CSE3301/CSC3010 3rd year project
Semester 1, 2001
Probabilistic sports prediction using machine learning
Lecturer :
Dr. David Dowe,
School of
CS
SE,
Faculty of IT,
Monash University, Australia
This page is mainly up to date but maybe a little out of date. Stay tuned.
Please see here:
www.csse.monash.edu.au/~sid/admin/csc3000-project-topics2001-1.html#Dowe
instead.
Class List, 2001.
University's and Faculty's
policies on cheating.
Notes concerning CSE3301/CSC3010 project report
and
approximate
schedule.
Recommended reading
Probabilistic footy-tipping
competition:
http://www.csse.monash.edu.au/~footy:
tipper
rankings
and
computer
auto tippers.
Additional reading
D L Dowe, G E Farr, A J Hurst and K L Lentin, "Information-theoretic football
tipping", Technical Report #96/297, Dept Computer Science, Monash University,
Melbourne, 11pp, 1996.
Possible additional reading
D L Dowe and N Krusel: A decision tree model of bushfire activity,
(Technical report 93/190) Dept Computer Science, Monash University,
Melbourne, 7pp, 1993.
Student WWW sites
Ryan Baird
and
Laurie Brown's
probabilistic NRL
tipping page.
Paul Ewert's
NRL WWW site.
Jason Gray's
Mountain
Bike World Cup WWW site.
Roland Huber
and Andrew Choo's
Formula 1 WWW site.
Hui
Wing Chit (Sam)'s
NBA
project.
Leo Keith's
probabilistic
tipping competition for Italian soccer.
Terry Lam's
NBA Probabilistic
Tipping site.
Meeting times and venues
Wednesdays 1:00 - 2:00pm; and
venues
(CAREFUL, please note that the
venue
is liable to change).
Consultation times and venue for discussion, etc.
Monday 5:00 - 6:00pm;
Clayton Bldg 26 (CS), Room 103 or Room 102.
CSE3301/CSC3010 3rd year project topics
CSE3301/CSC3010
3rd year project
topics,
and
Dr David Dowe's
Probabilistic
sports prediction using machine learning.
Monash Library
Monash
Library
and
catalogue.
Honours links
Honours information,
1999 projects
and
some of my Hons. projects.
More on
Kullback-Leibler distance,
probabilistic footy-tipping
and
probabilistic prediction.
Postgraduate study - some options
Postgraduate Course Information.
Calendar of Minimum Message Length (MML) research meetings.
Other links of possible interest
Probabilistic prediction
and
Kullback-Leibler
distance
(in football).
(pseudo-)random
number generation software in Fortran :
uniform (for multinomial),
Gaussian (Normal),
von Mises
(circular) and
Poisson.
TheHungerSite,
TheRainforestSite
and
"do-goody"/"improving the world".