Download Weekly Project Dashboard - dr-oh

Weekly Project Dashboard:
Project Name: QE2
Name: Qinyun Zhu
Date: 8/16/2012
Plans for Next Reporting Period
Key Accomplishments for this Reporting Period
Read Papers
Bhaduri et al, 2008, Distributed Decision-Tree Induction in Peer-toPeer Systems. Statistical Analysis and Data Mining, 1, 85-103
Ran Wolff and Assaf Schuster, Associate Rule Mining in Peer-to-Peer
System, IEEE Transactions on Systems, Man and Cybernetics- Part B, Vol 34,
No. 6, Dec 2004
Book Chapters
MapReduce and Its Application to Massively Parallel Learning of
Decision Tree Ensembles, Chapter 2 of Scaling Up Machine Learning
Check Points & Milestones
Status
Start
Seek Topic of QE2
Implementation & Experiment
Document & Presentation Prepare
QE2
Yellow
Red
Red
Red
6/9/2012
8/1/2012
8/1/2012
R
Read paper "Distributed Classification in Peer-to-peer networks"
Continue reading the book "Scaling Up Machine Learning"
Read and understand algorithms in Neuroph and do experiment on
it
Fcst.End
Fall 2012
Plans Beyond Next Reporting Period
SU:
 Find a topic of QE2
 A lot of Reading
Research Issues
Understanding of the "P2P Misclassification Minimization algorithm"
- How does the algorithm find the pivot among the split attributes? How
does the heuristic work?