Perceptrons ODP PDF PPT
Multi-Layer Perceptrons ODP PDF PPT
Backpropagation Training ODP PDF PPT
Kohonen Self Organising Maps ODP PDF PPT
Applying Neural Networks ODP PDF PPT
Evolution ODP PDF PPT
Genetic Algorithms ODP PDF PPT
Evolution Strategies, Evolutionary Programming, Genetic Programming ODP PDF PPT
Applications of Evolutionary Algorithms ODP PDF PPT
EA, neural networks and fuzzy systems ODP PDF PPT
IIS for Speech Processing ODP PDF PPT
Intelligent Systems for Bioinformatics ODP PDF PPT
IIS for Image Processing ODP PDF PPT
Revision ODP PDF PPT

Download all lectures in all formats: IIS.zip (16.7 MB).

 

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Maintained by Dr Michael J. Watts (mike.watts.net.nz).