How to sort incidence matrix by the number of ones in two dimensions?












2












$begingroup$


I have a set of "machines", each "machine" is described by a set of "tags". Not all tags present in all machines.



How to find largest subset of tags and largest subset of machines, where each tag is present in each machine?



I drew an incidence matrix like this:



enter image description here



now I want to sort its rows and cols to maximize area of "black" elements, something like this



enter image description here



(it is not guaranteed that the picture is well done)



How to do this?





I am trying to implement maximal biclique enumeration algorith from the paper and getting bicliques like this



enter image description here



Is it maximal in the sense? I.e. it is impossible to add one node and remain biclique?



Or it is erroneous output?





Code is here: https://github.com/dims12/iMBEA










share|cite|improve this question











$endgroup$








  • 2




    $begingroup$
    This problem (if I've understood it correctly) is equivalent to finding the maximum biclique of a bipartite graph. After some searching, I found this post on SO that you may find useful.
    $endgroup$
    – Omnomnomnom
    Dec 22 '18 at 11:19












  • $begingroup$
    @Omnomnomnom We can improve on Bron-Kerbosch considerably for cliques if we don't have to list all maximal cliques as in that post, and probably the same thing can be done for bicliques.
    $endgroup$
    – Misha Lavrov
    Dec 22 '18 at 16:13
















2












$begingroup$


I have a set of "machines", each "machine" is described by a set of "tags". Not all tags present in all machines.



How to find largest subset of tags and largest subset of machines, where each tag is present in each machine?



I drew an incidence matrix like this:



enter image description here



now I want to sort its rows and cols to maximize area of "black" elements, something like this



enter image description here



(it is not guaranteed that the picture is well done)



How to do this?





I am trying to implement maximal biclique enumeration algorith from the paper and getting bicliques like this



enter image description here



Is it maximal in the sense? I.e. it is impossible to add one node and remain biclique?



Or it is erroneous output?





Code is here: https://github.com/dims12/iMBEA










share|cite|improve this question











$endgroup$








  • 2




    $begingroup$
    This problem (if I've understood it correctly) is equivalent to finding the maximum biclique of a bipartite graph. After some searching, I found this post on SO that you may find useful.
    $endgroup$
    – Omnomnomnom
    Dec 22 '18 at 11:19












  • $begingroup$
    @Omnomnomnom We can improve on Bron-Kerbosch considerably for cliques if we don't have to list all maximal cliques as in that post, and probably the same thing can be done for bicliques.
    $endgroup$
    – Misha Lavrov
    Dec 22 '18 at 16:13














2












2








2





$begingroup$


I have a set of "machines", each "machine" is described by a set of "tags". Not all tags present in all machines.



How to find largest subset of tags and largest subset of machines, where each tag is present in each machine?



I drew an incidence matrix like this:



enter image description here



now I want to sort its rows and cols to maximize area of "black" elements, something like this



enter image description here



(it is not guaranteed that the picture is well done)



How to do this?





I am trying to implement maximal biclique enumeration algorith from the paper and getting bicliques like this



enter image description here



Is it maximal in the sense? I.e. it is impossible to add one node and remain biclique?



Or it is erroneous output?





Code is here: https://github.com/dims12/iMBEA










share|cite|improve this question











$endgroup$




I have a set of "machines", each "machine" is described by a set of "tags". Not all tags present in all machines.



How to find largest subset of tags and largest subset of machines, where each tag is present in each machine?



I drew an incidence matrix like this:



enter image description here



now I want to sort its rows and cols to maximize area of "black" elements, something like this



enter image description here



(it is not guaranteed that the picture is well done)



How to do this?





I am trying to implement maximal biclique enumeration algorith from the paper and getting bicliques like this



enter image description here



Is it maximal in the sense? I.e. it is impossible to add one node and remain biclique?



Or it is erroneous output?





Code is here: https://github.com/dims12/iMBEA







matrices graph-theory algorithms sorting






share|cite|improve this question















share|cite|improve this question













share|cite|improve this question




share|cite|improve this question








edited Dec 24 '18 at 21:54







Dims

















asked Dec 22 '18 at 11:05









DimsDims

4271516




4271516








  • 2




    $begingroup$
    This problem (if I've understood it correctly) is equivalent to finding the maximum biclique of a bipartite graph. After some searching, I found this post on SO that you may find useful.
    $endgroup$
    – Omnomnomnom
    Dec 22 '18 at 11:19












  • $begingroup$
    @Omnomnomnom We can improve on Bron-Kerbosch considerably for cliques if we don't have to list all maximal cliques as in that post, and probably the same thing can be done for bicliques.
    $endgroup$
    – Misha Lavrov
    Dec 22 '18 at 16:13














  • 2




    $begingroup$
    This problem (if I've understood it correctly) is equivalent to finding the maximum biclique of a bipartite graph. After some searching, I found this post on SO that you may find useful.
    $endgroup$
    – Omnomnomnom
    Dec 22 '18 at 11:19












  • $begingroup$
    @Omnomnomnom We can improve on Bron-Kerbosch considerably for cliques if we don't have to list all maximal cliques as in that post, and probably the same thing can be done for bicliques.
    $endgroup$
    – Misha Lavrov
    Dec 22 '18 at 16:13








2




2




$begingroup$
This problem (if I've understood it correctly) is equivalent to finding the maximum biclique of a bipartite graph. After some searching, I found this post on SO that you may find useful.
$endgroup$
– Omnomnomnom
Dec 22 '18 at 11:19






$begingroup$
This problem (if I've understood it correctly) is equivalent to finding the maximum biclique of a bipartite graph. After some searching, I found this post on SO that you may find useful.
$endgroup$
– Omnomnomnom
Dec 22 '18 at 11:19














$begingroup$
@Omnomnomnom We can improve on Bron-Kerbosch considerably for cliques if we don't have to list all maximal cliques as in that post, and probably the same thing can be done for bicliques.
$endgroup$
– Misha Lavrov
Dec 22 '18 at 16:13




$begingroup$
@Omnomnomnom We can improve on Bron-Kerbosch considerably for cliques if we don't have to list all maximal cliques as in that post, and probably the same thing can be done for bicliques.
$endgroup$
– Misha Lavrov
Dec 22 '18 at 16:13










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