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).