how to find correlation between the row values of a matrix?

I have a matrix D, which consists of 5 rows and 5 columns. The elements of matrix are 1 or 0. I name each row as S1, S2, S3, S4 and S5. I want to find the correlation betwwen the row values of matrix. for example,

D=[1 1 0 0 1;1 0 0 0 0;1 1 1 1 0;0 0 0 1 0;0 1 1 1 1]
S1=[1 1 0 0 1]
S2=[1 0 0 0 0]
S3=[1 1 1 1 0]
S4=[0 0 0 1 0]
S5=[0 1 1 1 1]

first i want to find correlation between first two rows as, condition is if both rows are having 1 1 or 0 0 then we count otherwise we dont. So,

{S1,S2}=3 from the above example
{S1,S3}=2
{S1,S4}=1
{S1,S5}=2
{S2,S3}=2 \\we wont calculate for {S2,S1} as {S1,S2} is already done
{S2,S4}=3
{S2.S5}=0
{S3,S4}=2
{S3,S5}=3
{S4,S5}=2

please help in doing the coding how shall i make the pairs, it will be a great help, please eagerly waiting for your response.

Answer 1

[Azzi Abdelmalek]

D=[1 1 0 0 1;1 0 0 0 0;1 1 1 1 0;0 0 0 1 0;0 1 1 1 1]
for k=1:size(D,1)-1
      res{k}=sum(bsxfun(@eq,D(k+1:end,:),D(k,:)),2)
end
celldisp(res)

[suchismita]

thank you so much

[suchismita]

sir, if i want to compare three rows then what shall i do???

[Stephen23]

The OP posted a new question here:

http://de.mathworks.com/matlabcentral/answers/195773-how-to-compare-three-rows-of-a-matrix-and-find-correlation

[suchismita]

yes sir....

if i want to find correlation between for example

{S1,S2,S3} {S1,S2,S4} {S1,S2,S5} {S2,S3,S4} {S2,S3,S5} {S3,S4,S5}

its like i am making subsets of a matrix... i am trying with the above code but not able to implement