data mining new project and implimentation topics
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Joined: Jul 2010
02-07-2010, 08:03 PM

i need a project and implimentation on data mining,a new one bt simple to do in languages like java ,j2ee,php,asp etc.
i want its absract detailed.
triple s
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Joined: Apr 2010
05-07-2010, 10:35 AM

Active In SP

Posts: 3
Joined: Jul 2010
07-07-2010, 12:13 AM

i got a good topic on this while searching,but dont know much about that...
anyway the topic is"Integrating K-Means clustering With RDBMS" which is a research paper but very interesting and beneficial..
so please help by adding relevent information or links with this topic.
project report maker
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Posts: 119
Joined: Jul 2010
07-07-2010, 12:33 AM

read this


Integrating data mining algorithms with a relational DBMS is an important problem for database programmers. We introduce three SQL implementations of the popular K-means clustering algorithm to integrate it with a relational DBMS: 1) a straightforward translation of K-means computations into SQL, 2) an optimized version based on improved data organization, efficient indexing, sufficient statistics, and rewritten queries, and 3) an incremental version that uses the optimized version as a building block with fast convergence and automated reseeding. We experimentally show the proposed K-means implementations work correctly and can cluster large data sets. We identify which K-means computations are more critical for performance. The optimized and incremental K-means implementations exhibit linear scalability. We compare K-means implementations in SQL and C++ with respect to speed and scalability and we also study the time to export data sets outside of the DBMS. Experiments show that SQL overhead is significant for small data sets, but relatively low for large data sets, whereas export times become a bottleneck for C++

its ieee article so use this link to download the research article
Use Search at wisely To Get Information About Project Topic and Seminar ideas with report/source code along pdf and ppt presenaion
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Joined: Jul 2010
18-08-2010, 03:49 PM

one project and implimentation based on "integrating k means clustering withRDBMS" is
"noise removal in database"
Is this a good one to develop as a project and implimentation?
seminar paper
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Joined: Feb 2012
14-02-2012, 10:44 AM

to get information about the topic data mining full report ,ppt and related topic refer the link bellow


topicideashow-to-data-mining-in-the-applied-world-download-full-seminar and presentation-report

topicideashow-to-data-mining-project and implimentation-topics

topicideashow-to-data-mining-project and implimentation-idea-proposal




topicideashow-to-data-mining-project and implimentation-ideas?page=2


topicideashow-to-data-mining-applications-in-e-commerce-full-download-seminar and presentation-report-and-paper-present


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