CSC7333 Class website - Machine Learning
Class time: Tuesday and Thursday from 12:10pm to 1:30pm
Classroom: 200 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 1:40pm to 3:30pm
Other times: By
appointment
Grader: No TA for this class
More info. about
the class: class
announcement
Text Book: Machine Learning by Tom
Mitchell
web site of Tom Mitchell
Homework Assignments
Homework3
NOTE: The due date of homeowrk3 has been extended to Thursday May
1, 2008
Reminder
QUIZ 1
to be conducted on Tuesday March 11, 2008
QUIZ 2
to be conducted on Tuesday April 15, 2008
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
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 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: Robot Cub
Group
2: members
topic: Adaptive mapping using floodfill
algorithm link
to the website
Group
3: members
topic: Learning for Efficient Retrieval of Structured
Data
link to paper
Group 4: members
topic: Unsupervised Estimation for Noisy Chanel
Model link
to paper
Individual Term Paper Presentations:
Class Final Exam
(Presentations) Date/Time:
Saturday May 10, 2008, from
7:30am to 11:30am.
Presenters:
Junaid
ahmed
Topic: Learning to Solve game
Trees link to paper
Ram Sri Harsha
Bhagawaty
Topic: Evolving Strategies for
Focused Web Crawling link
to paper
Jia
Cheng
Topic: Speech Recognition using Dynamic Bayesian Networks link to paper
Sai Sunil
Devaiahgari
Topic: Learning to Compress Images and
Videos
link to paper
Richard D Guidry
Jr
Topic: Natural Language Processing
Kexi
Liu
Topic: Application of
Genetic Algorithms to Texture Analysis link to paper
Raqueeb Alam
Mohammed
Topic: Neighbourhood Component
analysis
link to paper
Jagadish Kumar Mohan
Kumar
Topic: Beyond pageRank: Machine Learning for static Page Ranking link
to paper
Sreekanth
Pothanis
Topic: Learning to predict actions in a two-player game
Chindu C.
Rajan
Topic: Swarm Intelligence for Machine
Learning link to paper
Shree R.
Rajendran
Topic: Network
Intrusion Detection using GA
Cesar A.
Rincon
Topic: Detection of Major
Disturbances and Optimization of Transmission Line Protective Relay
using NN
paper1
paper2 paper3 presentation slides
Rajiv
Soundararajan
Topic: Evolable
Hardware
Archana
Vallabhaneni
Topic:
ECG beat classification using neuro-fuzzy
network link to paper
Zhifeng
Yun
Topic: Principal Component
Analysis and Neural Network Based Face Recognition link to paper
Additional Presentations
Thursday
May 1, 2008 (in-class)
Presenters:
Monika
Gadre
Topic: Using Genetic Algorithms for Cryptanalysis/code
breaking link
to paper
Neelavardhan Mallepally
Topic: Generalized Low-Rank Approximation of Matrix link to paper
Bharat
Narahari
Topic: Self Reconfigurable Modular Robot link to
paper
link to website youtube video
Sean
O'Connell
Topic: Implementations of Neural Networks on GPU (graphics
hardwares) link to presentation
Jerry
Weltman
Topic: Proposal for a Case-Based Reasoning Framework to Collect
Common-Sense
Written Term Paper Due
Date:
Saturday May 10, 2008, by 5pm.