CSC7442 Class
website
Data Mining and Knowledge Discovery
Class Schedule: Monday and Wednesday
3:30pm to 4:50pm, 1110 Patrick Taylor Hall
Instructor: Dr. Jianhua Chen
Contact
info: E-mail: jianhua@csc.lsu.edu
Tel:
225-578-4340
Office:
3122-C Patrick Taylor Hall
Office Hours:
M, T, TH 2:00 pm to 3:00 pm
Other times:
By appointment
Grader: Mr. Sudip Biswas
Office: Room 3116, Patrick Taylor Hall
Office
Hours:
Tuesday 11am to 1pm
Tel:
Email: sbiswa7@tigers.lsu.edu
More info.
about the course: class
announcement and the
syllabus guidelines
for group projects
Text Book: Introduction to Data
Mining by Tan, Steinbach and Kumar
web
site of the text book
Homework Assignments
Homework1
Please note that the
due date for homework 1 is postponed to Wednesday 9-19-2012
Homework2
Please note that the training data set for Q.1 in
homework 2 has been revised slightly
Reminder
Final Exam: Thursday December 6, 2012 from 12:30
pm to 2:30 pm
Quiz Dates: September 26, 2012 and October 31, 2012
Other links
some interesting
papers on association rule mining: survey
paper on subtree mining sequential
rule mining
original
paper on association rule mining paper on tree
mining paper on dbscan -
density based clustering link to
lecture notes on SVM by Dr. Andrew Ng at Stanford
link to
modified slides for Chapter 5
link to the
chameleon clustering paper
link to the
adaboost paper link to the
paper on madaboost link to the paper
on bagging link to the
random forest paper fp-tree
tree
projection paper
fuzzy clustering
link to presentation on text-mining
link to ICML10
proceedings
link to ICML11
proceedings
link to ICML12 proceedings
link to ICDM conference
website
Group
Presentations:
Group
1 Members
Topic: Predicting Automobile Gas Consumption (MPG) with
DT and SVM
Group
2 Members
Topic: Learning to Predict Game Winners for the Game of
Arimaa slides
Group
3 Members
Topic: Mining disease symptoms
from medicine articles
Group
4 Members
Topic: Rule Learning for Sleep-stage classification
using 2-channel EEG and EOG Data slides
Group
5 Members
Topic: A PCA-based Large-scale
Face Recognition Using the MapReduce Framework
Group 6 Members
Topic: Text Mining
Group 7 Members
Topic: Mining Wine Quality with
Physico-chemical Variables