In Progress

Java Project to implement Data Mining Concept (Perturbation)

Data Perturbation is a technique where noise is added to data to make it impossible to derive accurately the values of sensitive/confidential data.

The additive noise still permits the aggregate information to be read, about the overall collection of data, but does not give away accurate values.

The noise is a small randomly generated (or using certain algorithms), and added to the data.

Hence, by this method we protect individual info and releases aggregate info at same time.

Algorithm:

1. Consider a data base D with n tuples t = {t1, t2....tn}.

Each tuples contains Set of attribute A = {A1, A2.....Am} A € ti.

2. Find the sensitive attribute SAR for all SAR € Ai € A (i=1,2...m).

3. Calculate Average for all SAR (i).

4. Do

Initialize the value i = (1, 2....n).

Check if (Average ≥ SAR (i.) to count the all values C1. Calculate M1 = (2*Average)/C1

Replace SAR (i). With M1.

Check if (Average ≤ SAR (i.) to count the all values C2. Calculate M2 = (2*Average)/C2

Replace SAR (i). With M2.

Increment the value of i.

5. While (i ≥ n) 6. End.

Skills: Data Mining, Java, MySQL

See more: data mining project java, java project data mining, implement data mining java project, project data mining java, implement java data mining project, java data mining project, perturbation java, perturbation data mining, where to find java, find mining, data and algorithms, data algorithms, data algorithm, all about algorithms, algorithms data, algorithm data, aggregate java, tn, sar, m1, java algorithm, derive, data mining using, c1, algorithm java

About the Employer:
( 0 reviews ) Vellore, India

Project ID: #4465206

Awarded to:

Cubeheap3

We have understand your requirement based on that we have dedicated team to serve your project needs. We have accomplished such tasks in the past also though its a new venture for us on this platform so you wont be ab More

$55 USD in 3 days
(0 Reviews)
0.0

5 freelancers are bidding on average $60 for this job

eperfections

JAVA EXPERT ! Just one question, how to find the SAR ? Also, please send sample data.

$63 USD in 1 day
(314 Reviews)
7.2
msabouri

I can help you.

$89 USD in 2 days
(48 Reviews)
5.2
proauthor

Hi, Ready to start your work. Eagerly awaiting for your positive reply. Thanks, Shaik.

$34 USD in 3 days
(10 Reviews)
4.2
wbslivera

Hello, I can help you. thanks

$60 USD in 3 days
(15 Reviews)
3.8