gSpan 频繁子图挖掘算法的实现
gSpan 是一种高效的频繁子图挖掘算法,
/*
* gSpan algorithm implemented by coolypf
* http://blog.csdn.net/coolypf
*/
#define _CRT_SECURE_NO_WARNINGS 1
#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <assert.h>
#include <time.h>
#include <vector>
#include <map>
#include <set>
using namespace std;
const int LABEL_MAX = 100;
int min_support;
int nr_graph;
struct Graph
{
vector<int> node_label;
vector<int> *edge_next, *edge_label;
vector<int> gs;
void removeEdge(int x, int a, int y)
{
for (size_t i = 0; i < node_label.size(); ++i)
{
int t;
if (node_label[i] == x)
t = y;
else if (node_label[i] == y)
t = x;
else
continue;
for (size_t j = 0; j < edge_next[i].size(); ++j)
{
if (edge_label[i][j] == a && node_label[edge_next[i][j]] == t)
{
/* remove edge */
edge_label[i][j] = edge_label[i].back();
edge_label[i].pop_back();
edge_next[i][j] = edge_next[i].back();
edge_next[i].pop_back();
j--;
}
}
}
}
bool hasEdge(int x, int a, int y)
{
for (size_t i = 0; i < node_label.size(); ++i)
{
int t;
if (node_label[i] == x)
t = y;
else if (node_label[i] == y)
t = x;
else
continue;
for (size_t j = 0; j < edge_next[i].size(); ++j)
if (edge_label[i][j] == a && node_label[edge_next[i][j]] == t)
return true;
}
return false;
}
} *GS;
struct GraphData
{
vector<int> nodel;
vector<bool> nodev;
vector<int> edgex;
vector<int> edgey;
vector<int> edgel;
vector<bool> edgev;
};
class EdgeFrequency
{
int *array;
int u, v;
public:
void init(int max_node_label, int max_edge_label)
{
u = max_node_label + 1;
v = u * (max_edge_label + 1);
array = new int[u * v];
}
int& operator()(int x, int a, int y) { return array[x * v + a * u + y]; }
int operator()(int x, int a, int y) const { return array[x * v + a * u + y]; }
} EF;
struct Edge
{
int ix, iy;
int x, a, y;
Edge(int _ix, int _iy, int _x, int _a, int _y) : ix(_ix), iy(_iy), x(_x), a(_a), y(_y) {}
bool operator<(const Edge &e) const
{
if (ix > iy)
{
if (e.ix < e.iy)
return true;
if (iy < e.iy || (iy == e.iy && a < e.a))
return true;
}
else if (e.ix < e.iy)
{
if (ix > e.ix)
return true;
if (ix == e.ix)
{
if (x < e.x)
return true;
if (x == e.x && (a < e.a || (a == e.a && y < e.y)))
return true;
}
}
return false;
}
};
补充:综合编程 , 其他综合 ,