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Weekly Project Dashboard: Project Name: QE2

Weekly Project Dashboard: Project Name: QE2 Name: Qinyun Zhu Date: 8/16/2012. R. Key Accomplishments for this Reporting Period Read Papers

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Weekly Project Dashboard: Project Name: QE2

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  1. Weekly Project Dashboard: Project Name: QE2 Name: Qinyun Zhu Date: 8/16/2012 R Key Accomplishments for this Reporting Period Read Papers Bhaduri et al, 2008, Distributed Decision-Tree Induction in Peer-to-Peer 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 Plans for Next Reporting Period 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 Check Points & Milestones Status Start Fcst.End Seek Topic of QE2 Yellow 6/9/2012 Implementation & Experiment Red 8/1/2012 Document & Presentation Prepare Red 8/1/2012 QE2 Red 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?

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