Special Topics in
Databases
Introduced by:
Dr.Rahgozar
Mostafa Keikha
Department of ECE
Summer 2006
Our
Total project in this semester includes following parts:
This technical report covers
the following major areas:
¨ Data Mining Algorithms
¨
Data
prediction
o Classification
o Regression
o Time series
¨
Data
description
o Clustering
o Link analysis
¨
Neural
Networks
¨
Decision
Trees
This technical report,
discusses about P2P search methods, and Query routing in this networks.
¨
Centralized
methods
¨
Distributed
methods
¨
Feerware
Experiments and results
¨
comparisons
This report is about how
we’ve implemented our project and its goal and methodology.
This project describes XML-IR methods and
performance measurements in this methods.
This
report is about technical aspects of our project and user manual for running
project.
Presentation Slides:
Referenced Papers:
Data Mining
Two Crows Corporation,Introduction to Data Mining and Knowledge Discovery,1999
David Hand, Heikki Mannila ,
Padhraic Smyth. Principles of Data Mining. The MIT Press . 2001.
J.Han, and M.Kamber, "Data Mining: Concepts and
Techniques",
Usama Fayyad, Gregory Piatetsky-Shapiro, and
Padhraic Smyth.From Data Mining to Knowledge Discovery in Databases.1996
P2P-IR
D. Zeinalipour, V.Kalogeraki,
D.Gunopulos ,Information Retrieval in
Peer-to-Peer Networks ,
D. Zeinalipour, V.Kalogeraki, D.Gunopulos ,A Local Search Mechanism for PeertoPeer Networks
, University of
K.Aberer, F.Klemm, M.Rajman, J.Wu , An Architecture for Peer-to-Peer
Information Retrieval , EPFL ,
2004