School of ITMurdoch University

 

ICT619 Intelligent Systems
Semester 2, 2007


ICT619 Intelligent Systems Unit Information

 


Unit Coordinator and Lecturer


Dr Graham Mann


 

 

Textbook

Negnevitsky, M. Artificial Intelligence: A Guide to Intelligent Systems. 2nd Edition.

 

Missed out getting one from the bookshop? Try ordering from Amazon.com


Notice Board

(Please read this notice board regularly for the latest news.)
(Click on "Refresh" or "Reload" to read the latest notices)

28-9-07.  Since we didn’t really get a chance to have a look at the second ANN lecture (Topic 4B) in last night’s class, I’ll ask you to have a look at it during the break.

27-9-07.  I’ve received project proposals from most of you already and replied - if not, I will see you today. Most of the projects looks feasible, but in a few cases I needed to see more detail on exactly what the problem was, where the knowledge was going to come from and what method and tool was going to be used.

13-9-07.  If you haven’t already, please get your one-page project proposal to me as soon as possible.

13-9-07.  Please note that there will be no class on 20th September (next week). However, we will still cover all the material on Neural Networks.

30-8-07.  I hope you are actively thinking about your project. The are only 11 more weeks in the semester (counting the non-teaching weeks) and that is a not much time for any kind of software project, let alone an AI project. So think hard about what problem you will tackle and which technology you will apply to do it. And let me see a one-page statement by Week 6 at the latest. It would be a good idea to give it to me before that if you are able. You don’t need to stick to technologies we have discussed so far - you can look ahead and study neural networks, genetic algorithms or data mining methods as well.

8-8-07. Hi there! I hope you enjoy studying artificial intelligence through its applications in business. The lecture slides and labs will be posted as we go along to allow for last minute touches, but they will usually be finished by the time each lecture is run. Please be patient if some software or document is not available (but phone or email me if you spot some problem). To get ready for the unit make sure you have the textbook.


 

Lecture Schedule

Time

Location

Lecturer

Thursdays 4:30-7:30

LB 4.008

Graham Mann

 

(These notes could change as we go through the
semester, so download them as late as you can.)
 

2nd Semester Week

Week beginning

       Title

 Assignments

Due Date

Week 1

9 August

Topic 1. Introduction to Intelligent Systems

 

 

Week 2

16 August

Topic 2. Rule-Based Systems

 

 

Week 3

23 August

Topic 2. Rule-Based Systems (con’t)

 

 

Week 4

30 August

Topic 3. Fuzzy Systems

 

 

 

6 September

   Non-teaching week

 

 

Week 5

13 September

Topic 3. Fuzzy Systems (con’t)

 

 

Week 6

20 September

Topic 4. Neural Computing

 

 

Week 7

27 September

Topic 4. Neural Computing (con’t)

 

 

 

4 October

   Non-teaching week

 

 

Week 8

11 October

Topic 5. Genetic Algorithms

 

 

Week 9

18 October

Topic 6. Data Mining

 

 

Week10

25 October

Topic 7. Case-Based Reasoning

 

 

Week11

1 Novemberber

Topic 8. Intelligent Software Agents

 

 

Week12

8 November

Topic 9. Lanaguage Technology; Review

     Project

9 November 2007


Project

 Project Due 9th November, 2006

Cover Sheet (Off-campus)

Cover Sheet (On-campus)


Download Software

 

 

e2gLite Expert System Shell and Demo Files

FLOPS Fuzzy Logic Program

 

 

JavaNNS for Windows

Travelling Salesperson Problem Genetic Algorithm Demonstrator

 

CASPIAN CBR System

Conversive Inc. Verbot 4.0

 

 

 

 

 

 

 


 

Links

 

History of Artificial Intelligence

Rule-Based Systems

Knowledge Representation

CYC project

Neural Networks

More about Neural Networks

NNs and Linear Separability

 

 

Fuzzy Logic

Huge Bunch of Links about Evolutionary Computing

Genetic Algorithms

More on GAs

CBR in Context: The Present and Future

Use of CASPIAN software to calculate parameters in a
die-casting machine.

 

   

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