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Hypergraph

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1686: 454: 445: 31: 7619: 1659: 6560: 6342: 6353: 7688:, and vertices are the leaf nodes. A hypergraph is then just a collection of trees with common, shared nodes (that is, a given internal node or leaf may occur in several different trees). Conversely, every collection of trees can be understood as this generalized hypergraph. Since trees are widely used throughout 4601: 1717:
An alternative representation of the hypergraph called PAOH is shown in the figure on top of this article. Edges are vertical lines connecting vertices. Vertices are aligned on the left. The legend on the right shows the names of the edges. It has been designed for dynamic hypergraphs but can be used
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There are many generalizations of classic hypergraph coloring. One of them is the so-called mixed hypergraph coloring, when monochromatic edges are allowed. Some mixed hypergraphs are uncolorable for any number of colors. A general criterion for uncolorability is unknown. When a mixed hypergraph is
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In another style of hypergraph visualization, the subdivision model of hypergraph drawing, the plane is subdivided into regions, each of which represents a single vertex of the hypergraph. The hyperedges of the hypergraph are represented by contiguous subsets of these regions, which may be indicated
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defined the stronger notions of β-acyclicity and γ-acyclicity. We can state β-acyclicity as the requirement that all subhypergraphs of the hypergraph are α-acyclic, which is equivalent to an earlier definition by Graham. The notion of γ-acyclicity is a more restrictive condition which is equivalent
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style in which curves in the plane are used to depict graph edges, a hypergraph's vertices are depicted as points, disks, or boxes, and its hyperedges are depicted as trees that have the vertices as their leaves. If the vertices are represented as points, the hyperedges may also be shown as smooth
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to every vertex of a hypergraph in such a way that each hyperedge contains at least two vertices of distinct colors. In other words, there must be no monochromatic hyperedge with cardinality at least 2. In this sense it is a direct generalization of graph coloring. Minimum number of used distinct
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Alternately, edges can be allowed to point at other edges, irrespective of the requirement that the edges be ordered as directed, acyclic graphs. This allows graphs with edge-loops, which need not contain vertices at all. For example, consider the generalized hypergraph consisting of two edges
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Note that α-acyclicity has the counter-intuitive property that adding hyperedges to an α-cyclic hypergraph may make it α-acyclic (for instance, adding a hyperedge containing all vertices of the hypergraph will always make it α-acyclic). Motivated in part by this perceived shortcoming,
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One possible generalization of a hypergraph is to allow edges to point at other edges. There are two variations of this generalization. In one, the edges consist not only of a set of vertices, but may also contain subsets of vertices, subsets of subsets of vertices and so on
3883: 6135: 6555:{\displaystyle G=\lbrace f_{1}=\lbrace \alpha ,\beta \rbrace ,f_{2}=\lbrace \beta ,\gamma \rbrace ,f_{3}=\lbrace \gamma ,\delta \rbrace ,f_{4}=\lbrace \delta ,\alpha \rbrace ,f_{5}=\lbrace \alpha ,\gamma \rbrace ,f_{6}=\lbrace \beta ,\delta \rbrace \rbrace } 8122:. In particular, there is no transitive closure of set membership for such hypergraphs. Although such structures may seem strange at first, they can be readily understood by noting that the equivalent generalization of their Levi graph is no longer 5140:
We can define a weaker notion of hypergraph acyclicity, later termed α-acyclicity. This notion of acyclicity is equivalent to the hypergraph being conformal (every clique of the primal graph is covered by some hyperedge) and its primal graph being
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Alternative representation of the hypergraph reported in the figure above, called PAOH. Edges are vertical lines connecting vertices. V7 is an isolated vertex. Vertices are aligned to the left. The legend on the right shows the names of the
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Those four notions of acyclicity are comparable: Berge-acyclicity implies γ-acyclicity which implies β-acyclicity which implies α-acyclicity. However, none of the reverse implications hold, so those four notions are different.
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to determine whether a hypergraph has a planar subdivision drawing, but the existence of a drawing of this type may be tested efficiently when the adjacency pattern of the regions is constrained to be a path, cycle, or tree.
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We next state a theorem due to Elayne Dauber whose corollaries describe properties of line-symmetric graphs. Note the obvious but important observation that every line-symmetric graph is line-regular.
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hyperedges (the curves defining the diagram) and 2 − 1 vertices (represented by the regions into which these curves subdivide the plane). In contrast with the polynomial-time recognition of
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Conversely, any bipartite graph with fixed parts and no unconnected nodes in the second part represents some hypergraph in the manner described above. This bipartite graph is also called
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The generalized incidence matrix for such hypergraphs is, by definition, a square matrix, of a rank equal to the total number of vertices plus edges. Thus, for the above example, the
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can be regarded as the incidence graph of a hypergraph when it is 2-colored and it is indicated which color class corresponds to hypergraph vertices and which to hypergraph edges.
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An order-4 Venn diagram, which can be interpreted as a subdivision drawing of a hypergraph with 15 vertices (the 15 colored regions) and 4 hyperedges (the 4 ellipses).
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and many other branches of mathematics, one could say that hypergraphs appear naturally as well. So, for example, this generalization arises naturally as a model of
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can be interpreted as a drawing of a hypergraph in which four vertices (depicted as white rectangles and disks) are connected by three hyperedges drawn as trees.
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Tian, Ze; Hwang, TaeHyun; Kuang, Rui (2009), "A hypergraph-based learning algorithm for classifying gene expression and arrayCGH data with prior knowledge",
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Although hypergraphs are more difficult to draw on paper than graphs, several researchers have studied methods for the visualization of hypergraphs.
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that introduces extra hypergraph structural cost to restrict the learning results. For large scale hypergraphs, a distributed framework built using
9916: 9860: 8365: 9709:(1984). "Simple linear-time algorithms to test chordality of graphs, test acyclicity of hypergraphs, and selectively reduce acyclic hypergraphs". 5165:
enjoys certain desirable properties if its underlying hypergraph is α-acyclic. Besides, α-acyclicity is also related to the expressiveness of the
3521:) of a hypergraph is the graph with the same vertices of the hypergraph, and edges between all pairs of vertices contained in the same hyperedge. 10160: 9232: 1828:- has loops (hyperedges with a single vertex) or repeated edges, which means there can be two or more edges containing the same set of vertices. 10336: 4955:{\displaystyle a_{ij}=\left\{{\begin{matrix}w_{e_{k}}&\mathrm {if} ~(v_{i},v_{j})\in E\\0&\mathrm {otherwise} .\end{matrix}}\right.} 9213: 8668: 2840: 9823:
Karypis, G., Aggarwal, R., Kumar, V., and Shekhar, S. (March 1999), "Multilevel hypergraph partitioning: applications in VLSI domain",
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Catalyurek, U.V.; Aykanat, C. (1999), "Hypergraph-Partitioning Based Decomposition for Parallel Sparse-Matrix Vector Multiplication",
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in such a way that each hyperedge with cardinality at least 2 contains at least one vertex from both classes. An alternative term is
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is an undirected graph whose edges connect not just two vertices, but an arbitrary number. An undirected hypergraph is also called a
37: 8617: 9431: 9362: 9288: 9163: 2145:: for any two hyperedges, either they are disjoint, or one is included in the other. In other words, the set of hyperedges forms a 440:. This hypergraph has order 7 and size 4. Here, edges do not just connect two vertices but several, and are represented by colors. 9430:
Buchin, Kevin; van Kreveld, Marc; Meijer, Henk; Speckmann, Bettina; Verbeek, Kevin (2010), "On planar supports for hypergraphs",
8251: 7474: 6690: 8552: 8341: 4145: 3878:{\displaystyle b_{ij}=\left\{{\begin{matrix}1&\mathrm {if} ~v_{i}\in e_{j}\\0&\mathrm {otherwise} .\end{matrix}}\right.} 10099: 10078: 10057: 10018: 9997: 9793: 9451: 9382: 9341: 9308: 9177: 8662: 8603: 8446: 2217: 1798:
colorable, then the minimum and maximum number of used colors are called the lower and upper chromatic numbers respectively.
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is an isomorphism from a vertex set into itself, that is a relabeling of vertices. The set of automorphisms of a hypergraph
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Ranshous, Stephen; Joslyn, Cliff; Kreyling, Sean; Nowak, Kathleen; Samatova, Nagiza; West, Curtis; Winters, Samuel (2017).
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Ghoshal, Gourab; Zlatic, Vinko; Caldarelli, Guido; Newman, Mark E.J. (2009), "Random Hypergraphs and their applications",
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of a graph. In the case of a graph, the adjacency matrix is a square matrix which indicates whether pairs of vertices are
522: 10153: 8398: 2118:- every subset of an undirected hypergraph's edges is a hyperedge too. A downward-closed hypergraph is usually called an 10497: 1514:
Undirected hypergraphs are useful in modelling such things as satisfiability problems, databases, machine learning, and
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of a hypergraph is the reduced hypergraph obtained by removing every hyperedge which is included in another hyperedge.
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nodes.) So a 2-uniform hypergraph is a graph, a 3-uniform hypergraph is a collection of unordered triples, and so on.
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When a notion of equality is properly defined, as done below, the operation of taking the dual of a hypergraph is an
7648: 2108:: no hyperedge is a strict subset of another hyperedge; equivalently, every hyperedge is maximal for inclusion. The 154: 10595: 10254: 8860:
Patro, Rob; Kingsoford, Carl (2013), "Predicting protein interactions via parsimonious network history inference",
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Because hypergraph links can have any cardinality, there are several notions of the concept of a subgraph, called
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Because of hypergraph duality, the study of edge-transitivity is identical to the study of vertex-transitivity.
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if all edges are symmetric. If a hypergraph is both edge- and vertex-symmetric, then the hypergraph is simply
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is also available. It can be desirable to study hypergraphs where all hyperedges have the same cardinality; a
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defined above) is acyclic. This definition is very restrictive: for instance, if a hypergraph has some pair
1729: 346: 10538: 10523: 9328:, Lecture Notes in Computer Science, vol. 10439, Springer International Publishing, pp. 387–394, 4686: 3925: 3264: 3231: 1538:(biochemical interactions as hyperedges). Representative hypergraph learning techniques include hypergraph 1523: 877: 8834:
Liu, Qingshan; Huang, Yuchi; Metaxas, Dimitris N. (2013), "Hypergraph with sampling for image retrieval",
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is the maximum cardinality of any of the edges in the hypergraph. If all edges have the same cardinality
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is a map from the vertex set of one hypergraph to another such that each edge maps to one other edge.
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Coloring Mixed Hypergraphs: Theory, Algorithms and Applications: Theory, Algorithms, and Applications
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A Hypergraph Model for Mapping Repeated Sparse Matrix–Vector Product Computations onto Multicomputers
9205: 8075: 8029: 1562:. (In other words, one such hypergraph is a collection of sets, each such set a hyperedge connecting 9837: 8285:
Valdivia, Paola; Buono, Paolo; Plaisant, Catherine; Dufournaud, Nicole; Fekete, Jean-Daniel (2020).
7886: 7711:, since it is not transitive. The graph corresponding to the Levi graph of this generalization is a 2920: 710: 664: 10439: 10259: 9959: 8479:. 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS'06). IEEE. pp. 497–508. 7756: 7629: 7439: 3376: 1547: 1235: 9324:
Naheed Anjum, Arafat; Bressan, Stéphane (2017), "Hypergraph Drawing by Force-Directed Placement",
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For such a hypergraph, set membership then provides an ordering, but the ordering is neither a
7685: 7378: 6883: 5867: 5699: 5500: 5299: 5057: 3683: 3168:{\displaystyle H\times A=\left(A,\lbrace e_{i}\mid i\in I_{e},e_{i}\subseteq A\rbrace \right).} 2672: 2594:{\displaystyle H_{A}=\left(A,\lbrace e\cap A\mid e\in E,e\cap A\neq \emptyset \rbrace \right).} 1495: 1460: 10482: 8581:
Huang, Jin; Zhang, Rui; Yu, Jeffrey Xu (2015). "Scalable Hypergraph Learning and Processing".
5618: 5026: 4995: 4333: 4297: 4231: 1300:: that is, the number of vertices in its tail followed by the number of vertices in its head. 10559: 10427: 8582: 7965: 7246: 5261: 5219: 4974: 3228:
is a hypergraph whose vertices and edges are interchanged, so that the vertices are given by
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Directed hypergraphs can be used to model things including telephony applications, detecting
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As a corollary, an edge-transitive hypergraph that is not vertex-transitive is bicolorable.
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In contrast with ordinary undirected graphs for which there is a single natural notion of
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to a directed hypergraph by defining the head or tail of each edge as a set of vertices (
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When the edges of a hypergraph are explicitly labeled, one has the additional notion of
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Tan, Shulong; Bu, Jiajun; Chen, Chun; Xu, Bin; Wang, Can; He, Xiaofei (October 2011),
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Gao, Tue; Wang, Meng; Zha, Zheng-Jun; Shen, Jialie; Li, Xuelong; Wu, Xindong (2013),
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are also important for processing large scale hypergraphs in machine learning tasks.
5170: 1685: 9030: 8983: 8873: 7597:(and in particular, hypergraph partitioning) has many applications to IC design and 7243:
A partition theorem due to E. Dauber states that, for an edge-transitive hypergraph
10407: 10359: 10201: 10196: 9964: 9887: 9842: 9754: 9718: 9616: 9509: 9437: 9412: 9398: 9368: 9329: 9294: 9265: 9222: 9138: 9102: 9054: 9018: 8978: 8945: 8925: 8877: 8869: 8843: 8809: 8790:"Using rich social media information for music recommendation via hypergraph model" 8775: 8755: 8650: 8613: 8591: 8548: 8536: 8480: 8407: 8301: 8134: 7689: 5166: 4682: 3706: 3459: 1573:, operations research, and transportation planning. They can also be used to model 1570: 1519: 9768: 8821: 10089: 10068: 9987: 9783: 9666: 9562: 9442: 9373: 9333: 9058: 8847: 8436: 8417: 8123: 7602: 5644:
When the vertices of a hypergraph are explicitly labeled, one has the notions of
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In one possible visual representation for hypergraphs, similar to the standard
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iterative process which removes hyperedges using a generalized definition of
5146: 5142: 1674: 1438: 10073:. Fields Institute Monographs. Vol. 17. American Mathematical Society. 9467: 9007:"A Directed Hypergraph Database: A Model for the Local Loop Telephone Plant" 9006: 8813: 8118:. As this loop is infinitely recursive, sets that are the edges violate the 1701:, for instance, may be viewed as a subdivision drawing of a hypergraph with 888:. In contrast, in an ordinary graph, an edge connects exactly two vertices. 10385: 10265: 9674: 9416: 8992: 8937: 8906:"Visual-textual joint relevance learning for tag-based social image search" 8891: 8767: 8513: 8329: 8218: 7697: 7693: 6074: 5210: 5185: 4981: 1706: 1698: 1551: 1499: 881: 9091:"Directed hypergraphs: Introduction and fundamental algorithms - A survey" 8794:
ACM Transactions on Multimedia Computing, Communications, and Applications
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A parallel for the adjacency matrix of a hypergraph can be drawn from the
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colors over all colorings is called the chromatic number of a hypergraph.
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is a hypergraph with some vertices removed. Formally, the subhypergraph
2124:. It is generally not reduced, unless all hyperedges have cardinality 1. 1710: 869: 10138: 9759: 9742: 9514: 9497: 8540: 7715:. Consider, for example, the generalized hypergraph whose vertex set is 1589:
and concepts involving graphs also hold for hypergraphs, in particular:
10452: 10364: 10314: 10114: 9934:. Proc. International Conference on Hi Performance Computing (HiPC'95). 9743:"Degrees of Acyclicity for Hypergraphs and Relational Database Schemes" 9498:"Degrees of acyclicity for hypergraphs and relational database schemes" 9227: 8412: 8239: 5145:; it is also equivalent to reducibility to the empty graph through the 1915: 1449: 30: 9968: 9846: 9047:
Exchange Pattern Mining in the Bitcoin Transaction Directed Hypergraph
8691:"Learning with hypergraphs: clustering, classification, and embedding" 8438:
Heuristics: Intelligent Search Strategies for Computer Problem Solving
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to several desirable properties of database schemas and is related to
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parts, and each hyperedge contains precisely one vertex of each type.
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Classic hypergraph coloring is assigning one of the colors from set
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For a directed hypergraph, the heads and tails of each hyperedge
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IEEE Transactions on Very Large Scale Integration (VLSI) Systems
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by coloring, by drawing outlines around them, or both. An order-
9606:"An algorithm for tree-query membership of a distributed query" 9551:, Annals of Discrete Mathematics, vol. 29, North-Holland, 8284: 7684:. In essence, every edge is just an internal node of a tree or 6775:, there does not exist any vertex that meets edges 1, 4 and 6: 3365:{\displaystyle X_{m}=\lbrace e_{i}\mid x_{m}\in e_{i}\rbrace .} 144:{\displaystyle X=\{v_{1},v_{2},v_{3},v_{4},v_{5},v_{6},v_{7}\}} 10132: 8476:
Witnesses for non-satisfiability of dense random 3CNF formulas
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A first definition of acyclicity for hypergraphs was given by
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Proc. 11th International Symposium on Graph Drawing (GD 2003)
8727: 6644:), but they are not strongly isomorphic. So, for example, in 5194: 1448:. In particular, there is a bipartite "incidence graph" or " 9873: 9356: 8689:
Zhou, Dengyong; Huang, Jiayuan; Scholkopf, Bernhard (2006),
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The dual of a uniform hypergraph is regular and vice versa.
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Eschbach, Thomas; Günther, Wolfgang; Becker, Bernd (2006),
9160:"Layout of directed hypergraphs with orthogonal hyperedges" 9043: 7545:{\displaystyle \sum _{k=1}^{K}r\left(H_{X_{k}}\right)=r(H)} 6745:{\displaystyle e_{1}\cap e_{4}\cap e_{6}=\lbrace a\rbrace } 4949: 4590: 3872: 2950:
of the edge index set, the partial hypergraph generated by
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Hypergraphs for which there exists a coloring using up to
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Gallo, G.; Longo, G.; Pallottino, S.; Nguyen, S. (1993).
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IEEE Transactions on Visualization and Computer Graphics
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is a hypergraph with some edges removed. Given a subset
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Pages displaying short descriptions of redirect targets
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is a hypergraph such that all its hyperedges have size
9646: 9644: 9287:(2001), "Drawing hypergraphs in the subset standard", 9053:. Financial Cryptography and Data Security. Springer. 8242: – Graph with multiple edges between two vertices 8152: 6830:{\displaystyle f_{1}\cap f_{4}\cap f_{6}=\varnothing } 5204: 5193:. Both β-acyclicity and γ-acyclicity can be tested in 4836: 4439: 3785: 9947:
IEEE Transactions on Parallel and Distributed Systems
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of set membership for such hypergraphs does induce a
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Pages displaying wikidata descriptions as a fallback
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if the permutation is the identity. One then writes
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is a host graph if there is a bijection between the
606:{\displaystyle E=\{a_{1},a_{2},a_{3},a_{4},a_{5}\}=} 9736: 9734: 9732: 9651:Graham, M. H. (1979). "On the universal relation". 9641: 9323: 9256:Mäkinen, Erkki (1990), "How to draw a hypergraph", 8368:(2020), "Hypergraphs: an introduction and review", 7700:and vertices correspond to constants or variables. 4648:) are connected with an edge if and only if vertex 3443:with the same vertex set as a connected hypergraph 1905:- its vertices can be partitioned into two classes 1806:A hypergraph can have various properties, such as: 10006: 9876:"Graph partitioning models for parallel computing" 9665: 9655:. Toronto, Ontario, Canada: University of Toronto. 8688: 8188: 8110: 8064: 8018: 7991: 7948: 7915: 7875: 7842: 7790: 7745: 7576: 7544: 7460: 7428: 7401: 7367: 7344: 7273: 7205: 7152: 7125: 7098: 7002: 6982: 6938: 6898: 6872: 6852: 6829: 6767: 6744: 6676: 6656: 6632: 6597: 6577: 6554: 6336: 6121: 6062: 6011: 5985: 5965: 5945: 5922: 5882: 5850: 5786: 5734: 5714: 5688: 5664: 5633: 5607: 5583: 5555: 5515: 5482: 5459: 5398: 5378: 5352: 5314: 5288: 5246: 5125: 5083: 5046: 5015: 4954: 4798: 4756: 4723: 4595: 4400: 4358: 4322: 4286: 4256: 4218: 4134: 4089: 4058: 4027: 4000: 3976: 3910: 3877: 3746: 3698: 3672: 3598: 3425: 3364: 3286: 3253: 3220: 3200: 3167: 3058: 3029: 2962: 2942: 2901: 2829: 2776: 2700: 2661: 2642:which is partially contained in the subhypergraph 2634: 2593: 2496: 2470: 2432: 2405: 2375: 2267: 2203: 2091: 2070: 2042: 2018: 1996: 1973: 1951: 1891: 1871: 1849: 1774: 1419: 1381: 1351: 1325: 1292: 1224: 1183: 1159: 1139: 1091: 1063: 1033: 995: 975: 939: 919: 856: 804: 746: 700: 654: 605: 511: 432: 397: 336: 288: 224: 143: 9944: 9929: 8695:Advances in Neural Information Processing Systems 8640: 8584:2015 IEEE International Conference on Data Mining 8522:"On the Desirability of Acyclic Database Schemes" 8473:Feige, Uriel; Kim, Jeong Han; Ofek, Eran (2006). 8441:. Addison-Wesley Publishing Company. p. 25. 4731:for a hypergraph in general where the hyperedges 3599:{\displaystyle V=\{v_{1},v_{2},~\ldots ,~v_{n}\}} 10577: 10119:Creative Commons Attribution/Share-Alike License 9729: 9701: 3673:{\displaystyle E=\{e_{1},e_{2},~\ldots ~e_{m}\}} 2830:{\displaystyle A'=\bigcup _{e\in E}e\setminus A} 10010:Hypergraph Seminar: Ohio State University, 1972 9361:(2009), "Subdivision drawings of hypergraphs", 8859: 8833: 4689:. Likewise, we can define the adjacency matrix 1483:. In some literature edges are referred to as 8968: 8903: 8230: – Set system used in greedy optimization 225:{\displaystyle E=\{e_{1},e_{2},e_{3},e_{4}\}=} 10330: 10154: 9539: 9397: 9282: 9258:International Journal of Computer Mathematics 9088: 8388: 8260: – Model to describe distributed systems 34:An example of an undirected hypergraph, with 9915:: CS1 maint: multiple names: authors list ( 9859:: CS1 maint: multiple names: authors list ( 9214:Journal of Graph Algorithms and Applications 9172:, vol. 2912, Springer, pp. 381–6, 8580: 8472: 8396:(1987), "ε-nets and simplex range queries", 8215: – Symmetric arrangement of finite sets 8105: 8092: 8059: 8046: 7837: 7818: 7785: 7773: 7740: 7728: 6739: 6733: 6549: 6546: 6534: 6515: 6503: 6484: 6472: 6453: 6441: 6422: 6410: 6391: 6379: 6363: 6331: 6328: 6316: 6297: 6285: 6266: 6254: 6235: 6223: 6204: 6192: 6173: 6161: 6145: 3667: 3619: 3593: 3542: 3356: 3317: 3281: 3268: 3248: 3235: 3154: 3103: 3016: 2991: 2896: 2855: 2580: 2538: 2367: 2297: 2259: 2227: 1801: 1769: 1733: 851: 845: 839: 833: 821: 793: 781: 775: 763: 735: 729: 723: 717: 689: 683: 677: 671: 643: 637: 631: 625: 619: 597: 532: 506: 470: 427: 424: 411: 389: 350: 328: 302: 280: 241: 238: 216: 164: 138: 47: 10091:Introduction to Graph and Hypergraph Theory 9603: 9084: 9082: 8787: 7647:. Unsourced material may be challenged and 7345:{\displaystyle (X_{1},X_{2},\cdots ,X_{K})} 7026:. A graph is just a 2-uniform hypergraph. 10337: 10323: 10161: 10147: 8647:Optimal Interconnection Trees in the Plane 8507: 8505: 7608: 7164:if there exists an automorphism such that 7071:if there exists an automorphism such that 5137:by an exploration of the incidence graph. 1678:curves that connect sets of points, or as 1546:with hypergraph Laplacian, and hypergraph 457:An example of a directed hypergraph, with 10168: 9989:Hypergraphs: Combinatorics of Finite Sets 9958: 9836: 9758: 9513: 9441: 9372: 9298: 9226: 9142: 9106: 9004: 8982: 8881: 8741: 8643:"Steiner Trees in Graphs and Hypergraphs" 8411: 8373: 7667:Learn how and when to remove this message 6906:, and the duals are strongly isomorphic: 4799:{\displaystyle w_{e_{k}}\in \mathbb {R} } 4792: 3426:{\displaystyle \left(H^{*}\right)^{*}=H.} 2211:be the hypergraph consisting of vertices 2100:-uniform and bipartite (and 2-colorable). 10344: 10109:This article incorporates material from 10087: 10066: 9326:Database and Expert Systems Applications 9120: 9118: 9089:Ausiello, Giorgio; Laura, Luigi (2017). 9079: 8576: 8574: 8572: 7037:is the number of edges that contain it. 6063:{\displaystyle \left(H^{*}\right)^{*}=H} 5851:{\displaystyle \phi (e_{i})=f_{\pi (i)}} 5460:{\displaystyle \phi (e_{i})=f_{\pi (i)}} 2622:is a hypergraph where each hyperedge of 2444:of the vertices and edges respectively. 2127:An abstract simplicial complex with the 1684: 1657: 1303:The definition above generalizes from a 452: 443: 289:{\displaystyle \{\{v_{1},v_{2},v_{3}\},} 29: 9255: 9127:"Directed hypergraphs and applications" 8502: 8364: 7964:, and "flattens" the hypergraph into a 4984:: a hypergraph is Berge-acyclic if its 2777:{\displaystyle Ex(H_{A})=(A\cup A',E')} 1581:Generalizations of concepts from graphs 1522:tasks as the data model and classifier 1459:Hypergraphs have many other names. In 14: 10578: 10045: 9930:Catalyurek, U.V.; Aykanat, C. (1995). 9781: 9650: 9357:Kaufmann, Michael; van Kreveld, Marc; 9157: 8280: 8278: 5149:(also known as Graham's algorithm), a 2153: 1775:{\displaystyle \{1,2,3,...,\lambda \}} 1721: 1389:will generalize to hypergraph theory. 398:{\displaystyle \{v_{3},v_{5},v_{6}\},} 10318: 10142: 10007:Berge, C.; Ray-Chaudhuri, D. (2006). 9985: 9874:Hendrickson, B., Kolda, T.G. (2000), 9740: 9578: 9535: 9533: 9495: 9115: 8910:IEEE Transactions on Image Processing 8569: 8434: 3977:{\displaystyle H^{*}=(V^{*},\ E^{*})} 3486:, such that each connected component 3287:{\displaystyle \lbrace X_{m}\rbrace } 3254:{\displaystyle \lbrace e_{i}\rbrace } 1834:- has no loops and no repeated edges. 1653: 1518:. They have been extensively used in 9604:Yu, C. T.; Özsoyoğlu, M. Z. (1979). 7645:adding citations to reliable sources 7612: 2669:is fully contained in the extension 2006:- the vertices are partitioned into 1961:- each hyperedge contains precisely 8399:Discrete and Computational Geometry 8275: 8252:Sparse matrix–vector multiplication 8209: – Type of directed hypergraph 5205:Isomorphism, symmetry, and equality 4676: 3524: 1494:The collection of hypergraphs is a 1467:and then the hyperedges are called 24: 10049:Hypergraph Theory: An Introduction 9530: 9023:10.1002/j.1538-7305.1982.tb03439.x 8641:Brazil, M; Zachariasen, M (2015). 8126:, but is rather just some general 7603:hypergraph partitioning algorithms 7206:{\displaystyle \phi (e_{i})=e_{j}} 6097:of the hypergraph and written Aut( 5787:{\displaystyle \phi (x_{n})=y_{n}} 4938: 4935: 4932: 4929: 4926: 4923: 4920: 4917: 4914: 4862: 4859: 4606: 4579: 4576: 4573: 4570: 4567: 4564: 4561: 4558: 4555: 4506: 4503: 4454: 4451: 4135:{\displaystyle v_{j}^{*}\in V^{*}} 3861: 3858: 3855: 3852: 3849: 3846: 3843: 3840: 3837: 3797: 3794: 2577: 2364: 1640:Hall-type theorems for hypergraphs 1534:(correlations as hyperedges), and 805:{\displaystyle (\{2,3\},\{4,5\}),} 25: 10607: 10126: 9170:Lecture Notes in Computer Science 7843:{\displaystyle e_{2}=\{a,e_{1}\}} 6824: 6684:meets edges 1, 4 and 6, so that, 5933:If, in addition, the permutation 5556:{\displaystyle H^{*}\simeq G^{*}} 2821: 857:{\displaystyle (\{3,5\},\{6\})\}} 512:{\displaystyle X=\{1,2,3,4,5,6\}} 7617: 6939:{\displaystyle H^{*}\cong G^{*}} 6633:{\displaystyle \phi (a)=\alpha } 5923:{\displaystyle H^{*}\cong G^{*}} 3466:. For a disconnected hypergraph 1718:for simple hypergraphs as well. 983:is a set of pairs of subsets of 655:{\displaystyle \{(\{1\},\{2\}),} 337:{\displaystyle \{v_{2},v_{3}\},} 9938: 9923: 9898:from the original on 2021-01-26 9867: 9816: 9802:from the original on 2023-02-04 9775: 9695: 9659: 9630:from the original on 2018-09-02 9597: 9572: 9489: 9478:from the original on 2022-01-20 9460: 9423: 9391: 9350: 9317: 9276: 9249: 9238:from the original on 2011-07-18 9197: 9186:from the original on 2011-07-18 9151: 9068:from the original on 2021-07-15 9037: 8998: 8962: 8952:from the original on 2017-09-23 8897: 8853: 8827: 8781: 8721: 8711:from the original on 2021-10-22 8671:from the original on 2021-01-29 8623:from the original on 2021-01-26 8558:from the original on 2021-04-21 8491:from the original on 2021-01-27 8455:from the original on 2023-02-04 8347:from the original on 2021-01-26 8111:{\displaystyle e_{2}=\{e_{1}\}} 8065:{\displaystyle e_{1}=\{e_{2}\}} 7014:, the hypergraph is said to be 5953:is the identity, one says that 3494:is a host of the corresponding 1509: 1475:theory, hypergraphs are called 10488:Cremona–Richmond configuration 10117:, which is licensed under the 8697:, MIT Press, pp. 1601–8, 8682: 8634: 8466: 8428: 8382: 8358: 7916:{\displaystyle e_{1}\in e_{2}} 7571: 7565: 7539: 7533: 7339: 7294: 7268: 7256: 7187: 7174: 7087: 7081: 6977: 6971: 6621: 6615: 6093:under composition, called the 5843: 5837: 5823: 5810: 5768: 5755: 5452: 5446: 5432: 5419: 5344: 5283: 5271: 5241: 5229: 5180:if a hypergraph is α-acyclic. 4895: 4869: 4718: 4702: 4542: 4529: 4490: 4477: 4395: 4379: 4353: 4340: 4317: 4304: 3971: 3942: 3741: 3725: 3712:For an undirected hypergraph, 2943:{\displaystyle J\subset I_{e}} 2893: 2876: 2771: 2743: 2737: 2724: 2695: 2682: 2198: 2186: 1650:, and shortest path problems. 1530:(communities as hyperedges), 1414: 1402: 1375: 1367: 1287: 1283: 1275: 1267: 1259: 1255: 1248: 1240: 1219: 1207: 1134: 1122: 1022: 1010: 914: 902: 848: 818: 796: 760: 747:{\displaystyle (\{3\},\{1\}),} 738: 714: 701:{\displaystyle (\{2\},\{3\}),} 692: 668: 646: 622: 27:Generalization of graph theory 13: 1: 9979: 9892:10.1016/S0167-8191(00)00048-X 9011:Bell System Technical Journal 8984:10.1093/bioinformatics/btp467 8874:10.1093/bioinformatics/btt224 8026:, and zero vertices, so that 7791:{\displaystyle e_{1}=\{a,b\}} 7461:{\displaystyle 1\leq k\leq K} 7238: 3261:and whose edges are given by 1879:, i.e., contained in exactly 1682:that enclose sets of points. 1444:Hypergraphs can be viewed as 1293:{\displaystyle |e|=(|D|,|C|)} 1147:is the number of vertices in 10565:Kirkman's schoolgirl problem 10498:Grünbaum–Rigby configuration 10268:for cubic Hamiltonian graphs 10088:Voloshin, Vitaly I. (2009). 10067:Voloshin, Vitaly I. (2002). 9583:. Amsterdam: North-Holland. 9496:Fagin, Ronald (1983-07-01). 9443:10.1007/978-3-642-11805-0_33 9374:10.1007/978-3-642-00219-9_39 9334:10.1007/978-3-319-64471-4_31 9144:10.1016/0166-218X(93)90045-P 9131:Discrete Applied Mathematics 9095:Theoretical Computer Science 9059:10.1007/978-3-319-70278-0_16 8848:10.1016/j.patcog.2010.07.014 7375:such that the subhypergraph 5353:{\displaystyle \phi :X\to Y} 3922:matrix defines a hypergraph 3059:{\displaystyle A\subseteq X} 2620:extension of a subhypergraph 2497:{\displaystyle A\subseteq X} 1922:Two stronger properties are 1524:regularization (mathematics) 1352:{\displaystyle D\subseteq X} 1326:{\displaystyle C\subseteq X} 1232:in a directed hypergraph is 947:is a set of elements called 7: 10458:Möbius–Kantor configuration 10034:Encyclopedia of Mathematics 8655:10.1007/978-3-319-13915-9_5 8254: – Computation routine 8248: – Computational model 8199: 7216:A hypergraph is said to be 7045:if every vertex has degree 6949: 6104: 4757:{\displaystyle e_{k\leq m}} 4070:-element set of subsets of 2604:An alternative term is the 2121:abstract simplicial complex 1600:Vertex cover in hypergraphs 1526:. The applications include 433:{\displaystyle \{v_{4}\}\}} 10: 10612: 10544:Bruck–Ryser–Chowla theorem 10182:Graph (abstract data type) 9788:. CRC Press. p. 172. 9621:10.1109/CMPSAC.1979.762509 8760:10.1103/PhysRevE.79.066118 7949:{\displaystyle b\in e_{2}} 7876:{\displaystyle b\in e_{1}} 7099:{\displaystyle \phi (x)=y} 5494:of the graphs. Note that 5126:{\displaystyle v,v'\in f'} 5023:of vertices and some pair 4724:{\displaystyle A=(a_{ij})} 4401:{\displaystyle I=(b_{ij})} 3747:{\displaystyle I=(b_{ij})} 3680:. Every hypergraph has an 3070:is the partial hypergraph 1859:- every vertex has degree 1790:colors are referred to as 1610:Line graph of a hypergraph 1171:is the number of edges in 1034:{\displaystyle (D,C)\in E} 10552: 10534:Szemerédi–Trotter theorem 10516: 10438: 10373: 10352: 10286: 10247: 10210: 10174: 9711:SIAM Journal on Computing 9270:10.1080/00207169008803875 9108:10.1016/j.tcs.2016.03.016 8306:10.1109/TVCG.2019.2933196 7746:{\displaystyle V=\{a,b\}} 7601:. Efficient and scalable 7402:{\displaystyle H_{X_{k}}} 6899:{\displaystyle H\equiv G} 5883:{\displaystyle H\equiv G} 5715:{\displaystyle H\equiv G} 5516:{\displaystyle H\simeq G} 5315:{\displaystyle H\simeq G} 5084:{\displaystyle v,v'\in f} 4964: 3699:{\displaystyle n\times m} 3462:a connected subgraph in 2701:{\displaystyle Ex(H_{A})} 1802:Properties of hypergraphs 1646:In directed hypergraphs: 876:is a generalization of a 10524:Sylvester–Gallai theorem 10260:Graph Modelling Language 9882:(Submitted manuscript), 9679:Foundations of Databases 9300:10.1007/3-540-44541-2_15 8930:10.1109/tip.2012.2202676 8268: 6109:Consider the hypergraph 5634:{\displaystyle H\cong G} 5054:of hyperedges such that 5047:{\displaystyle f\neq f'} 5016:{\displaystyle v\neq v'} 4615:may be represented by a 4359:{\displaystyle T(e_{j})} 4323:{\displaystyle H(e_{j})} 4257:{\displaystyle b_{ij}=1} 1548:semi-supervised learning 10596:Mathematical structures 10529:De Bruijn–Erdős theorem 10473:Desargues configuration 9404:Journal of Graph Theory 8814:10.1145/2037676.2037679 7609:Further generalizations 7436:is transitive for each 7274:{\displaystyle H=(X,E)} 5289:{\displaystyle G=(Y,F)} 5247:{\displaystyle H=(X,E)} 2204:{\displaystyle H=(X,E)} 2071:{\displaystyle k\geq 2} 1636:on uniform hypergraphs; 1594:Matching in hypergraphs 1225:{\displaystyle e=(D,C)} 884:can join any number of 10046:Bretto, Alain (2013). 9986:Berge, Claude (1984). 9741:Fagin, Ronald (1983). 9581:Graphs and Hypergraphs 9579:Berge, Claude (1973). 9417:10.1002/jgt.3190110306 9005:Goldstein, A. (1982). 8190: 8189:{\displaystyle \left.} 8112: 8066: 8020: 7993: 7950: 7923:, it is not true that 7917: 7877: 7844: 7792: 7747: 7713:directed acyclic graph 7696:; edges correspond to 7686:directed acyclic graph 7578: 7546: 7498: 7462: 7430: 7403: 7369: 7346: 7275: 7207: 7154: 7127: 7100: 7004: 6984: 6940: 6900: 6874: 6854: 6831: 6769: 6746: 6678: 6658: 6634: 6599: 6579: 6556: 6338: 6123: 6064: 6013: 5987: 5967: 5947: 5924: 5884: 5852: 5788: 5736: 5716: 5690: 5666: 5635: 5609: 5585: 5557: 5517: 5484: 5461: 5400: 5380: 5354: 5316: 5290: 5248: 5127: 5085: 5048: 5017: 4956: 4800: 4758: 4725: 4597: 4402: 4360: 4324: 4288: 4258: 4220: 4136: 4091: 4060: 4029: 4002: 3978: 3912: 3879: 3748: 3700: 3674: 3600: 3455:if every hyperedge of 3427: 3366: 3288: 3255: 3222: 3202: 3169: 3060: 3031: 2964: 2944: 2903: 2831: 2778: 2702: 2663: 2636: 2595: 2498: 2472: 2434: 2407: 2377: 2269: 2205: 2093: 2072: 2044: 2020: 1998: 1975: 1953: 1893: 1873: 1851: 1776: 1690: 1667: 1634:Kruskal–Katona theorem 1461:computational geometry 1421: 1383: 1353: 1327: 1294: 1226: 1185: 1169:size of the hypergraph 1161: 1141: 1093: 1065: 1035: 1003:. Each of these pairs 997: 977: 941: 921: 865: 858: 806: 748: 702: 656: 607: 513: 450: 441: 434: 399: 338: 290: 226: 145: 10560:Design of experiments 10169:Graph representations 8435:Pearl, Judea (1984). 8191: 8113: 8067: 8021: 8019:{\displaystyle e_{2}} 7994: 7992:{\displaystyle e_{1}} 7966:partially ordered set 7951: 7918: 7878: 7845: 7793: 7748: 7579: 7547: 7478: 7463: 7431: 7429:{\displaystyle X_{k}} 7404: 7370: 7347: 7276: 7208: 7155: 7153:{\displaystyle e_{j}} 7128: 7126:{\displaystyle e_{i}} 7101: 7005: 6985: 6941: 6901: 6875: 6855: 6832: 6770: 6747: 6679: 6659: 6635: 6605:are isomorphic (with 6600: 6580: 6557: 6339: 6124: 6065: 6014: 5988: 5968: 5948: 5925: 5885: 5853: 5789: 5737: 5735:{\displaystyle \phi } 5717: 5691: 5667: 5636: 5610: 5586: 5558: 5518: 5485: 5483:{\displaystyle \phi } 5462: 5401: 5381: 5355: 5317: 5291: 5249: 5161:, it is known that a 5128: 5086: 5049: 5018: 4957: 4801: 4759: 4726: 4655:is contained in edge 4622:as follows: the sets 4598: 4403: 4361: 4325: 4289: 4287:{\displaystyle e_{j}} 4259: 4221: 4137: 4092: 4090:{\displaystyle V^{*}} 4061: 4059:{\displaystyle E^{*}} 4030: 4028:{\displaystyle V^{*}} 4003: 3979: 3913: 3911:{\displaystyle I^{t}} 3880: 3749: 3701: 3675: 3601: 3428: 3367: 3289: 3256: 3223: 3203: 3201:{\displaystyle H^{*}} 3170: 3061: 3032: 2965: 2945: 2904: 2832: 2779: 2703: 2664: 2662:{\displaystyle H_{A}} 2637: 2596: 2499: 2473: 2471:{\displaystyle H_{A}} 2435: 2433:{\displaystyle I_{e}} 2408: 2406:{\displaystyle I_{v}} 2378: 2270: 2206: 2129:augmentation property 2094: 2073: 2045: 2021: 1999: 1976: 1954: 1894: 1874: 1852: 1777: 1688: 1661: 1628:Erdős–Ko–Rado theorem 1544:spectral graph theory 1516:Steiner tree problems 1422: 1420:{\displaystyle (X,E)} 1394:undirected hypergraph 1384: 1354: 1328: 1295: 1227: 1186: 1162: 1142: 1140:{\displaystyle (X,E)} 1114:order of a hypergraph 1094: 1066: 1051:; the vertex subset 1036: 998: 978: 942: 922: 920:{\displaystyle (X,E)} 859: 807: 749: 703: 657: 608: 514: 456: 447: 435: 400: 339: 291: 227: 146: 33: 10493:Kummer configuration 10463:Pappus configuration 10346:Incidence structures 10278:Trivial Graph Format 9782:Harary, F. (2018) . 9283:Bertault, François; 8842:(10–11): 2255–2262, 8596:10.1109/ICDM.2015.33 8590:. pp. 775–780. 8485:10.1109/FOCS.2006.78 8213:Combinatorial design 8144: 8076: 8030: 8003: 7976: 7927: 7887: 7854: 7802: 7757: 7753:and whose edges are 7719: 7641:improve this section 7577:{\displaystyle r(H)} 7559: 7475: 7440: 7413: 7379: 7359: 7291: 7247: 7168: 7137: 7110: 7075: 6994: 6983:{\displaystyle r(H)} 6965: 6910: 6884: 6864: 6844: 6782: 6759: 6691: 6668: 6648: 6609: 6589: 6569: 6354: 6136: 6113: 6026: 5997: 5977: 5957: 5946:{\displaystyle \pi } 5937: 5894: 5868: 5804: 5749: 5726: 5700: 5680: 5656: 5619: 5599: 5575: 5527: 5501: 5474: 5413: 5390: 5379:{\displaystyle \pi } 5370: 5332: 5300: 5262: 5220: 5095: 5058: 5027: 4996: 4812: 4768: 4735: 4693: 4415: 4370: 4334: 4298: 4271: 4232: 4146: 4101: 4074: 4043: 4012: 3992: 3926: 3895: 3761: 3716: 3684: 3610: 3533: 3476:connected components 3386: 3301: 3265: 3232: 3212: 3185: 3077: 3044: 2977: 2954: 2921: 2841: 2788: 2715: 2673: 2646: 2626: 2511: 2482: 2455: 2417: 2390: 2288: 2218: 2177: 2083: 2056: 2034: 2010: 1988: 1965: 1943: 1883: 1863: 1841: 1730: 1680:simple closed curves 1556:k-uniform hypergraph 1481:social choice theory 1446:incidence structures 1399: 1363: 1337: 1311: 1236: 1198: 1175: 1151: 1119: 1083: 1055: 1007: 987: 967: 931: 899: 815: 757: 711: 665: 616: 523: 461: 408: 347: 299: 235: 155: 38: 10503:Klein configuration 10483:Schläfli double six 10468:Hesse configuration 10448:Complete quadrangle 9760:10.1145/2402.322390 9515:10.1145/2402.322390 9158:Sander, G. (2003), 8922:2013ITIP...22..363Y 8836:Pattern Recognition 8806:2011smma.book..213T 8752:2009PhRvE..79f6118G 8541:10.1145/2402.322389 8234:Incidence structure 8120:axiom of foundation 6012:{\displaystyle H=G} 5722:if the isomorphism 5593:strongly isomorphic 5490:is then called the 5157:. In the domain of 4215: 4197: 4163: 4118: 2168:section hypergraphs 2164:partial hypergraphs 2154:Related hypergraphs 1722:Hypergraph coloring 1575:Horn-satisfiability 1540:spectral clustering 1382:{\displaystyle |e|} 893:directed hypergraph 10478:Reye configuration 10248:Text-based formats 9880:Parallel Computing 9747:Journal of the ACM 9681:. Addison-Wesley. 9613:Proc. IEEE COMPSAC 9502:Journal of the ACM 9359:Speckmann, Bettina 9228:10.7155/jgaa.00122 8868:(10–11): 237–246, 8529:Journal of the ACM 8413:10.1007/BF02187876 8186: 8177: 8108: 8062: 8016: 7989: 7958:transitive closure 7946: 7913: 7873: 7840: 7788: 7743: 7599:parallel computing 7595:Graph partitioning 7574: 7542: 7458: 7426: 7399: 7365: 7355:of the vertex set 7342: 7271: 7203: 7150: 7123: 7096: 7000: 6980: 6936: 6896: 6870: 6850: 6827: 6765: 6742: 6674: 6654: 6630: 6595: 6575: 6552: 6334: 6119: 6095:automorphism group 6060: 6009: 5983: 5963: 5943: 5920: 5880: 5848: 5784: 5732: 5712: 5686: 5662: 5631: 5605: 5581: 5569:strong isomorphism 5553: 5513: 5480: 5457: 5396: 5376: 5350: 5322:if there exists a 5312: 5286: 5244: 5123: 5081: 5044: 5013: 4952: 4947: 4796: 4764:have real weights 4754: 4721: 4593: 4588: 4398: 4356: 4320: 4284: 4254: 4216: 4201: 4183: 4149: 4132: 4104: 4087: 4056: 4025: 3998: 3974: 3908: 3875: 3870: 3744: 3696: 3670: 3596: 3511:representing graph 3423: 3362: 3284: 3251: 3218: 3198: 3165: 3068:section hypergraph 3056: 3027: 2970:is the hypergraph 2960: 2940: 2915:partial hypergraph 2899: 2827: 2817: 2774: 2698: 2659: 2632: 2591: 2494: 2468: 2430: 2403: 2373: 2265: 2201: 2147:laminar set family 2089: 2068: 2040: 2016: 1994: 1971: 1949: 1889: 1869: 1847: 1772: 1691: 1668: 1654:Hypergraph drawing 1648:transitive closure 1616:Hypergraph grammar 1528:recommender system 1417: 1379: 1349: 1323: 1290: 1222: 1181: 1157: 1137: 1089: 1061: 1031: 993: 973: 937: 917: 866: 854: 802: 744: 698: 652: 603: 509: 451: 442: 430: 395: 334: 286: 222: 141: 10573: 10572: 10312: 10311: 10211:XML-based formats 10101:978-1-61470-112-5 10080:978-0-8218-2812-0 10059:978-3-319-00080-0 10020:978-3-540-37803-7 9999:978-0-08-088023-5 9969:10.1109/71.780863 9886:(12): 1519–1545, 9847:10.1109/92.748202 9795:978-0-429-96231-8 9472:spectrum.troy.edu 9453:978-3-642-11804-3 9399:Johnson, David S. 9384:978-3-642-00218-2 9343:978-3-319-64470-7 9310:978-3-540-41554-1 9179:978-3-540-24595-7 8977:(21): 2831–2838, 8800:(1), Article 22, 8730:Physical Review E 8664:978-3-319-13915-9 8605:978-1-4673-9504-5 8448:978-0-201-05594-8 7850:. Then, although 7677: 7676: 7669: 7368:{\displaystyle X} 7281:, there exists a 7218:vertex-transitive 7022:, or is called a 7003:{\displaystyle H} 6873:{\displaystyle G} 6853:{\displaystyle H} 6840:In this example, 6768:{\displaystyle G} 6677:{\displaystyle a} 6657:{\displaystyle H} 6598:{\displaystyle G} 6578:{\displaystyle H} 6122:{\displaystyle H} 5986:{\displaystyle G} 5966:{\displaystyle H} 5689:{\displaystyle G} 5665:{\displaystyle H} 5608:{\displaystyle G} 5584:{\displaystyle H} 5399:{\displaystyle I} 5171:first-order logic 4868: 4630:are the parts of 4512: 4460: 4182: 4039:-element set and 4001:{\displaystyle H} 3960: 3803: 3656: 3650: 3582: 3573: 3221:{\displaystyle H} 2963:{\displaystyle J} 2802: 2635:{\displaystyle H} 2092:{\displaystyle k} 2052:hypergraph (for 2043:{\displaystyle k} 2019:{\displaystyle k} 1997:{\displaystyle k} 1974:{\displaystyle k} 1952:{\displaystyle k} 1892:{\displaystyle d} 1872:{\displaystyle d} 1850:{\displaystyle d} 1542:that extends the 1184:{\displaystyle E} 1160:{\displaystyle X} 1092:{\displaystyle C} 1064:{\displaystyle D} 996:{\displaystyle X} 976:{\displaystyle E} 940:{\displaystyle X} 16:(Redirected from 10603: 10591:Families of sets 10408:Projective plane 10360:Incidence matrix 10339: 10332: 10325: 10316: 10315: 10287:Related concepts 10202:Incidence matrix 10197:Adjacency matrix 10163: 10156: 10149: 10140: 10139: 10105: 10094:. Nova Science. 10084: 10063: 10042: 10024: 10003: 9973: 9972: 9962: 9942: 9936: 9935: 9927: 9921: 9920: 9914: 9906: 9904: 9903: 9871: 9865: 9864: 9858: 9850: 9840: 9820: 9814: 9813: 9808: 9807: 9779: 9773: 9772: 9762: 9738: 9727: 9726: 9699: 9693: 9692: 9663: 9657: 9656: 9653:Technical Report 9648: 9639: 9638: 9636: 9635: 9629: 9610: 9601: 9595: 9594: 9576: 9570: 9569: 9537: 9528: 9527: 9517: 9493: 9487: 9486: 9484: 9483: 9464: 9458: 9456: 9445: 9427: 9421: 9419: 9395: 9389: 9387: 9376: 9354: 9348: 9346: 9321: 9315: 9313: 9302: 9280: 9274: 9272: 9253: 9247: 9245: 9244: 9243: 9237: 9230: 9210: 9201: 9195: 9193: 9192: 9191: 9155: 9149: 9148: 9146: 9137:(2–3): 177–201. 9122: 9113: 9112: 9110: 9086: 9077: 9076: 9074: 9073: 9067: 9052: 9041: 9035: 9034: 9002: 8996: 8995: 8986: 8966: 8960: 8959: 8958: 8957: 8901: 8895: 8894: 8885: 8857: 8851: 8850: 8831: 8825: 8824: 8785: 8779: 8778: 8745: 8725: 8719: 8718: 8717: 8716: 8686: 8680: 8679: 8677: 8676: 8638: 8632: 8631: 8629: 8628: 8622: 8589: 8578: 8567: 8566: 8564: 8563: 8557: 8526: 8509: 8500: 8499: 8497: 8496: 8470: 8464: 8463: 8461: 8460: 8432: 8426: 8424: 8415: 8386: 8380: 8378: 8377: 8362: 8356: 8355: 8353: 8352: 8346: 8291: 8282: 8263: 8224: 8195: 8193: 8192: 8187: 8182: 8178: 8135:incidence matrix 8117: 8115: 8114: 8109: 8104: 8103: 8088: 8087: 8071: 8069: 8068: 8063: 8058: 8057: 8042: 8041: 8025: 8023: 8022: 8017: 8015: 8014: 7998: 7996: 7995: 7990: 7988: 7987: 7956:. However, the 7955: 7953: 7952: 7947: 7945: 7944: 7922: 7920: 7919: 7914: 7912: 7911: 7899: 7898: 7882: 7880: 7879: 7874: 7872: 7871: 7849: 7847: 7846: 7841: 7836: 7835: 7814: 7813: 7797: 7795: 7794: 7789: 7769: 7768: 7752: 7750: 7749: 7744: 7690:computer science 7672: 7665: 7661: 7658: 7652: 7621: 7613: 7583: 7581: 7580: 7575: 7551: 7549: 7548: 7543: 7526: 7522: 7521: 7520: 7519: 7497: 7492: 7468:, and such that 7467: 7465: 7464: 7459: 7435: 7433: 7432: 7427: 7425: 7424: 7408: 7406: 7405: 7400: 7398: 7397: 7396: 7395: 7374: 7372: 7371: 7366: 7351: 7349: 7348: 7343: 7338: 7337: 7319: 7318: 7306: 7305: 7280: 7278: 7277: 7272: 7222:vertex-symmetric 7212: 7210: 7209: 7204: 7202: 7201: 7186: 7185: 7160:are said to be 7159: 7157: 7156: 7151: 7149: 7148: 7132: 7130: 7129: 7124: 7122: 7121: 7105: 7103: 7102: 7097: 7009: 7007: 7006: 7001: 6990:of a hypergraph 6989: 6987: 6986: 6981: 6960: 6959: 6945: 6943: 6942: 6937: 6935: 6934: 6922: 6921: 6905: 6903: 6902: 6897: 6880:are equivalent, 6879: 6877: 6876: 6871: 6859: 6857: 6856: 6851: 6836: 6834: 6833: 6828: 6820: 6819: 6807: 6806: 6794: 6793: 6774: 6772: 6771: 6766: 6751: 6749: 6748: 6743: 6729: 6728: 6716: 6715: 6703: 6702: 6683: 6681: 6680: 6675: 6663: 6661: 6660: 6655: 6639: 6637: 6636: 6631: 6604: 6602: 6601: 6596: 6584: 6582: 6581: 6576: 6561: 6559: 6558: 6553: 6530: 6529: 6499: 6498: 6468: 6467: 6437: 6436: 6406: 6405: 6375: 6374: 6343: 6341: 6340: 6335: 6312: 6311: 6281: 6280: 6250: 6249: 6219: 6218: 6188: 6187: 6157: 6156: 6128: 6126: 6125: 6120: 6069: 6067: 6066: 6061: 6053: 6052: 6047: 6043: 6042: 6018: 6016: 6015: 6010: 5992: 5990: 5989: 5984: 5972: 5970: 5969: 5964: 5952: 5950: 5949: 5944: 5929: 5927: 5926: 5921: 5919: 5918: 5906: 5905: 5889: 5887: 5886: 5881: 5857: 5855: 5854: 5849: 5847: 5846: 5822: 5821: 5793: 5791: 5790: 5785: 5783: 5782: 5767: 5766: 5741: 5739: 5738: 5733: 5721: 5719: 5718: 5713: 5695: 5693: 5692: 5687: 5671: 5669: 5668: 5663: 5652:. One says that 5640: 5638: 5637: 5632: 5614: 5612: 5611: 5606: 5590: 5588: 5587: 5582: 5571:. One says that 5562: 5560: 5559: 5554: 5552: 5551: 5539: 5538: 5522: 5520: 5519: 5514: 5489: 5487: 5486: 5481: 5466: 5464: 5463: 5458: 5456: 5455: 5431: 5430: 5405: 5403: 5402: 5397: 5385: 5383: 5382: 5377: 5359: 5357: 5356: 5351: 5321: 5319: 5318: 5313: 5295: 5293: 5292: 5287: 5258:to a hypergraph 5253: 5251: 5250: 5245: 5191:Bachman diagrams 5167:guarded fragment 5132: 5130: 5129: 5124: 5122: 5111: 5090: 5088: 5087: 5082: 5074: 5053: 5051: 5050: 5045: 5043: 5022: 5020: 5019: 5014: 5012: 4961: 4959: 4958: 4953: 4951: 4948: 4941: 4894: 4893: 4881: 4880: 4866: 4865: 4855: 4854: 4853: 4852: 4827: 4826: 4805: 4803: 4802: 4797: 4795: 4787: 4786: 4785: 4784: 4763: 4761: 4760: 4755: 4753: 4752: 4730: 4728: 4727: 4722: 4717: 4716: 4683:adjacency matrix 4677:Adjacency matrix 4602: 4600: 4599: 4594: 4592: 4589: 4582: 4541: 4540: 4522: 4521: 4510: 4509: 4489: 4488: 4470: 4469: 4458: 4457: 4430: 4429: 4407: 4405: 4404: 4399: 4394: 4393: 4365: 4363: 4362: 4357: 4352: 4351: 4329: 4327: 4326: 4321: 4316: 4315: 4293: 4291: 4290: 4285: 4283: 4282: 4263: 4261: 4260: 4255: 4247: 4246: 4225: 4223: 4222: 4217: 4214: 4209: 4196: 4191: 4180: 4176: 4175: 4162: 4157: 4141: 4139: 4138: 4133: 4131: 4130: 4117: 4112: 4096: 4094: 4093: 4088: 4086: 4085: 4065: 4063: 4062: 4057: 4055: 4054: 4034: 4032: 4031: 4026: 4024: 4023: 4007: 4005: 4004: 3999: 3983: 3981: 3980: 3975: 3970: 3969: 3958: 3954: 3953: 3938: 3937: 3917: 3915: 3914: 3909: 3907: 3906: 3884: 3882: 3881: 3876: 3874: 3871: 3864: 3826: 3825: 3813: 3812: 3801: 3800: 3776: 3775: 3753: 3751: 3750: 3745: 3740: 3739: 3707:incidence matrix 3705: 3703: 3702: 3697: 3679: 3677: 3676: 3671: 3666: 3665: 3654: 3648: 3644: 3643: 3631: 3630: 3605: 3603: 3602: 3597: 3592: 3591: 3580: 3571: 3567: 3566: 3554: 3553: 3525:Incidence matrix 3432: 3430: 3429: 3424: 3413: 3412: 3407: 3403: 3402: 3371: 3369: 3368: 3363: 3355: 3354: 3342: 3341: 3329: 3328: 3313: 3312: 3293: 3291: 3290: 3285: 3280: 3279: 3260: 3258: 3257: 3252: 3247: 3246: 3227: 3225: 3224: 3219: 3207: 3205: 3204: 3199: 3197: 3196: 3174: 3172: 3171: 3166: 3161: 3157: 3147: 3146: 3134: 3133: 3115: 3114: 3065: 3063: 3062: 3057: 3036: 3034: 3033: 3028: 3023: 3019: 3003: 3002: 2969: 2967: 2966: 2961: 2949: 2947: 2946: 2941: 2939: 2938: 2908: 2906: 2905: 2900: 2892: 2851: 2836: 2834: 2833: 2828: 2816: 2798: 2783: 2781: 2780: 2775: 2770: 2759: 2736: 2735: 2707: 2705: 2704: 2699: 2694: 2693: 2668: 2666: 2665: 2660: 2658: 2657: 2641: 2639: 2638: 2633: 2600: 2598: 2597: 2592: 2587: 2583: 2523: 2522: 2503: 2501: 2500: 2495: 2477: 2475: 2474: 2469: 2467: 2466: 2439: 2437: 2436: 2431: 2429: 2428: 2412: 2410: 2409: 2404: 2402: 2401: 2382: 2380: 2379: 2374: 2360: 2359: 2341: 2340: 2328: 2327: 2309: 2308: 2274: 2272: 2271: 2266: 2258: 2257: 2239: 2238: 2210: 2208: 2207: 2202: 2098: 2096: 2095: 2090: 2077: 2075: 2074: 2069: 2049: 2047: 2046: 2041: 2025: 2023: 2022: 2017: 2003: 2001: 2000: 1995: 1980: 1978: 1977: 1972: 1958: 1956: 1955: 1950: 1898: 1896: 1895: 1890: 1878: 1876: 1875: 1870: 1856: 1854: 1853: 1848: 1781: 1779: 1778: 1773: 1622:Ramsey's theorem 1602:(also known as: 1571:money laundering 1520:machine learning 1498:with hypergraph 1473:cooperative game 1426: 1424: 1423: 1418: 1388: 1386: 1385: 1380: 1378: 1370: 1358: 1356: 1355: 1350: 1332: 1330: 1329: 1324: 1299: 1297: 1296: 1291: 1286: 1278: 1270: 1262: 1251: 1243: 1231: 1229: 1228: 1223: 1193:order of an edge 1190: 1188: 1187: 1182: 1166: 1164: 1163: 1158: 1146: 1144: 1143: 1138: 1098: 1096: 1095: 1090: 1071:is known as its 1070: 1068: 1067: 1062: 1040: 1038: 1037: 1032: 1002: 1000: 999: 994: 982: 980: 979: 974: 946: 944: 943: 938: 926: 924: 923: 918: 863: 861: 860: 855: 811: 809: 808: 803: 753: 751: 750: 745: 707: 705: 704: 699: 661: 659: 658: 653: 612: 610: 609: 604: 596: 595: 583: 582: 570: 569: 557: 556: 544: 543: 518: 516: 515: 510: 439: 437: 436: 431: 423: 422: 404: 402: 401: 396: 388: 387: 375: 374: 362: 361: 343: 341: 340: 335: 327: 326: 314: 313: 295: 293: 292: 287: 279: 278: 266: 265: 253: 252: 231: 229: 228: 223: 215: 214: 202: 201: 189: 188: 176: 175: 150: 148: 147: 142: 137: 136: 124: 123: 111: 110: 98: 97: 85: 84: 72: 71: 59: 58: 21: 10611: 10610: 10606: 10605: 10604: 10602: 10601: 10600: 10576: 10575: 10574: 10569: 10548: 10512: 10434: 10369: 10365:Incidence graph 10348: 10343: 10313: 10308: 10282: 10243: 10206: 10175:Data structures 10170: 10167: 10129: 10102: 10081: 10060: 10027: 10021: 10000: 9982: 9977: 9976: 9943: 9939: 9928: 9924: 9908: 9907: 9901: 9899: 9872: 9868: 9852: 9851: 9838:10.1.1.553.2367 9821: 9817: 9805: 9803: 9796: 9780: 9776: 9739: 9730: 9723:10.1137/0213035 9700: 9696: 9689: 9664: 9660: 9649: 9642: 9633: 9631: 9627: 9608: 9602: 9598: 9591: 9577: 9573: 9559: 9549:Matching Theory 9538: 9531: 9494: 9490: 9481: 9479: 9466: 9465: 9461: 9454: 9428: 9424: 9396: 9392: 9385: 9355: 9351: 9344: 9322: 9318: 9311: 9281: 9277: 9254: 9250: 9241: 9239: 9235: 9208: 9202: 9198: 9189: 9187: 9180: 9156: 9152: 9123: 9116: 9087: 9080: 9071: 9069: 9065: 9050: 9042: 9038: 9003: 8999: 8967: 8963: 8955: 8953: 8902: 8898: 8858: 8854: 8832: 8828: 8786: 8782: 8726: 8722: 8714: 8712: 8705: 8687: 8683: 8674: 8672: 8665: 8639: 8635: 8626: 8624: 8620: 8606: 8587: 8579: 8570: 8561: 8559: 8555: 8524: 8510: 8503: 8494: 8492: 8471: 8467: 8458: 8456: 8449: 8433: 8429: 8390:Haussler, David 8387: 8383: 8366:Ouvrard, Xavier 8363: 8359: 8350: 8348: 8344: 8300:(1). IEEE: 12. 8289: 8283: 8276: 8271: 8266: 8261: 8222: 8202: 8176: 8175: 8170: 8164: 8163: 8158: 8151: 8147: 8145: 8142: 8141: 8099: 8095: 8083: 8079: 8077: 8074: 8073: 8053: 8049: 8037: 8033: 8031: 8028: 8027: 8010: 8006: 8004: 8001: 8000: 7983: 7979: 7977: 7974: 7973: 7940: 7936: 7928: 7925: 7924: 7907: 7903: 7894: 7890: 7888: 7885: 7884: 7867: 7863: 7855: 7852: 7851: 7831: 7827: 7809: 7805: 7803: 7800: 7799: 7764: 7760: 7758: 7755: 7754: 7720: 7717: 7716: 7673: 7662: 7656: 7653: 7638: 7622: 7611: 7584:is the rank of 7560: 7557: 7556: 7515: 7511: 7510: 7506: 7502: 7493: 7482: 7476: 7473: 7472: 7441: 7438: 7437: 7420: 7416: 7414: 7411: 7410: 7391: 7387: 7386: 7382: 7380: 7377: 7376: 7360: 7357: 7356: 7333: 7329: 7314: 7310: 7301: 7297: 7292: 7289: 7288: 7248: 7245: 7244: 7241: 7226:edge-transitive 7197: 7193: 7181: 7177: 7169: 7166: 7165: 7144: 7140: 7138: 7135: 7134: 7117: 7113: 7111: 7108: 7107: 7076: 7073: 7072: 6995: 6992: 6991: 6966: 6963: 6962: 6957: 6956: 6952: 6930: 6926: 6917: 6913: 6911: 6908: 6907: 6885: 6882: 6881: 6865: 6862: 6861: 6845: 6842: 6841: 6815: 6811: 6802: 6798: 6789: 6785: 6783: 6780: 6779: 6760: 6757: 6756: 6724: 6720: 6711: 6707: 6698: 6694: 6692: 6689: 6688: 6669: 6666: 6665: 6649: 6646: 6645: 6610: 6607: 6606: 6590: 6587: 6586: 6570: 6567: 6566: 6525: 6521: 6494: 6490: 6463: 6459: 6432: 6428: 6401: 6397: 6370: 6366: 6355: 6352: 6351: 6307: 6303: 6276: 6272: 6245: 6241: 6214: 6210: 6183: 6179: 6152: 6148: 6137: 6134: 6133: 6114: 6111: 6110: 6107: 6048: 6038: 6034: 6030: 6029: 6027: 6024: 6023: 5998: 5995: 5994: 5978: 5975: 5974: 5958: 5955: 5954: 5938: 5935: 5934: 5914: 5910: 5901: 5897: 5895: 5892: 5891: 5890:if and only if 5869: 5866: 5865: 5833: 5829: 5817: 5813: 5805: 5802: 5801: 5778: 5774: 5762: 5758: 5750: 5747: 5746: 5727: 5724: 5723: 5701: 5698: 5697: 5681: 5678: 5677: 5657: 5654: 5653: 5620: 5617: 5616: 5600: 5597: 5596: 5576: 5573: 5572: 5547: 5543: 5534: 5530: 5528: 5525: 5524: 5523:if and only if 5502: 5499: 5498: 5475: 5472: 5471: 5442: 5438: 5426: 5422: 5414: 5411: 5410: 5391: 5388: 5387: 5371: 5368: 5367: 5333: 5330: 5329: 5301: 5298: 5297: 5263: 5260: 5259: 5221: 5218: 5217: 5207: 5195:polynomial time 5176:We can test in 5163:database schema 5159:database theory 5115: 5104: 5096: 5093: 5092: 5067: 5059: 5056: 5055: 5036: 5028: 5025: 5024: 5005: 4997: 4994: 4993: 4990:bipartite graph 4986:incidence graph 4967: 4946: 4945: 4913: 4911: 4905: 4904: 4889: 4885: 4876: 4872: 4858: 4856: 4848: 4844: 4843: 4839: 4835: 4831: 4819: 4815: 4813: 4810: 4809: 4791: 4780: 4776: 4775: 4771: 4769: 4766: 4765: 4742: 4738: 4736: 4733: 4732: 4709: 4705: 4694: 4691: 4690: 4679: 4671:incidence graph 4660: 4653: 4646: 4639: 4617:bipartite graph 4609: 4607:Incidence graph 4587: 4586: 4554: 4552: 4546: 4545: 4536: 4532: 4517: 4513: 4502: 4500: 4494: 4493: 4484: 4480: 4465: 4461: 4450: 4448: 4438: 4434: 4422: 4418: 4416: 4413: 4412: 4386: 4382: 4371: 4368: 4367: 4347: 4343: 4335: 4332: 4331: 4311: 4307: 4299: 4296: 4295: 4294:are denoted by 4278: 4274: 4272: 4269: 4268: 4239: 4235: 4233: 4230: 4229: 4210: 4205: 4192: 4187: 4171: 4167: 4158: 4153: 4147: 4144: 4143: 4126: 4122: 4113: 4108: 4102: 4099: 4098: 4081: 4077: 4075: 4072: 4071: 4050: 4046: 4044: 4041: 4040: 4019: 4015: 4013: 4010: 4009: 3993: 3990: 3989: 3965: 3961: 3949: 3945: 3933: 3929: 3927: 3924: 3923: 3902: 3898: 3896: 3893: 3892: 3869: 3868: 3836: 3834: 3828: 3827: 3821: 3817: 3808: 3804: 3793: 3791: 3784: 3780: 3768: 3764: 3762: 3759: 3758: 3732: 3728: 3717: 3714: 3713: 3685: 3682: 3681: 3661: 3657: 3639: 3635: 3626: 3622: 3611: 3608: 3607: 3587: 3583: 3562: 3558: 3549: 3545: 3534: 3531: 3530: 3527: 3438:connected graph 3408: 3398: 3394: 3390: 3389: 3387: 3384: 3383: 3350: 3346: 3337: 3333: 3324: 3320: 3308: 3304: 3302: 3299: 3298: 3275: 3271: 3266: 3263: 3262: 3242: 3238: 3233: 3230: 3229: 3213: 3210: 3209: 3192: 3188: 3186: 3183: 3182: 3142: 3138: 3129: 3125: 3110: 3106: 3096: 3092: 3078: 3075: 3074: 3045: 3042: 3041: 3040:Given a subset 2998: 2994: 2984: 2980: 2978: 2975: 2974: 2955: 2952: 2951: 2934: 2930: 2922: 2919: 2918: 2885: 2844: 2842: 2839: 2838: 2806: 2791: 2789: 2786: 2785: 2763: 2752: 2731: 2727: 2716: 2713: 2712: 2689: 2685: 2674: 2671: 2670: 2653: 2649: 2647: 2644: 2643: 2627: 2624: 2623: 2606:restriction of 2531: 2527: 2518: 2514: 2512: 2509: 2508: 2483: 2480: 2479: 2462: 2458: 2456: 2453: 2452: 2424: 2420: 2418: 2415: 2414: 2397: 2393: 2391: 2388: 2387: 2355: 2351: 2336: 2332: 2323: 2319: 2304: 2300: 2289: 2286: 2285: 2253: 2249: 2234: 2230: 2219: 2216: 2215: 2178: 2175: 2174: 2156: 2116:Downward-closed 2084: 2081: 2080: 2057: 2054: 2053: 2035: 2032: 2031: 2011: 2008: 2007: 1989: 1986: 1985: 1966: 1963: 1962: 1944: 1941: 1940: 1884: 1881: 1880: 1864: 1861: 1860: 1842: 1839: 1838: 1813:- has no edges. 1804: 1731: 1728: 1727: 1724: 1664:circuit diagram 1656: 1583: 1532:image retrieval 1512: 1454:bipartite graph 1437:drawn from the 1400: 1397: 1396: 1374: 1366: 1364: 1361: 1360: 1338: 1335: 1334: 1312: 1309: 1308: 1282: 1274: 1266: 1258: 1247: 1239: 1237: 1234: 1233: 1199: 1196: 1195: 1176: 1173: 1172: 1152: 1149: 1148: 1120: 1117: 1116: 1084: 1081: 1080: 1056: 1053: 1052: 1008: 1005: 1004: 988: 985: 984: 968: 965: 964: 932: 929: 928: 900: 897: 896: 816: 813: 812: 758: 755: 754: 712: 709: 708: 666: 663: 662: 617: 614: 613: 591: 587: 578: 574: 565: 561: 552: 548: 539: 535: 524: 521: 520: 462: 459: 458: 418: 414: 409: 406: 405: 383: 379: 370: 366: 357: 353: 348: 345: 344: 322: 318: 309: 305: 300: 297: 296: 274: 270: 261: 257: 248: 244: 236: 233: 232: 210: 206: 197: 193: 184: 180: 171: 167: 156: 153: 152: 132: 128: 119: 115: 106: 102: 93: 89: 80: 76: 67: 63: 54: 50: 39: 36: 35: 28: 23: 22: 15: 12: 11: 5: 10609: 10599: 10598: 10593: 10588: 10571: 10570: 10568: 10567: 10562: 10556: 10554: 10550: 10549: 10547: 10546: 10541: 10539:Beck's theorem 10536: 10531: 10526: 10520: 10518: 10514: 10513: 10511: 10510: 10505: 10500: 10495: 10490: 10485: 10480: 10475: 10470: 10465: 10460: 10455: 10450: 10444: 10442: 10440:Configurations 10436: 10435: 10433: 10432: 10431: 10430: 10422: 10421: 10420: 10412: 10411: 10410: 10405: 10395: 10394: 10393: 10391:Steiner system 10388: 10377: 10375: 10371: 10370: 10368: 10367: 10362: 10356: 10354: 10353:Representation 10350: 10349: 10342: 10341: 10334: 10327: 10319: 10310: 10309: 10307: 10306: 10301: 10296: 10294:Graph database 10290: 10288: 10284: 10283: 10281: 10280: 10275: 10269: 10263: 10257: 10251: 10249: 10245: 10244: 10242: 10241: 10236: 10231: 10226: 10223: 10220: 10214: 10212: 10208: 10207: 10205: 10204: 10199: 10194: 10189: 10187:Adjacency list 10184: 10178: 10176: 10172: 10171: 10166: 10165: 10158: 10151: 10143: 10137: 10136: 10128: 10127:External links 10125: 10124: 10123: 10106: 10100: 10085: 10079: 10064: 10058: 10043: 10025: 10019: 10004: 9998: 9981: 9978: 9975: 9974: 9960:10.1.1.67.2498 9953:(7): 673–693, 9937: 9922: 9866: 9815: 9794: 9774: 9753:(3): 514–550. 9728: 9717:(3): 566–579. 9707:Yannakakis, M. 9694: 9687: 9658: 9640: 9596: 9589: 9571: 9557: 9545:Plummer, M. D. 9541:Lovász, László 9529: 9508:(3): 514–550. 9488: 9459: 9452: 9422: 9411:(3): 309–325, 9390: 9383: 9349: 9342: 9316: 9309: 9275: 9264:(3): 177–185, 9248: 9221:(2): 141–157, 9196: 9178: 9150: 9114: 9078: 9036: 9017:(9): 2529–54. 8997: 8971:Bioinformatics 8961: 8916:(1): 363–376, 8896: 8862:Bioinformatics 8852: 8826: 8780: 8720: 8703: 8681: 8663: 8633: 8604: 8568: 8535:(3): 479–513. 8518:Yannakakis, M. 8501: 8465: 8447: 8427: 8406:(2): 127–151, 8381: 8357: 8273: 8272: 8270: 8267: 8265: 8264: 8255: 8249: 8243: 8237: 8231: 8225: 8216: 8210: 8203: 8201: 8198: 8197: 8196: 8185: 8181: 8174: 8171: 8169: 8166: 8165: 8162: 8159: 8157: 8154: 8153: 8150: 8128:directed graph 8107: 8102: 8098: 8094: 8091: 8086: 8082: 8061: 8056: 8052: 8048: 8045: 8040: 8036: 8013: 8009: 7986: 7982: 7943: 7939: 7935: 7932: 7910: 7906: 7902: 7897: 7893: 7870: 7866: 7862: 7859: 7839: 7834: 7830: 7826: 7823: 7820: 7817: 7812: 7808: 7787: 7784: 7781: 7778: 7775: 7772: 7767: 7763: 7742: 7739: 7736: 7733: 7730: 7727: 7724: 7675: 7674: 7625: 7623: 7616: 7610: 7607: 7573: 7570: 7567: 7564: 7553: 7552: 7541: 7538: 7535: 7532: 7529: 7525: 7518: 7514: 7509: 7505: 7501: 7496: 7491: 7488: 7485: 7481: 7457: 7454: 7451: 7448: 7445: 7423: 7419: 7394: 7390: 7385: 7364: 7353: 7352: 7341: 7336: 7332: 7328: 7325: 7322: 7317: 7313: 7309: 7304: 7300: 7296: 7270: 7267: 7264: 7261: 7258: 7255: 7252: 7240: 7237: 7200: 7196: 7192: 7189: 7184: 7180: 7176: 7173: 7147: 7143: 7120: 7116: 7095: 7092: 7089: 7086: 7083: 7080: 6999: 6979: 6976: 6973: 6970: 6951: 6948: 6933: 6929: 6925: 6920: 6916: 6895: 6892: 6889: 6869: 6849: 6838: 6837: 6826: 6823: 6818: 6814: 6810: 6805: 6801: 6797: 6792: 6788: 6764: 6753: 6752: 6741: 6738: 6735: 6732: 6727: 6723: 6719: 6714: 6710: 6706: 6701: 6697: 6673: 6653: 6629: 6626: 6623: 6620: 6617: 6614: 6594: 6574: 6563: 6562: 6551: 6548: 6545: 6542: 6539: 6536: 6533: 6528: 6524: 6520: 6517: 6514: 6511: 6508: 6505: 6502: 6497: 6493: 6489: 6486: 6483: 6480: 6477: 6474: 6471: 6466: 6462: 6458: 6455: 6452: 6449: 6446: 6443: 6440: 6435: 6431: 6427: 6424: 6421: 6418: 6415: 6412: 6409: 6404: 6400: 6396: 6393: 6390: 6387: 6384: 6381: 6378: 6373: 6369: 6365: 6362: 6359: 6345: 6344: 6333: 6330: 6327: 6324: 6321: 6318: 6315: 6310: 6306: 6302: 6299: 6296: 6293: 6290: 6287: 6284: 6279: 6275: 6271: 6268: 6265: 6262: 6259: 6256: 6253: 6248: 6244: 6240: 6237: 6234: 6231: 6228: 6225: 6222: 6217: 6213: 6209: 6206: 6203: 6200: 6197: 6194: 6191: 6186: 6182: 6178: 6175: 6172: 6169: 6166: 6163: 6160: 6155: 6151: 6147: 6144: 6141: 6118: 6106: 6103: 6071: 6070: 6059: 6056: 6051: 6046: 6041: 6037: 6033: 6008: 6005: 6002: 5982: 5962: 5942: 5931: 5930: 5917: 5913: 5909: 5904: 5900: 5879: 5876: 5873: 5859: 5858: 5845: 5842: 5839: 5836: 5832: 5828: 5825: 5820: 5816: 5812: 5809: 5795: 5794: 5781: 5777: 5773: 5770: 5765: 5761: 5757: 5754: 5731: 5711: 5708: 5705: 5685: 5661: 5648:, and also of 5630: 5627: 5624: 5604: 5580: 5565: 5564: 5550: 5546: 5542: 5537: 5533: 5512: 5509: 5506: 5479: 5470:The bijection 5468: 5467: 5454: 5451: 5448: 5445: 5441: 5437: 5434: 5429: 5425: 5421: 5418: 5395: 5375: 5361: 5360: 5349: 5346: 5343: 5340: 5337: 5311: 5308: 5305: 5296:, written as 5285: 5282: 5279: 5276: 5273: 5270: 5267: 5243: 5240: 5237: 5234: 5231: 5228: 5225: 5206: 5203: 5121: 5118: 5114: 5110: 5107: 5103: 5100: 5080: 5077: 5073: 5070: 5066: 5063: 5042: 5039: 5035: 5032: 5011: 5008: 5004: 5001: 4975:acyclic graphs 4966: 4963: 4950: 4944: 4940: 4937: 4934: 4931: 4928: 4925: 4922: 4919: 4916: 4912: 4910: 4907: 4906: 4903: 4900: 4897: 4892: 4888: 4884: 4879: 4875: 4871: 4864: 4861: 4857: 4851: 4847: 4842: 4838: 4837: 4834: 4830: 4825: 4822: 4818: 4794: 4790: 4783: 4779: 4774: 4751: 4748: 4745: 4741: 4720: 4715: 4712: 4708: 4704: 4701: 4698: 4678: 4675: 4658: 4651: 4644: 4637: 4608: 4605: 4604: 4603: 4591: 4585: 4581: 4578: 4575: 4572: 4569: 4566: 4563: 4560: 4557: 4553: 4551: 4548: 4547: 4544: 4539: 4535: 4531: 4528: 4525: 4520: 4516: 4508: 4505: 4501: 4499: 4496: 4495: 4492: 4487: 4483: 4479: 4476: 4473: 4468: 4464: 4456: 4453: 4449: 4447: 4444: 4441: 4440: 4437: 4433: 4428: 4425: 4421: 4397: 4392: 4389: 4385: 4381: 4378: 4375: 4366:respectively. 4355: 4350: 4346: 4342: 4339: 4319: 4314: 4310: 4306: 4303: 4281: 4277: 4253: 4250: 4245: 4242: 4238: 4227:if and only if 4213: 4208: 4204: 4200: 4195: 4190: 4186: 4179: 4174: 4170: 4166: 4161: 4156: 4152: 4129: 4125: 4121: 4116: 4111: 4107: 4084: 4080: 4053: 4049: 4022: 4018: 3997: 3973: 3968: 3964: 3957: 3952: 3948: 3944: 3941: 3936: 3932: 3905: 3901: 3886: 3885: 3873: 3867: 3863: 3860: 3857: 3854: 3851: 3848: 3845: 3842: 3839: 3835: 3833: 3830: 3829: 3824: 3820: 3816: 3811: 3807: 3799: 3796: 3792: 3790: 3787: 3786: 3783: 3779: 3774: 3771: 3767: 3743: 3738: 3735: 3731: 3727: 3724: 3721: 3695: 3692: 3689: 3669: 3664: 3660: 3653: 3647: 3642: 3638: 3634: 3629: 3625: 3621: 3618: 3615: 3595: 3590: 3586: 3579: 3576: 3570: 3565: 3561: 3557: 3552: 3548: 3544: 3541: 3538: 3526: 3523: 3434: 3433: 3422: 3419: 3416: 3411: 3406: 3401: 3397: 3393: 3373: 3372: 3361: 3358: 3353: 3349: 3345: 3340: 3336: 3332: 3327: 3323: 3319: 3316: 3311: 3307: 3283: 3278: 3274: 3270: 3250: 3245: 3241: 3237: 3217: 3195: 3191: 3176: 3175: 3164: 3160: 3156: 3153: 3150: 3145: 3141: 3137: 3132: 3128: 3124: 3121: 3118: 3113: 3109: 3105: 3102: 3099: 3095: 3091: 3088: 3085: 3082: 3055: 3052: 3049: 3038: 3037: 3026: 3022: 3018: 3015: 3012: 3009: 3006: 3001: 2997: 2993: 2990: 2987: 2983: 2959: 2937: 2933: 2929: 2926: 2911: 2910: 2898: 2895: 2891: 2888: 2884: 2881: 2878: 2875: 2872: 2869: 2866: 2863: 2860: 2857: 2854: 2850: 2847: 2826: 2823: 2820: 2815: 2812: 2809: 2805: 2801: 2797: 2794: 2773: 2769: 2766: 2762: 2758: 2755: 2751: 2748: 2745: 2742: 2739: 2734: 2730: 2726: 2723: 2720: 2697: 2692: 2688: 2684: 2681: 2678: 2656: 2652: 2631: 2602: 2601: 2590: 2586: 2582: 2579: 2576: 2573: 2570: 2567: 2564: 2561: 2558: 2555: 2552: 2549: 2546: 2543: 2540: 2537: 2534: 2530: 2526: 2521: 2517: 2504:is defined as 2493: 2490: 2487: 2465: 2461: 2427: 2423: 2400: 2396: 2384: 2383: 2372: 2369: 2366: 2363: 2358: 2354: 2350: 2347: 2344: 2339: 2335: 2331: 2326: 2322: 2318: 2315: 2312: 2307: 2303: 2299: 2296: 2293: 2276: 2275: 2264: 2261: 2256: 2252: 2248: 2245: 2242: 2237: 2233: 2229: 2226: 2223: 2200: 2197: 2194: 2191: 2188: 2185: 2182: 2160:subhypergraphs 2155: 2152: 2151: 2150: 2140: 2139: 2138: 2113: 2103: 2102: 2101: 2088: 2067: 2064: 2061: 2039: 2015: 1993: 1982: 1970: 1948: 1937: 1936: 1935: 1900: 1888: 1868: 1846: 1835: 1829: 1814: 1803: 1800: 1771: 1768: 1765: 1762: 1759: 1756: 1753: 1750: 1747: 1744: 1741: 1738: 1735: 1723: 1720: 1655: 1652: 1644: 1643: 1637: 1631: 1625: 1619: 1613: 1607: 1597: 1582: 1579: 1536:bioinformatics 1511: 1508: 1434:family of sets 1416: 1413: 1410: 1407: 1404: 1377: 1373: 1369: 1348: 1345: 1342: 1322: 1319: 1316: 1305:directed graph 1289: 1285: 1281: 1277: 1273: 1269: 1265: 1261: 1257: 1254: 1250: 1246: 1242: 1221: 1218: 1215: 1212: 1209: 1206: 1203: 1180: 1156: 1136: 1133: 1130: 1127: 1124: 1088: 1060: 1030: 1027: 1024: 1021: 1018: 1015: 1012: 992: 972: 936: 916: 913: 910: 907: 904: 853: 850: 847: 844: 841: 838: 835: 832: 829: 826: 823: 820: 801: 798: 795: 792: 789: 786: 783: 780: 777: 774: 771: 768: 765: 762: 743: 740: 737: 734: 731: 728: 725: 722: 719: 716: 697: 694: 691: 688: 685: 682: 679: 676: 673: 670: 651: 648: 645: 642: 639: 636: 633: 630: 627: 624: 621: 602: 599: 594: 590: 586: 581: 577: 573: 568: 564: 560: 555: 551: 547: 542: 538: 534: 531: 528: 508: 505: 502: 499: 496: 493: 490: 487: 484: 481: 478: 475: 472: 469: 466: 429: 426: 421: 417: 413: 394: 391: 386: 382: 378: 373: 369: 365: 360: 356: 352: 333: 330: 325: 321: 317: 312: 308: 304: 285: 282: 277: 273: 269: 264: 260: 256: 251: 247: 243: 240: 221: 218: 213: 209: 205: 200: 196: 192: 187: 183: 179: 174: 170: 166: 163: 160: 140: 135: 131: 127: 122: 118: 114: 109: 105: 101: 96: 92: 88: 83: 79: 75: 70: 66: 62: 57: 53: 49: 46: 43: 26: 9: 6: 4: 3: 2: 10608: 10597: 10594: 10592: 10589: 10587: 10584: 10583: 10581: 10566: 10563: 10561: 10558: 10557: 10555: 10551: 10545: 10542: 10540: 10537: 10535: 10532: 10530: 10527: 10525: 10522: 10521: 10519: 10515: 10509: 10506: 10504: 10501: 10499: 10496: 10494: 10491: 10489: 10486: 10484: 10481: 10479: 10476: 10474: 10471: 10469: 10466: 10464: 10461: 10459: 10456: 10454: 10451: 10449: 10446: 10445: 10443: 10441: 10437: 10429: 10426: 10425: 10423: 10419: 10416: 10415: 10414:Graph theory 10413: 10409: 10406: 10404: 10401: 10400: 10399: 10396: 10392: 10389: 10387: 10384: 10383: 10382: 10381:Combinatorics 10379: 10378: 10376: 10372: 10366: 10363: 10361: 10358: 10357: 10355: 10351: 10347: 10340: 10335: 10333: 10328: 10326: 10321: 10320: 10317: 10305: 10302: 10300: 10299:Graph drawing 10297: 10295: 10292: 10291: 10289: 10285: 10279: 10276: 10273: 10272:Newick format 10270: 10267: 10264: 10261: 10258: 10256: 10253: 10252: 10250: 10246: 10240: 10237: 10235: 10232: 10230: 10227: 10224: 10221: 10219: 10216: 10215: 10213: 10209: 10203: 10200: 10198: 10195: 10193: 10190: 10188: 10185: 10183: 10180: 10179: 10177: 10173: 10164: 10159: 10157: 10152: 10150: 10145: 10144: 10141: 10134: 10131: 10130: 10122: 10120: 10116: 10112: 10107: 10103: 10097: 10093: 10092: 10086: 10082: 10076: 10072: 10071: 10065: 10061: 10055: 10051: 10050: 10044: 10040: 10036: 10035: 10030: 10026: 10022: 10016: 10012: 10011: 10005: 10001: 9995: 9991: 9990: 9984: 9983: 9970: 9966: 9961: 9956: 9952: 9948: 9941: 9933: 9926: 9918: 9912: 9897: 9893: 9889: 9885: 9881: 9877: 9870: 9862: 9856: 9848: 9844: 9839: 9834: 9830: 9826: 9819: 9812: 9801: 9797: 9791: 9787: 9786: 9778: 9770: 9766: 9761: 9756: 9752: 9748: 9744: 9737: 9735: 9733: 9724: 9720: 9716: 9712: 9708: 9704: 9703:Tarjan, R. E. 9698: 9690: 9688:0-201-53771-0 9684: 9680: 9676: 9672: 9668: 9667:Abiteboul, S. 9662: 9654: 9647: 9645: 9626: 9622: 9618: 9614: 9607: 9600: 9592: 9590:0-7204-2450-X 9586: 9582: 9575: 9568: 9564: 9560: 9558:0-444-87916-1 9554: 9550: 9546: 9542: 9536: 9534: 9525: 9521: 9516: 9511: 9507: 9503: 9499: 9492: 9477: 9473: 9469: 9463: 9455: 9449: 9444: 9439: 9435: 9434: 9433:Graph Drawing 9426: 9418: 9414: 9410: 9406: 9405: 9400: 9394: 9386: 9380: 9375: 9370: 9366: 9365: 9364:Graph Drawing 9360: 9353: 9345: 9339: 9335: 9331: 9327: 9320: 9312: 9306: 9301: 9296: 9292: 9291: 9290:Graph Drawing 9286: 9279: 9271: 9267: 9263: 9259: 9252: 9234: 9229: 9224: 9220: 9216: 9215: 9207: 9200: 9185: 9181: 9175: 9171: 9167: 9166: 9161: 9154: 9145: 9140: 9136: 9132: 9128: 9121: 9119: 9109: 9104: 9100: 9096: 9092: 9085: 9083: 9064: 9060: 9056: 9049: 9048: 9040: 9032: 9028: 9024: 9020: 9016: 9012: 9008: 9001: 8994: 8990: 8985: 8980: 8976: 8972: 8965: 8951: 8947: 8943: 8939: 8935: 8931: 8927: 8923: 8919: 8915: 8911: 8907: 8900: 8893: 8889: 8884: 8879: 8875: 8871: 8867: 8863: 8856: 8849: 8845: 8841: 8837: 8830: 8823: 8819: 8815: 8811: 8807: 8803: 8799: 8795: 8791: 8784: 8777: 8773: 8769: 8765: 8761: 8757: 8753: 8749: 8744: 8739: 8736:(6): 066118, 8735: 8731: 8724: 8710: 8706: 8704:9780262256919 8700: 8696: 8692: 8685: 8670: 8666: 8660: 8656: 8652: 8648: 8644: 8637: 8619: 8615: 8611: 8607: 8601: 8597: 8593: 8586: 8585: 8577: 8575: 8573: 8554: 8550: 8546: 8542: 8538: 8534: 8530: 8523: 8519: 8516:; Maier, D.; 8515: 8508: 8506: 8490: 8486: 8482: 8478: 8477: 8469: 8454: 8450: 8444: 8440: 8439: 8431: 8423: 8419: 8414: 8409: 8405: 8401: 8400: 8395: 8391: 8385: 8376: 8371: 8367: 8361: 8343: 8339: 8335: 8331: 8327: 8323: 8319: 8315: 8311: 8307: 8303: 8299: 8295: 8288: 8281: 8279: 8274: 8259: 8256: 8253: 8250: 8247: 8244: 8241: 8238: 8235: 8232: 8229: 8226: 8220: 8217: 8214: 8211: 8208: 8205: 8204: 8183: 8179: 8172: 8167: 8160: 8155: 8148: 8140: 8139: 8138: 8136: 8131: 8129: 8125: 8121: 8100: 8096: 8089: 8084: 8080: 8054: 8050: 8043: 8038: 8034: 8011: 8007: 7984: 7980: 7969: 7967: 7963: 7962:partial order 7959: 7941: 7937: 7933: 7930: 7908: 7904: 7900: 7895: 7891: 7868: 7864: 7860: 7857: 7832: 7828: 7824: 7821: 7815: 7810: 7806: 7782: 7779: 7776: 7770: 7765: 7761: 7737: 7734: 7731: 7725: 7722: 7714: 7710: 7706: 7705:partial order 7701: 7699: 7695: 7691: 7687: 7683: 7671: 7668: 7660: 7650: 7646: 7642: 7636: 7635: 7631: 7626:This section 7624: 7620: 7615: 7614: 7606: 7604: 7600: 7596: 7592: 7589: 7587: 7568: 7562: 7536: 7530: 7527: 7523: 7516: 7512: 7507: 7503: 7499: 7494: 7489: 7486: 7483: 7479: 7471: 7470: 7469: 7455: 7452: 7449: 7446: 7443: 7421: 7417: 7409:generated by 7392: 7388: 7383: 7362: 7334: 7330: 7326: 7323: 7320: 7315: 7311: 7307: 7302: 7298: 7287: 7286: 7285: 7284: 7265: 7262: 7259: 7253: 7250: 7236: 7233: 7231: 7227: 7223: 7219: 7214: 7198: 7194: 7190: 7182: 7178: 7171: 7163: 7145: 7141: 7118: 7114: 7106:. Two edges 7093: 7090: 7084: 7078: 7070: 7066: 7062: 7058: 7055:Two vertices 7053: 7050: 7048: 7044: 7040: 7036: 7032: 7027: 7025: 7021: 7017: 7013: 6997: 6974: 6968: 6961: 6947: 6931: 6927: 6923: 6918: 6914: 6893: 6890: 6887: 6867: 6847: 6821: 6816: 6812: 6808: 6803: 6799: 6795: 6790: 6786: 6778: 6777: 6776: 6762: 6736: 6730: 6725: 6721: 6717: 6712: 6708: 6704: 6699: 6695: 6687: 6686: 6685: 6671: 6651: 6643: 6627: 6624: 6618: 6612: 6592: 6572: 6565:Then clearly 6543: 6540: 6537: 6531: 6526: 6522: 6518: 6512: 6509: 6506: 6500: 6495: 6491: 6487: 6481: 6478: 6475: 6469: 6464: 6460: 6456: 6450: 6447: 6444: 6438: 6433: 6429: 6425: 6419: 6416: 6413: 6407: 6402: 6398: 6394: 6388: 6385: 6382: 6376: 6371: 6367: 6360: 6357: 6350: 6349: 6348: 6325: 6322: 6319: 6313: 6308: 6304: 6300: 6294: 6291: 6288: 6282: 6277: 6273: 6269: 6263: 6260: 6257: 6251: 6246: 6242: 6238: 6232: 6229: 6226: 6220: 6215: 6211: 6207: 6201: 6198: 6195: 6189: 6184: 6180: 6176: 6170: 6167: 6164: 6158: 6153: 6149: 6142: 6139: 6132: 6131: 6130: 6116: 6102: 6100: 6096: 6092: 6088: 6084: 6080: 6076: 6073:A hypergraph 6057: 6054: 6049: 6044: 6039: 6035: 6031: 6022: 6021: 6020: 6006: 6003: 6000: 5993:, and writes 5980: 5960: 5940: 5915: 5911: 5907: 5902: 5898: 5877: 5874: 5871: 5864: 5863: 5862: 5840: 5834: 5830: 5826: 5818: 5814: 5807: 5800: 5799: 5798: 5779: 5775: 5771: 5763: 5759: 5752: 5745: 5744: 5743: 5729: 5709: 5706: 5703: 5696:, and writes 5683: 5675: 5659: 5651: 5647: 5642: 5628: 5625: 5622: 5602: 5594: 5578: 5570: 5548: 5544: 5540: 5535: 5531: 5510: 5507: 5504: 5497: 5496: 5495: 5493: 5477: 5449: 5443: 5439: 5435: 5427: 5423: 5416: 5409: 5408: 5407: 5393: 5373: 5366: 5347: 5341: 5338: 5335: 5328: 5327: 5326: 5325: 5309: 5306: 5303: 5280: 5277: 5274: 5268: 5265: 5257: 5238: 5235: 5232: 5226: 5223: 5216:A hypergraph 5214: 5212: 5209:A hypergraph 5202: 5198: 5196: 5192: 5187: 5181: 5179: 5174: 5172: 5168: 5164: 5160: 5156: 5152: 5148: 5147:GYO algorithm 5144: 5138: 5136: 5119: 5116: 5112: 5108: 5105: 5101: 5098: 5078: 5075: 5071: 5068: 5064: 5061: 5040: 5037: 5033: 5030: 5009: 5006: 5002: 4999: 4991: 4987: 4983: 4978: 4976: 4972: 4962: 4942: 4908: 4901: 4898: 4890: 4886: 4882: 4877: 4873: 4849: 4845: 4840: 4832: 4828: 4823: 4820: 4816: 4807: 4788: 4781: 4777: 4772: 4749: 4746: 4743: 4739: 4713: 4710: 4706: 4699: 4696: 4688: 4684: 4674: 4672: 4667: 4665: 4661: 4654: 4647: 4640: 4633: 4629: 4625: 4621: 4618: 4614: 4611:A hypergraph 4583: 4549: 4537: 4533: 4526: 4523: 4518: 4514: 4497: 4485: 4481: 4474: 4471: 4466: 4462: 4445: 4442: 4435: 4431: 4426: 4423: 4419: 4411: 4410: 4409: 4390: 4387: 4383: 4376: 4373: 4348: 4344: 4337: 4312: 4308: 4301: 4279: 4275: 4265: 4251: 4248: 4243: 4240: 4236: 4228: 4211: 4206: 4202: 4198: 4193: 4188: 4184: 4177: 4172: 4168: 4164: 4159: 4154: 4150: 4127: 4123: 4119: 4114: 4109: 4105: 4082: 4078: 4069: 4051: 4047: 4038: 4020: 4016: 3995: 3987: 3966: 3962: 3955: 3950: 3946: 3939: 3934: 3930: 3921: 3903: 3899: 3891: 3865: 3831: 3822: 3818: 3814: 3809: 3805: 3788: 3781: 3777: 3772: 3769: 3765: 3757: 3756: 3755: 3736: 3733: 3729: 3722: 3719: 3710: 3708: 3693: 3690: 3687: 3662: 3658: 3651: 3645: 3640: 3636: 3632: 3627: 3623: 3616: 3613: 3588: 3584: 3577: 3574: 3568: 3563: 3559: 3555: 3550: 3546: 3539: 3536: 3522: 3520: 3519:Gaifman graph 3516: 3512: 3508: 3504: 3499: 3497: 3493: 3489: 3485: 3481: 3477: 3473: 3469: 3465: 3461: 3458: 3454: 3450: 3446: 3442: 3439: 3420: 3417: 3414: 3409: 3404: 3399: 3395: 3391: 3382: 3381: 3380: 3378: 3359: 3351: 3347: 3343: 3338: 3334: 3330: 3325: 3321: 3314: 3309: 3305: 3297: 3296: 3295: 3276: 3272: 3243: 3239: 3215: 3193: 3189: 3181: 3162: 3158: 3151: 3148: 3143: 3139: 3135: 3130: 3126: 3122: 3119: 3116: 3111: 3107: 3100: 3097: 3093: 3089: 3086: 3083: 3080: 3073: 3072: 3071: 3069: 3053: 3050: 3047: 3024: 3020: 3013: 3010: 3007: 3004: 2999: 2995: 2988: 2985: 2981: 2973: 2972: 2971: 2957: 2935: 2931: 2927: 2924: 2916: 2889: 2886: 2882: 2879: 2873: 2870: 2867: 2864: 2861: 2858: 2852: 2848: 2845: 2824: 2818: 2813: 2810: 2807: 2803: 2799: 2795: 2792: 2767: 2764: 2760: 2756: 2753: 2749: 2746: 2740: 2732: 2728: 2721: 2718: 2711: 2710: 2709: 2690: 2686: 2679: 2676: 2654: 2650: 2629: 2621: 2616: 2614: 2613: 2609: 2588: 2584: 2574: 2571: 2568: 2565: 2562: 2559: 2556: 2553: 2550: 2547: 2544: 2541: 2535: 2532: 2528: 2524: 2519: 2515: 2507: 2506: 2505: 2491: 2488: 2485: 2463: 2459: 2450: 2449:subhypergraph 2445: 2443: 2425: 2421: 2398: 2394: 2370: 2361: 2356: 2352: 2348: 2345: 2342: 2337: 2333: 2329: 2324: 2320: 2316: 2313: 2310: 2305: 2301: 2294: 2291: 2284: 2283: 2282: 2281: 2262: 2254: 2250: 2246: 2243: 2240: 2235: 2231: 2224: 2221: 2214: 2213: 2212: 2195: 2192: 2189: 2183: 2180: 2171: 2169: 2165: 2161: 2148: 2144: 2141: 2136: 2135: 2130: 2126: 2125: 2123: 2122: 2117: 2114: 2111: 2107: 2104: 2099: 2086: 2065: 2062: 2059: 2051: 2037: 2028: 2027: 2013: 2005: 1991: 1983: 1968: 1960: 1946: 1938: 1933: 1932: 1927: 1926: 1921: 1920: 1918: 1917: 1912: 1908: 1904: 1901: 1886: 1866: 1858: 1844: 1836: 1833: 1830: 1827: 1824: 1821: 1818: 1815: 1812: 1809: 1808: 1807: 1799: 1795: 1793: 1789: 1784: 1766: 1763: 1760: 1757: 1754: 1751: 1748: 1745: 1742: 1739: 1736: 1719: 1715: 1712: 1708: 1707:planar graphs 1704: 1700: 1697: 1687: 1683: 1681: 1676: 1675:graph drawing 1671: 1665: 1660: 1651: 1649: 1641: 1638: 1635: 1632: 1629: 1626: 1623: 1620: 1617: 1614: 1611: 1608: 1605: 1601: 1598: 1595: 1592: 1591: 1590: 1588: 1578: 1576: 1572: 1567: 1565: 1561: 1557: 1553: 1549: 1545: 1541: 1537: 1533: 1529: 1525: 1521: 1517: 1507: 1505: 1501: 1500:homomorphisms 1497: 1492: 1490: 1486: 1482: 1478: 1474: 1470: 1466: 1462: 1457: 1455: 1451: 1447: 1442: 1440: 1439:universal set 1436: 1435: 1430: 1411: 1408: 1405: 1395: 1390: 1371: 1346: 1343: 1340: 1320: 1317: 1314: 1306: 1301: 1279: 1271: 1263: 1252: 1244: 1216: 1213: 1210: 1204: 1201: 1194: 1178: 1170: 1154: 1131: 1128: 1125: 1115: 1110: 1108: 1107: 1102: 1086: 1078: 1074: 1058: 1050: 1049: 1044: 1041:is called an 1028: 1025: 1019: 1016: 1013: 990: 970: 962: 958: 954: 950: 934: 911: 908: 905: 894: 889: 887: 883: 879: 875: 871: 842: 836: 830: 827: 824: 799: 790: 787: 784: 778: 772: 769: 766: 741: 732: 726: 720: 695: 686: 680: 674: 649: 640: 634: 628: 600: 592: 588: 584: 579: 575: 571: 566: 562: 558: 553: 549: 545: 540: 536: 529: 526: 503: 500: 497: 494: 491: 488: 485: 482: 479: 476: 473: 467: 464: 455: 446: 419: 415: 392: 384: 380: 376: 371: 367: 363: 358: 354: 331: 323: 319: 315: 310: 306: 283: 275: 271: 267: 262: 258: 254: 249: 245: 219: 211: 207: 203: 198: 194: 190: 185: 181: 177: 172: 168: 161: 158: 133: 129: 125: 120: 116: 112: 107: 103: 99: 94: 90: 86: 81: 77: 73: 68: 64: 60: 55: 51: 44: 41: 32: 19: 18:Gaifman graph 10553:Applications 10417: 10386:Block design 10266:LCF notation 10108: 10090: 10069: 10052:. Springer. 10048: 10032: 10029:"Hypergraph" 10009: 9992:. Elsevier. 9988: 9950: 9946: 9940: 9931: 9925: 9900:, retrieved 9883: 9879: 9869: 9831:(1): 69–79, 9828: 9824: 9818: 9810: 9804:. Retrieved 9785:Graph Theory 9784: 9777: 9750: 9746: 9714: 9710: 9697: 9678: 9661: 9652: 9632:. Retrieved 9612: 9599: 9580: 9574: 9548: 9505: 9501: 9491: 9480:. Retrieved 9471: 9462: 9432: 9425: 9408: 9402: 9393: 9363: 9352: 9325: 9319: 9289: 9285:Eades, Peter 9278: 9261: 9257: 9251: 9240:, retrieved 9218: 9212: 9199: 9188:, retrieved 9164: 9153: 9134: 9130: 9098: 9094: 9070:. Retrieved 9046: 9039: 9014: 9010: 9000: 8974: 8970: 8964: 8954:, retrieved 8913: 8909: 8899: 8865: 8861: 8855: 8839: 8835: 8829: 8797: 8793: 8783: 8733: 8729: 8723: 8713:, retrieved 8694: 8684: 8673:. Retrieved 8646: 8636: 8625:. Retrieved 8583: 8560:. Retrieved 8532: 8528: 8493:. Retrieved 8475: 8468: 8457:. Retrieved 8437: 8430: 8403: 8397: 8384: 8360: 8349:. Retrieved 8297: 8293: 8219:Factor graph 8132: 7970: 7702: 7694:term algebra 7682:ad infinitum 7681: 7678: 7663: 7657:January 2021 7654: 7639:Please help 7627: 7593: 7590: 7585: 7554: 7354: 7242: 7234: 7229: 7225: 7221: 7217: 7215: 7161: 7068: 7064: 7060: 7056: 7054: 7051: 7046: 7042: 7038: 7034: 7033:of a vertex 7030: 7028: 7024:k-hypergraph 7023: 7019: 7015: 7011: 6955: 6953: 6839: 6754: 6641: 6564: 6346: 6108: 6098: 6086: 6082: 6078: 6075:automorphism 6072: 5932: 5860: 5796: 5673: 5649: 5645: 5643: 5592: 5568: 5566: 5469: 5362: 5255: 5215: 5211:homomorphism 5208: 5199: 5186:Ronald Fagin 5182: 5175: 5139: 4982:Claude Berge 4979: 4968: 4808: 4680: 4668: 4663: 4656: 4649: 4642: 4635: 4631: 4627: 4623: 4619: 4612: 4610: 4266: 4067: 4036: 3985: 3887: 3711: 3528: 3518: 3515:primal graph 3514: 3510: 3507:clique graph 3506: 3502: 3500: 3495: 3491: 3487: 3483: 3479: 3471: 3467: 3463: 3456: 3452: 3448: 3444: 3440: 3435: 3374: 3179: 3177: 3067: 3039: 2914: 2912: 2619: 2617: 2611: 2607: 2605: 2603: 2448: 2446: 2385: 2279: 2277: 2172: 2167: 2163: 2159: 2157: 2142: 2132: 2131:is called a 2128: 2119: 2115: 2109: 2105: 2079: 2030: 1984: 1939: 1930: 1924: 1914: 1910: 1906: 1902: 1837: 1831: 1825: 1822: 1819: 1816: 1810: 1805: 1796: 1791: 1787: 1785: 1725: 1716: 1702: 1699:Venn diagram 1695: 1692: 1672: 1669: 1645: 1603: 1584: 1568: 1563: 1559: 1555: 1552:Apache Spark 1513: 1510:Applications 1493: 1488: 1484: 1477:simple games 1476: 1468: 1464: 1458: 1443: 1432: 1428: 1393: 1391: 1302: 1192: 1168: 1113: 1111: 1104: 1100: 1076: 1072: 1046: 1042: 960: 956: 952: 948: 892: 891:Formally, a 890: 880:in which an 873: 867: 10586:Hypergraphs 10424:Statistics 10304:Linked data 9671:Hull, R. B. 9615:: 306–312. 9101:: 293–306. 8512:Beeri, C.; 7067:are called 7029:The degree 6129:with edges 5646:equivalence 5492:isomorphism 5365:permutation 5178:linear time 5135:linear time 3984:called the 2708:. Formally 2478:induced by 2278:and having 2078:) is both 1903:2-colorable 1899:hyperedges. 1792:k-colorable 1711:NP-complete 1604:transversal 1465:range space 870:mathematics 10580:Categories 10453:Fano plane 10418:Hypergraph 10115:PlanetMath 10111:hypergraph 9980:References 9902:2018-10-13 9806:2021-06-12 9634:2018-09-02 9482:2022-04-27 9242:2010-05-17 9190:2010-05-17 9072:2021-01-20 8956:2017-09-22 8715:2021-07-24 8675:2021-01-20 8627:2021-01-08 8562:2021-01-03 8495:2021-01-20 8459:2021-06-12 8394:Welzl, Emo 8375:2002.05014 8351:2020-09-08 8240:Multigraph 8137:is simply 7239:Partitions 7230:transitive 5861:Note that 5674:equivalent 5406:such that 5256:isomorphic 3449:host graph 3377:involution 2442:index sets 1916:Property B 1817:Non-simple 1489:connectors 1485:hyperlinks 1450:Levi graph 1429:set system 895:is a pair 874:hypergraph 10403:Incidence 10274:for trees 10192:Edge list 10039:EMS Press 9955:CiteSeerX 9833:CiteSeerX 9675:Vianu, V. 9524:0004-5411 8743:0903.0419 8514:Fagin, R. 8338:199518871 8322:1077-2626 8314:1941-0506 8258:Petri Net 8124:bipartite 7934:∈ 7901:∈ 7861:∈ 7628:does not 7480:∑ 7453:≤ 7447:≤ 7324:⋯ 7283:partition 7172:ϕ 7162:symmetric 7079:ϕ 7069:symmetric 7043:k-regular 7020:k-uniform 6932:∗ 6924:≅ 6919:∗ 6891:≡ 6825:∅ 6809:∩ 6796:∩ 6755:In graph 6718:∩ 6705:∩ 6664:, vertex 6628:α 6613:ϕ 6544:δ 6538:β 6513:γ 6507:α 6482:α 6476:δ 6451:δ 6445:γ 6420:γ 6414:β 6389:β 6383:α 6050:∗ 6040:∗ 5941:π 5916:∗ 5908:≅ 5903:∗ 5875:≡ 5835:π 5808:ϕ 5753:ϕ 5730:ϕ 5707:≡ 5626:≅ 5549:∗ 5541:≃ 5536:∗ 5508:≃ 5478:ϕ 5444:π 5417:ϕ 5374:π 5345:→ 5336:ϕ 5324:bijection 5307:≃ 5151:confluent 5113:∈ 5076:∈ 5034:≠ 5003:≠ 4899:∈ 4789:∈ 4747:≤ 4524:∈ 4472:∈ 4443:− 4212:∗ 4199:∈ 4194:∗ 4173:∗ 4165:∈ 4160:∗ 4128:∗ 4120:∈ 4115:∗ 4083:∗ 4052:∗ 4021:∗ 3967:∗ 3951:∗ 3935:∗ 3920:incidence 3890:transpose 3815:∈ 3691:× 3652:… 3575:… 3503:2-section 3410:∗ 3400:∗ 3344:∈ 3331:∣ 3194:∗ 3149:⊆ 3123:∈ 3117:∣ 3084:× 3051:⊆ 3011:∈ 3005:∣ 2928:⊂ 2883:∪ 2874:⊆ 2868:∣ 2862:∈ 2822:∖ 2811:∈ 2804:⋃ 2750:∪ 2578:∅ 2575:≠ 2569:∩ 2557:∈ 2551:∣ 2545:∩ 2489:⊆ 2365:∅ 2362:≠ 2343:⊆ 2317:∈ 2311:∣ 2247:∈ 2241:∣ 2110:reduction 2063:≥ 1981:vertices. 1925:bipartite 1767:λ 1504:morphisms 1344:⊆ 1318:⊆ 1048:hyperedge 1026:∈ 10517:Theorems 10428:Blocking 10398:Geometry 9911:citation 9896:archived 9855:citation 9800:Archived 9677:(1995). 9625:Archived 9547:(1986), 9476:Archived 9233:archived 9184:archived 9063:Archived 9031:11290643 8993:19648139 8950:archived 8938:22692911 8892:23812989 8768:19658575 8709:archived 8669:Archived 8618:Archived 8553:Archived 8520:(1983). 8489:Archived 8453:Archived 8342:Archived 8330:31398121 8246:P system 8228:Greedoid 8207:BF-graph 8200:See also 7709:preorder 6950:Symmetry 6105:Examples 6089:)) is a 5650:equality 5120:′ 5109:′ 5072:′ 5041:′ 5010:′ 4687:adjacent 4008:, where 3379:, i.e., 2890:′ 2849:′ 2796:′ 2768:′ 2757:′ 2440:are the 2280:edge set 2050:-partite 2004:-partite 1959:-uniform 1931:balanced 1857:-regular 1823:multiple 1709:, it is 1587:theorems 1496:category 1106:codomain 1099:as its 961:elements 953:vertices 927:, where 886:vertices 10229:GraphML 10133:PAOHVis 10041:, 2001 9567:0859549 8946:7432373 8918:Bibcode 8883:3694678 8802:Bibcode 8776:6391099 8748:Bibcode 8614:5130573 8549:2418740 8422:0884223 7649:removed 7634:sources 7016:uniform 6085:,  5973:equals 5143:chordal 4634:, and ( 3918:of the 3482:and of 3460:induces 2143:Laminar 2134:matroid 2106:Reduced 1079:, and 10374:Fields 10098:  10077:  10056:  10017:  9996:  9957:  9835:  9792:  9769:597990 9767:  9685:  9587:  9565:  9555:  9522:  9450:  9381:  9340:  9307:  9176:  9029:  8991:  8944:  8936:  8890:  8880:  8822:432036 8820:  8774:  8766:  8701:  8661:  8612:  8602:  8547:  8445:  8420:  8336:  8328:  8320:  8312:  7707:nor a 7555:where 5363:and a 4971:cycles 4965:Cycles 4867:  4806:with 4511:  4459:  4408:where 4181:  4097:. For 4066:is an 4035:is an 3959:  3802:  3754:where 3655:  3649:  3581:  3572:  3294:where 3066:, the 2386:where 2029:Every 1832:Simple 1469:ranges 1191:. The 1167:. The 1077:domain 957:points 449:edges. 10262:(GML) 10239:XGMML 10222:DotML 9765:S2CID 9628:(PDF) 9609:(PDF) 9236:(PDF) 9209:(PDF) 9066:(PDF) 9051:(PDF) 9027:S2CID 8942:S2CID 8818:S2CID 8772:S2CID 8738:arXiv 8621:(PDF) 8610:S2CID 8588:(PDF) 8556:(PDF) 8545:S2CID 8525:(PDF) 8370:arXiv 8345:(PDF) 8334:S2CID 8310:eISSN 8290:(PDF) 8269:Notes 7698:terms 6091:group 4988:(the 3447:is a 2784:with 1811:Empty 1662:This 1585:Many 1471:. In 1431:or a 959:, or 949:nodes 878:graph 10508:Dual 10225:GEXF 10218:DGML 10096:ISBN 10075:ISBN 10054:ISBN 10015:ISBN 9994:ISBN 9917:link 9861:link 9790:ISBN 9683:ISBN 9585:ISBN 9553:ISBN 9520:ISSN 9448:ISBN 9379:ISBN 9338:ISBN 9305:ISBN 9174:ISBN 8989:PMID 8934:PMID 8888:PMID 8764:PMID 8699:ISBN 8659:ISBN 8600:ISBN 8443:ISBN 8326:PMID 8318:ISSN 8072:and 7999:and 7883:and 7798:and 7632:any 7630:cite 7220:(or 7133:and 7059:and 7031:d(v) 6958:rank 6954:The 6860:and 6642:etc. 6585:and 6347:and 6081:(= ( 5797:and 5742:has 5155:ears 5091:and 4973:and 4626:and 4330:and 4142:and 3986:dual 3888:The 3606:and 3529:Let 3505:(or 3501:The 3451:for 3180:dual 3178:The 2913:The 2837:and 2413:and 2173:Let 2166:and 1928:and 1909:and 1112:The 1101:head 1073:tail 1043:edge 963:and 882:edge 872:, a 519:and 151:and 10255:DOT 10234:GXL 10113:on 9965:doi 9888:doi 9843:doi 9755:doi 9719:doi 9617:doi 9510:doi 9438:doi 9413:doi 9369:doi 9330:doi 9295:doi 9266:doi 9223:doi 9139:doi 9103:doi 9099:658 9055:doi 9019:doi 8979:doi 8926:doi 8878:PMC 8870:doi 8844:doi 8810:doi 8756:doi 8651:doi 8592:doi 8537:doi 8481:doi 8408:doi 8302:doi 7643:by 7063:of 7041:is 7018:or 6101:). 5676:to 5672:is 5595:to 5591:is 5386:of 5254:is 5169:of 4662:in 4641:, 3988:of 3490:of 3478:of 3208:of 2618:An 2610:to 1820:(or 1502:as 1487:or 1392:An 1333:or 1103:or 1075:or 1045:or 868:In 10582:: 10037:, 10031:, 9963:, 9951:10 9949:, 9913:}} 9909:{{ 9894:, 9884:26 9878:, 9857:}} 9853:{{ 9841:, 9827:, 9809:. 9798:. 9763:. 9751:30 9749:. 9745:. 9731:^ 9715:13 9713:. 9705:; 9673:; 9669:; 9643:^ 9623:. 9611:. 9563:MR 9561:, 9543:; 9532:^ 9518:. 9506:30 9504:. 9500:. 9474:. 9470:. 9446:, 9409:11 9407:, 9377:, 9336:, 9303:, 9262:34 9260:, 9231:, 9219:10 9217:, 9211:, 9182:, 9168:, 9162:, 9135:42 9133:. 9129:. 9117:^ 9097:. 9093:. 9081:^ 9061:. 9025:. 9015:61 9013:. 9009:. 8987:, 8975:25 8973:, 8948:, 8940:, 8932:, 8924:, 8914:22 8912:, 8908:, 8886:, 8876:, 8866:29 8864:, 8840:44 8838:, 8816:, 8808:, 8798:7S 8796:, 8792:, 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2399:v 2395:I 2371:, 2368:} 2357:i 2353:e 2349:, 2346:X 2338:i 2334:e 2330:, 2325:e 2321:I 2314:i 2306:i 2302:e 2298:{ 2295:= 2292:E 2263:, 2260:} 2255:v 2251:I 2244:i 2236:i 2232:x 2228:{ 2225:= 2222:X 2199:) 2196:E 2193:, 2190:X 2187:( 2184:= 2181:H 2149:. 2137:. 2087:k 2066:2 2060:k 2038:k 2014:k 1992:k 1969:k 1947:k 1934:. 1911:V 1907:U 1887:d 1867:d 1845:d 1826:) 1788:k 1770:} 1764:, 1761:. 1758:. 1755:. 1752:, 1749:3 1746:, 1743:2 1740:, 1737:1 1734:{ 1703:n 1696:n 1642:. 1630:; 1624:; 1612:; 1596:; 1564:k 1560:k 1415:) 1412:E 1409:, 1406:X 1403:( 1376:| 1372:e 1368:| 1347:X 1341:D 1321:X 1315:C 1288:) 1284:| 1280:C 1276:| 1272:, 1268:| 1264:D 1260:| 1256:( 1253:= 1249:| 1245:e 1241:| 1220:) 1217:C 1214:, 1211:D 1208:( 1205:= 1202:e 1179:E 1155:X 1135:) 1132:E 1129:, 1126:X 1123:( 1087:C 1059:D 1029:E 1023:) 1020:C 1017:, 1014:D 1011:( 991:X 971:E 935:X 915:) 912:E 909:, 906:X 903:( 852:} 849:) 846:} 843:6 840:{ 837:, 834:} 831:5 828:, 825:3 822:{ 819:( 800:, 797:) 794:} 791:5 788:, 785:4 782:{ 779:, 776:} 773:3 770:, 767:2 764:{ 761:( 742:, 739:) 736:} 733:1 730:{ 727:, 724:} 721:3 718:{ 715:( 696:, 693:) 690:} 687:3 684:{ 681:, 678:} 675:2 672:{ 669:( 650:, 647:) 644:} 641:2 638:{ 635:, 632:} 629:1 626:{ 623:( 620:{ 601:= 598:} 593:5 589:a 585:, 580:4 576:a 572:, 567:3 563:a 559:, 554:2 550:a 546:, 541:1 537:a 533:{ 530:= 527:E 507:} 504:6 501:, 498:5 495:, 492:4 489:, 486:3 483:, 480:2 477:, 474:1 471:{ 468:= 465:X 428:} 425:} 420:4 416:v 412:{ 393:, 390:} 385:6 381:v 377:, 372:5 368:v 364:, 359:3 355:v 351:{ 332:, 329:} 324:3 320:v 316:, 311:2 307:v 303:{ 284:, 281:} 276:3 272:v 268:, 263:2 259:v 255:, 250:1 246:v 242:{ 239:{ 220:= 217:} 212:4 208:e 204:, 199:3 195:e 191:, 186:2 182:e 178:, 173:1 169:e 165:{ 162:= 159:E 139:} 134:7 130:v 126:, 121:6 117:v 113:, 108:5 104:v 100:, 95:4 91:v 87:, 82:3 78:v 74:, 69:2 65:v 61:, 56:1 52:v 48:{ 45:= 42:X 20:)

Index

Gaifman graph

PAOH visualization of a hypergraph

mathematics
graph
edge
vertices
hyperedge
codomain
directed graph
family of sets
universal set
incidence structures
Levi graph
bipartite graph
computational geometry
cooperative game
social choice theory
category
homomorphisms
morphisms
Steiner tree problems
machine learning
regularization (mathematics)
recommender system
image retrieval
bioinformatics
spectral clustering
spectral graph theory

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