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).