run_structureDiscovery.m

 input_file = 'DATA/cliqueStarClique.out';
 unweighted_graph = input_file;
 output_model_greedy = 'DATA';
 output_model_top10 = 'DATA';

 addpath('STRUCTURE_DISCOVERY');

 orig = spconvert(load(input_file));
 orig(max(size(orig)),max(size(orig))) = 0;
 orig_sym = orig + orig';
 [i,j,k] = find(orig_sym);
 orig_sym(i(find(k==2)),j(find(k==2))) = 1;
 orig_sym_nodiag = orig_sym - diag(diag(orig_sym));
 
 disp('==== Running VoG for structure discovery ====')
 global model; 
 model = struct('code', {}, 'edges', {}, 'nodes1', {}, 'nodes2', {}, 'benefit', {}, 'benefit_notEnc', {});
 global model_idx;
 model_idx = 0;
 SlashBurnEncode( orig_sym_nodiag, 2, output_model_greedy, false, false, 3, unweighted_graph);

 quit