BIS3226 - AI Techniques in Information Management
Here you can download:
Module
handbook
Coursework
part 1
Coursework
part 2
BrainCel
tutorial
Below are the lecture slides and exercises for the module.
Lectures:
Suppliment:
Exercises:
Solutions:
Introduction to AI
Sets and Correspondences
Exercises 1
Solutions 1
Choice and Optimisation
Elements of Order Theory
Exercises 2
Solutions 2
Logic and Rule-Based Reasoning
Exercises 3
Solutions 3
Search
Exercises 4
Solutions 4
Knowledge Representation
Exercises 5
Solutions 5
Uncertainty and Information
Exercises 6
Solutions 6
Expectation and Correlation
Exercises 7
Solutions 7
Game Theory
Exercises 8
Solutions 8
Linear Models
Exercises 9
Solutions 9
Multilinear Regression
Exercises 10
Solutions 10
Feed-Forward Neural Networks
Exercises 11
Solutions 11
Clustering
Exercises 12
Solutions 12
Self-Organising maps
Exercises 13
Solutions 13
Case-Based Reasoning
Exercises 14
Solutions 14
Genetic Algorithms
Exercises 15
Solutions 15