How to find the pattern subgraphs in original graph?
I have a graph
. One can see that the complect subgraph A<->B<->C
and E<->D<->F
(pattern
) occurs twice in the graph
. I found the motifs
and took 1st and 7th motifs from the list of igraphs.
libraty(igraph)
el <- matrix( c("A", "B",
"A", "C",
"B", "A",
"B", "C",
"C", "A",
"C", "B",
"C", "E",
"E", "D",
"E", "F",
"D", "E",
"D", "F",
"F", "E",
"F", "D"),
nc = 2, byrow = TRUE)
graph <- graph_from_edgelist(el)
pattern <- graph.isocreate(size=3, number = 15, directed=TRUE)
iso <- subgraph_isomorphisms(pattern, graph)
motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) })
V(graph)$id <- seq_len(vcount(graph))
V(graph)$color <- "white"
par(mfrow=c(1,2))
plot(graph, edge.curved=TRUE, main="Original graph")
m1 <- V(motifs[[1]])$id; m2 <- V(motifs[[7]])$id
V(graph)[m1]$color="red"; V(graph)[m2]$color="green"
plot(graph, edge.curved=TRUE, main="Highlight graph")
I have a solution by hand selection motifs[[1]]
, motifs[[7]]
.
Question.
How to find the vertex lists of the pattern subgraph (for example, complect subgraph) automatically?
r igraph sna isomorphism
add a comment |
I have a graph
. One can see that the complect subgraph A<->B<->C
and E<->D<->F
(pattern
) occurs twice in the graph
. I found the motifs
and took 1st and 7th motifs from the list of igraphs.
libraty(igraph)
el <- matrix( c("A", "B",
"A", "C",
"B", "A",
"B", "C",
"C", "A",
"C", "B",
"C", "E",
"E", "D",
"E", "F",
"D", "E",
"D", "F",
"F", "E",
"F", "D"),
nc = 2, byrow = TRUE)
graph <- graph_from_edgelist(el)
pattern <- graph.isocreate(size=3, number = 15, directed=TRUE)
iso <- subgraph_isomorphisms(pattern, graph)
motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) })
V(graph)$id <- seq_len(vcount(graph))
V(graph)$color <- "white"
par(mfrow=c(1,2))
plot(graph, edge.curved=TRUE, main="Original graph")
m1 <- V(motifs[[1]])$id; m2 <- V(motifs[[7]])$id
V(graph)[m1]$color="red"; V(graph)[m2]$color="green"
plot(graph, edge.curved=TRUE, main="Highlight graph")
I have a solution by hand selection motifs[[1]]
, motifs[[7]]
.
Question.
How to find the vertex lists of the pattern subgraph (for example, complect subgraph) automatically?
r igraph sna isomorphism
I removed my solution as I realised something unstable in it. In any case, it is still not entirely clear what you mean by matching or "In graph can be occurred some triads and I need to color them".
– Julius Vainora
Nov 18 '18 at 2:23
1
If you want the equivalent of motifs, usesubgraph_isomorphisms
with the LAD method (look up how) andinduced=TRUE
.
– Szabolcs
Nov 19 '18 at 12:37
@Szabolcs, I have tried change iso <- subgraph_isomorphisms(pattern, graph) motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) }) on the iso <- subgraph_isomorphisms(pattern, graph, methof="lad",induced=TRUE), but I have 12 lists of motifs again. ,
– Nick
Nov 19 '18 at 16:16
add a comment |
I have a graph
. One can see that the complect subgraph A<->B<->C
and E<->D<->F
(pattern
) occurs twice in the graph
. I found the motifs
and took 1st and 7th motifs from the list of igraphs.
libraty(igraph)
el <- matrix( c("A", "B",
"A", "C",
"B", "A",
"B", "C",
"C", "A",
"C", "B",
"C", "E",
"E", "D",
"E", "F",
"D", "E",
"D", "F",
"F", "E",
"F", "D"),
nc = 2, byrow = TRUE)
graph <- graph_from_edgelist(el)
pattern <- graph.isocreate(size=3, number = 15, directed=TRUE)
iso <- subgraph_isomorphisms(pattern, graph)
motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) })
V(graph)$id <- seq_len(vcount(graph))
V(graph)$color <- "white"
par(mfrow=c(1,2))
plot(graph, edge.curved=TRUE, main="Original graph")
m1 <- V(motifs[[1]])$id; m2 <- V(motifs[[7]])$id
V(graph)[m1]$color="red"; V(graph)[m2]$color="green"
plot(graph, edge.curved=TRUE, main="Highlight graph")
I have a solution by hand selection motifs[[1]]
, motifs[[7]]
.
Question.
How to find the vertex lists of the pattern subgraph (for example, complect subgraph) automatically?
r igraph sna isomorphism
I have a graph
. One can see that the complect subgraph A<->B<->C
and E<->D<->F
(pattern
) occurs twice in the graph
. I found the motifs
and took 1st and 7th motifs from the list of igraphs.
libraty(igraph)
el <- matrix( c("A", "B",
"A", "C",
"B", "A",
"B", "C",
"C", "A",
"C", "B",
"C", "E",
"E", "D",
"E", "F",
"D", "E",
"D", "F",
"F", "E",
"F", "D"),
nc = 2, byrow = TRUE)
graph <- graph_from_edgelist(el)
pattern <- graph.isocreate(size=3, number = 15, directed=TRUE)
iso <- subgraph_isomorphisms(pattern, graph)
motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) })
V(graph)$id <- seq_len(vcount(graph))
V(graph)$color <- "white"
par(mfrow=c(1,2))
plot(graph, edge.curved=TRUE, main="Original graph")
m1 <- V(motifs[[1]])$id; m2 <- V(motifs[[7]])$id
V(graph)[m1]$color="red"; V(graph)[m2]$color="green"
plot(graph, edge.curved=TRUE, main="Highlight graph")
I have a solution by hand selection motifs[[1]]
, motifs[[7]]
.
Question.
How to find the vertex lists of the pattern subgraph (for example, complect subgraph) automatically?
r igraph sna isomorphism
r igraph sna isomorphism
edited Nov 18 '18 at 9:29
Nick
asked Nov 17 '18 at 3:02
NickNick
283112
283112
I removed my solution as I realised something unstable in it. In any case, it is still not entirely clear what you mean by matching or "In graph can be occurred some triads and I need to color them".
– Julius Vainora
Nov 18 '18 at 2:23
1
If you want the equivalent of motifs, usesubgraph_isomorphisms
with the LAD method (look up how) andinduced=TRUE
.
– Szabolcs
Nov 19 '18 at 12:37
@Szabolcs, I have tried change iso <- subgraph_isomorphisms(pattern, graph) motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) }) on the iso <- subgraph_isomorphisms(pattern, graph, methof="lad",induced=TRUE), but I have 12 lists of motifs again. ,
– Nick
Nov 19 '18 at 16:16
add a comment |
I removed my solution as I realised something unstable in it. In any case, it is still not entirely clear what you mean by matching or "In graph can be occurred some triads and I need to color them".
– Julius Vainora
Nov 18 '18 at 2:23
1
If you want the equivalent of motifs, usesubgraph_isomorphisms
with the LAD method (look up how) andinduced=TRUE
.
– Szabolcs
Nov 19 '18 at 12:37
@Szabolcs, I have tried change iso <- subgraph_isomorphisms(pattern, graph) motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) }) on the iso <- subgraph_isomorphisms(pattern, graph, methof="lad",induced=TRUE), but I have 12 lists of motifs again. ,
– Nick
Nov 19 '18 at 16:16
I removed my solution as I realised something unstable in it. In any case, it is still not entirely clear what you mean by matching or "In graph can be occurred some triads and I need to color them".
– Julius Vainora
Nov 18 '18 at 2:23
I removed my solution as I realised something unstable in it. In any case, it is still not entirely clear what you mean by matching or "In graph can be occurred some triads and I need to color them".
– Julius Vainora
Nov 18 '18 at 2:23
1
1
If you want the equivalent of motifs, use
subgraph_isomorphisms
with the LAD method (look up how) and induced=TRUE
.– Szabolcs
Nov 19 '18 at 12:37
If you want the equivalent of motifs, use
subgraph_isomorphisms
with the LAD method (look up how) and induced=TRUE
.– Szabolcs
Nov 19 '18 at 12:37
@Szabolcs, I have tried change iso <- subgraph_isomorphisms(pattern, graph) motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) }) on the iso <- subgraph_isomorphisms(pattern, graph, methof="lad",induced=TRUE), but I have 12 lists of motifs again. ,
– Nick
Nov 19 '18 at 16:16
@Szabolcs, I have tried change iso <- subgraph_isomorphisms(pattern, graph) motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) }) on the iso <- subgraph_isomorphisms(pattern, graph, methof="lad",induced=TRUE), but I have 12 lists of motifs again. ,
– Nick
Nov 19 '18 at 16:16
add a comment |
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I removed my solution as I realised something unstable in it. In any case, it is still not entirely clear what you mean by matching or "In graph can be occurred some triads and I need to color them".
– Julius Vainora
Nov 18 '18 at 2:23
1
If you want the equivalent of motifs, use
subgraph_isomorphisms
with the LAD method (look up how) andinduced=TRUE
.– Szabolcs
Nov 19 '18 at 12:37
@Szabolcs, I have tried change iso <- subgraph_isomorphisms(pattern, graph) motifs <- lapply(iso, function (x) { induced_subgraph(graph, x) }) on the iso <- subgraph_isomorphisms(pattern, graph, methof="lad",induced=TRUE), but I have 12 lists of motifs again. ,
– Nick
Nov 19 '18 at 16:16