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Submit Your Links
This page contains links to relevant websites for articles,
journals, software, and career information
for CS594/DMPP students. The instructor will add more links
as the course proceeds and students are welcome to submit
links containing content relevant to the course syllabus.
Web Links
Software:
ABC's of CGI
Brewing Java: A Tutorial
HTML Form Builder
HTML Design Guide
JCreator
Java Land at ORNL
Online JAVA API Specifications
Java Tutorial: Don't Fear the OOP!
Perl Language
PhP Scripts
SenseClusters
Respository in A Box
C4.5 Release8 (R. Quinlan)
Open Source Clustering Software (Cluster 3.0, Java
TreeView, PYCluster, Cluster for PERL, C Clustering Library)
Meetings & Organizations:
ACM SIGKDD
CRISP-DM
KD Nuggets
Knowledge Discovery
Central
Document Space Workshop
(Jan 23-26, 2006 at IPAM/UCLA)
Class Lectures/Discussions:
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BLOG (powered
by phpBB)
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Lecture Notes (PDF): Chapter 1,
Chapter 2,
Chapter 3,
Chapter 4,
Chapter 5,
Chapter 6,
Chapter 8,
Chapter 10
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Lecture Notes in Data Mining, M.W. Berry, M. Browne,(Eds.),
World Scientific Publishing, Singapore, 2006
(PDF):
Decision Trees by O.A.
Omitaomu,
Association Rules by G.
Mazeroff,
Clustering (Overview) by M.
Aldridge,
Clustering (Hierarchical Algorithms) by H.
Liu,
Clustering (Partitional Algorithms) by K.
Heinrich,
References
Lab Materials:
Course Project:
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Project Groups (as of 1-19-06);
Report outline;
Presentation outline
(as of 4-16-06)
- Presentations:
Group1,
Group2,
Group3,
Group4,
Group5,
Group6,
Group7,
Group8,
Group9,
Group10
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Project Objectives
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Cereal fields (268,459 purchases)
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Cookie fields (188,492 purchases)
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OJ fields (166,205 purchases)
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Yogurt fields (159,729 purchases)
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Consumer attitudes (33,557 surveyed but only 28,863 span purchases)
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Demographic attributes (per customer)
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