Source code for privacy data mining on classification

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Hi, i am currently working on privacy data mining using classification. I had read up on the decision trees and the naive bayes methods. i have to implement the two methods but i dont really know how to start. Can anyone provide me with some source code so i can kick start my project? Thanks
 : seancheng     Reply  

Replies (21)

please email me at :edda_most_wanted@yahoo.comthanks....


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KINGSLEY TAGBO

[quote user="seancheng"]1) What attributes and measurescan i use tocompare the two methods in the context of privacy preservation? Is it in turn of computational time? [/quote]I don't think that you will be measuring computation time. You will have to define 'privacy preservation' more clearly in your context.However, a neural network's processing is more of a black box and it is not easy to see how the INPUTS correlate to the OUTPUT, in terms of it's being a blackbox, the relationships between the INPUTS are hidden while a Decision Trees on the other hand by definition, produces a very clear visual map of how different attributes weigh and direct the final output. Decision Trees are very visual and the relationships between the attributes more OPEN. Is this a privacy concern?What are your Privacy Concerns or Guidelines?Thanks


Hi Sir,For the decision tree method, we assume there are two parties each owning confidential databases and wish to run a data mining algorithm in this case the decision tree on the union of their database without revealing unnecessary information. Right now i am just thinking of ways to sort of implement and compare two privacy preservation methods. Any suggestions on that?I had downloaded the VB version of the decision tree to see how the things are run. But i have some problem executing it. There is this part where i was prompt to select the data i am to connect to and a list of OLE DB providers was provided below. How do i connect it to the Testing_Database.mdb which came together in the decision tree zip file? Can you guide me on this? Thanks.Regards,Sean

: seancheng    Reply

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KINGSLEY TAGBO

What kind of error are you getting when connecting to the database.Do you have MDAC 2.6 installed?You have to select the right Ole DB Provider for Microsoft Access.What Ole DB Provider do you need for the Version of Ms Access that you are connecting to?Thanks


Hi Sir,I had managed to run the decision tree algorithm using VB. Do you have any ID3 algorithm currently on any platform? If possible, can you sent it to me? My email is seanchengluv@hotmail.comThanks and Regards,Sean

: seancheng    Reply

Hi,I need to do a data mining project using c#, and I am search fora hierarchical clustering algorithm.Please help me !!!!!!!! My email Hansi.Hansen1@gmx.netThanks!!!Sharpi0

: sharpi0    Reply

please if your have the sprint algorithm, i  need it for my project.

 

Thanks

: matany58    Reply

privacy preserving data mining algorithm using cryptography in javaThanks


Me too,AT this time, I also working on this field. I found several interesting papers, but non of them say quite clear how to start coding the algorithm. Does any one can help me?

: hoanguyen    Reply

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KINGSLEY TAGBO

[quote user="seancheng"]Hi, i am currently working on privacy data mining using classification. I had read up on the decision trees and the naive bayes methods.ihave to implement the two methods but i dont really know how to start.Can anyone provide me with some source code so i can kick start my project? Thanks[/quote]There are Visual Basic implementations of Naive Bayes and Decision Trees on this website.You can download and use it freely.Can you describe what you are trying to achieve with privacy data mining?Thanks


There's some algorithm on papers, to do with privacy using Secure SUm(Naive Bayes) and Multi party secure computation on ID3 Algorithm

: hoanguyen    Reply

hi..currently.i'm working with Classification technique..and right now i have to study on decision tree..in decision treeI choosed SPRINT and ID3 as my algorithm...I found already ID3 source code in C++...but for SPRINT I can't make it..and also source code for decision tree in C++...can anyone here help me in finding the source code ....asap...regards,ROZAIDA JAAFAR


Hi Sir,Thanks for replying.Currently i am suppose to implement two methods for privacy preserving in data mining using the classification method. I am suppose to find out their efficiency and comparison of the two different methods. For the time being, i dont have a idea how to go about starting the implementation of the codes. I haveselect the decision tree classifier paperwritten by wenliang Du and Zhan Zhijun as well as privacy preservation Naive Bayes Classifier by Jaideep Vaidya.These algorithms are the modified version of the original decision tree and Naives Bayes Classifier.My objective is to find out which method is better. I have some questions.1) What attributes and measurescan i use tocompare the two methods in the context of privacy preservation? Is it in turn of computational time? 2) If the two methods run on the same dataset, what sort of output should i get?Because this is in privacy preservation context, the results are not that important but the important thing for my case was to show how privacy preservation was achieved during the implementation. How do i show that privacy preservation was achieved?3)How do i show the presence of third parties in the case of secure multi parties for the implementation?Thanks for your time and help.Waiting to hear from you.Regards,Sean

: seancheng    Reply

i come from indonesia. i want to learn data mining.can u attachment me that file?thks.sorry my english very bad.

: rhiyo    Reply

please email me at :

byungdoheo@yahoo.co.kr

thanks....


me too, I need the source code about the privacy preserving data mining algorithm, best using c# or matlab,my email as follow

diqiang123@tom.com diqiang123@sina.com

thanks

: dqqyfdqqyf    Reply

Hello,I am working on a privacy preserving data mining.So i need source code for k-anonymity,l-diversity and t-closeness algorithms.please send me link or address for the same on jalpeshvasa@gmail.comthanks.

: jalpesh    Reply

hi i am shameem doing my project in privacy preserving data mining using geometric data perturbation.so kindly send me the source code for privacy preserving data mining in any technique used and in any language its codedmy mail id is shameemnzr92@gmail.comthanking you

: shameem    Reply

hello sir.. Im doing a project on privacy preservation using decision tree algorithm for unrealized data sets. I am going to implement it in visual studio using c# language. I am confused about the starting procedure so plz help me with it. My id is swath.muthu@gmail.com. thank you..!!!

: swathi    Reply

Hello Friends, I am confused regarding implementation of any privacy preservation data mining algorithm in c#,vb.net,asp.net so if anyone have implementation that are helpful to me for further more discussion then please mail me code on ddipesh@yahoo.com


How Can I Implement The Privacy Preserving Data Ming On Orange Data Mining Tool. Please Reply Me As Soon As Possible.. ?



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