CSC7333 Class website - Machine Learning
Class time: Tuesday and Thursday from 12:10pm to 1:30pm
Classroom: 226 Tureaud Hall
Instructor: Dr. Jianhua Chen
Contact
info: E-mail: jianhua@csc.lsu.edu
Tel: 225-578-4340
Office: 282 Coates Hall
Office Hours:
T, TH 2:00pm to 3:30pm
Other times: By
appointment
Grader: Mr. Jia (Jacob) Cheng
Contact
info: E-mail: jacobch@cct.lsu.edu
Tel: 578-7658
Office: 233 Johnston Hall
Office Hours: Friday 1:30pm to 2:30pm
More info. about
the class: class
announcement guidelines
to group projects and individual term papers
Text Book: Machine Learning by Tom
Mitchell
web site of Tom Mitchell
Homework Assignments
homework1
homework2
homework3
homework4
Reminder
link to DT and feature
learning paper
link to Valiant's
paper on learnability
link to the random
key (GA) paper
link to a tutorial paper
on NN some
interesting applications of NN
Other links
lecture notes: What is ML
more on
introduction to ML
link to a
paper by Dr. Chen and colleagues on UUV control by NN and GA
link to a paper
on applying GA for playing checkers
link to a paper on
using GA for QAP
link to a
website containing intersting applications of GA
the iterated
prisoners dilemma game the checkers
game
the traveling sales man problem
the vehicle routing
problem
the
quadratic assignment problem
link
to Sutton and Barto's book on reinforcement learning
TD-gammon
link to
ICML 08 proceedings papers
link to ICML 07 proceedings
link
to ICML06 proceedings
link
to ICML05 proceedings
link
to ICML04 proceedings
link
to ICML03 proceedings
Group
Presentations:
Group
1:
members
topic: Vehicle Licence Plate Recognition
Group
2: members
topic: Vehicle Licence Plate Recognition by Neural
Networks
Group
3: members
topic: Analysis of Various Subspace Clustering Methods
Group 4: members
topic: Learning Game-Playing Heuristics
Group 5: members
topic: Performance comparison of various feedforward
neural network structures
Group 6: members
topic: Applying GA for game playing
Individual Term Paper Presentations:
Class Final Exam
(Presentations) Date/Time:
Saturday May 9, 2009, from
10:00am to 12noon
Presenters: Gbolahan Afonja
Sri Harsha Alturi
Vinay Amatya
Michael Avinash
Sameer Bhavanibatla
Swathi Bommineni
Kevin Cherry
San Tat Bich Chu
Duncan Williams
Khadija Elbedweihy
Sertan Kaya
Gopal R. Kondam
Di Lin
Joseph Smiles LNU
Kenneth Mcknight
Manish Patil
Swajan Pothemshetty
Chandreadeep Sama
Alfred Samman
Shobhit Shakya
Jyothi C. Sonti
Rajesh Vellore Singaravelu
Xinqi Wang
Joshua Wascom
Kyle Wall
Additional Presentations
- May 2, 2009 from 2pm to 4:30pm
Presenters: Robert J. Dibiano
Qing Huang
Claudia Leonardi
Harry Moore
Ashwat Ramani
Dilip Somavarapu
Bipin Thomas
Kun Yan
Written Term Paper Due
Date:
Saturday May 9, 2009, by 5pm.