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Perfect 1-k Matchings of Bipartite Graphs
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作者 Wenduan Dai Yan Liu Yanfang Wu 《Open Journal of Discrete Mathematics》 2024年第4期43-53,共11页
Let k be a positive integer and G a bipartite graph with bipartition (X,Y). A perfect 1-k matching is an edge subset M of G such that each vertex in Y is incident with exactly one edge in M and each vertex in X is inc... Let k be a positive integer and G a bipartite graph with bipartition (X,Y). A perfect 1-k matching is an edge subset M of G such that each vertex in Y is incident with exactly one edge in M and each vertex in X is incident with exactly k edges in M. A perfect 1-k matching is an optimal semi-matching related to the load-balancing problem, where a semi-matching is an edge subset M such that each vertex in Y is incident with exactly one edge in M, and a vertex in X can be incident with an arbitrary number of edges in M. In this paper, we give three sufficient and necessary conditions for the existence of perfect 1-k matchings and for the existence of 1-k matchings covering | X |−dvertices in X, respectively, and characterize k-elementary bipartite graph which is a graph such that the subgraph induced by all k-allowed edges is connected, where an edge is k-allowed if it is contained in a perfect 1-k matching. 展开更多
关键词 Bipartite graph Semi-Matching Perfect 1-k Matching k-Elementary graph
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Circular L(j,k)-labeling numbers of trees and products of graphs 被引量:3
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作者 吴琼 林文松 《Journal of Southeast University(English Edition)》 EI CAS 2010年第1期142-145,共4页
Let j, k and m be three positive integers, a circular m-L(j, k)-labeling of a graph G is a mapping f: V(G)→{0, 1, …, m-1}such that f(u)-f(v)m≥j if u and v are adjacent, and f(u)-f(v)m≥k if u and v are... Let j, k and m be three positive integers, a circular m-L(j, k)-labeling of a graph G is a mapping f: V(G)→{0, 1, …, m-1}such that f(u)-f(v)m≥j if u and v are adjacent, and f(u)-f(v)m≥k if u and v are at distance two,where a-bm=min{a-b,m-a-b}. The minimum m such that there exists a circular m-L(j, k)-labeling of G is called the circular L(j, k)-labeling number of G and is denoted by σj, k(G). For any two positive integers j and k with j≤k,the circular L(j, k)-labeling numbers of trees, the Cartesian product and the direct product of two complete graphs are determined. 展开更多
关键词 circular L(j k)-labeling number TREE Cartesian product of graphs direct product of graphs
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基于主题词向量中心点的K-means文本聚类算法
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作者 季铎 刘云钊 +1 位作者 彭如香 孔华锋 《计算机应用与软件》 北大核心 2024年第10期282-286,318,共6页
K-means由于其时间复杂度低运行速度快一直是最为流行的聚类算法之一,但是该算法在进行聚类时需要预先给出聚类个数和初始类中心点,其选取得合适与否会直接影响最终聚类效果。该文对初始类中心和迭代类中心的选取进行大量研究,根据决策... K-means由于其时间复杂度低运行速度快一直是最为流行的聚类算法之一,但是该算法在进行聚类时需要预先给出聚类个数和初始类中心点,其选取得合适与否会直接影响最终聚类效果。该文对初始类中心和迭代类中心的选取进行大量研究,根据决策图进行初始类中心的选择,利用每个类簇的主题词向量替代均值作为迭代类中心。实验表明,该文的初始点选取方法能够准确地选取初始点,且利用主题词向量作为迭代类中心能够很好地避免噪声点和噪声特征的影响,很大程度上地提高了K-means算法的性能。 展开更多
关键词 k-MEANS 初始点 决策图 迭代类中心 主题词向量
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k阶采样和图注意力网络的知识图谱表示模型
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作者 刘文杰 姚俊飞 陈亮 《计算机工程与应用》 CSCD 北大核心 2024年第2期113-120,共8页
知识图谱表示(KGE)旨在将知识图谱中的实体和关系映射到低维度向量空间而获得其向量表示。现有的KGE模型只考虑一阶近邻,这影响了知识图谱中推理和预测任务的准确性。为了解决这一问题,提出了一种基于k阶采样算法和图注意力网络的KGE模... 知识图谱表示(KGE)旨在将知识图谱中的实体和关系映射到低维度向量空间而获得其向量表示。现有的KGE模型只考虑一阶近邻,这影响了知识图谱中推理和预测任务的准确性。为了解决这一问题,提出了一种基于k阶采样算法和图注意力网络的KGE模型。k阶采样算法通过聚集剪枝子图中的k阶邻域来获取中心实体的邻居特征。引入图注意力网络来学习中心实体邻居的注意力值,通过邻居特征加权和得到新的实体向量表示。利用ConvKB作为解码器来分析三元组的全局表示特征。在WN18RR、FB15k-237、NELL-995、Kinship数据集上的评价实验表明,该模型在链接预测任务上的性能明显优于最新的模型。此外,还讨论了阶数k和采样系数b的改变对模型命中率的影响。 展开更多
关键词 知识图谱表示 k阶采样算法 图注意力网络 剪枝子图 链接预测
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A result on quasi k-connected graphs 被引量:1
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作者 YANG Ying-qiu 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2015年第2期245-252,共8页
Let G be a k-connected graph, and T be a subset of V(G). If G-T is not connected,then T is said to be a cut-set of G. A k-cut-set T of G is a cut-set of G with │T│=k. Let T bea k-cut-set of a k-connected graph G. ... Let G be a k-connected graph, and T be a subset of V(G). If G-T is not connected,then T is said to be a cut-set of G. A k-cut-set T of G is a cut-set of G with │T│=k. Let T bea k-cut-set of a k-connected graph G. If G - T can be partitioned into subgraphs G1 and G2such that │G1│≥ 2, │G2│ 〉 2, then we call T a nontrivial k-cut-set of G. Suppose that G is a(k-1)-connected graph without nontrivial (k - 1)-cut-set. Then we call G a quasi k-connectedgraph. In this paper, we prove that for any integer k ≥ 5, if G is a k-connected graph withoutK4-, then every vertex of G is incident with an edge whose contraction yields a quasi k-connectedgraph, and so there are at least │V(G)│/2 edges of G such that the contraction of every member ofthem results in a quasi k-connected graph. 展开更多
关键词 COMPONENT k-connected graph quasi k-connected graph.
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Construction of uniquely vertex k-colorable graphs with minimum possible size 被引量:1
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作者 赵敏 康丽英 《Journal of Shanghai University(English Edition)》 CAS 2007年第5期449-450,共2页
Abstract It was shown that a uniquely vertex k-colorable graph of order n has minimum size n(k - 1) - (^k2), and a uniquely vertex 3-colorable extremal graph with the minimum degree 3 can be constructed. In this n... Abstract It was shown that a uniquely vertex k-colorable graph of order n has minimum size n(k - 1) - (^k2), and a uniquely vertex 3-colorable extremal graph with the minimum degree 3 can be constructed. In this note, we construct-an infinite familyof uniquely vertex k-colorable graphs of the order n, the size n(k - 1) - (^k2) and the minimum degree k by using a recursion method. 展开更多
关键词 graph k-colorable uniquely vertex k-colorable graphs.
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The Rupture Degree of Graphs with k-Tree 被引量:1
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作者 Yinkui Li Qingning Wang Xiaoling Wang 《Open Journal of Discrete Mathematics》 2016年第2期105-107,共3页
A k-tree of a connected graph G is a spanning tree with maximum degree at most k. The rupture degree for a connected graph G is defined by , where and , respectively, denote the order of the largest component and numb... A k-tree of a connected graph G is a spanning tree with maximum degree at most k. The rupture degree for a connected graph G is defined by , where and , respectively, denote the order of the largest component and number of components in . In this paper, we show that for a connected graph G, if  for any cut-set , then G has a k-tree. 展开更多
关键词 The Rupture Degree k-TREE Induced graph
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SIHC:一种高效的时态图上k-core查询算法
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作者 周军锋 王春花 +1 位作者 杜明 陈子阳 《计算机学报》 EI CAS CSCD 北大核心 2024年第5期1045-1064,共20页
许多实体之间的关系可以建模为时态图,其中每条边都与表示其发生的时间相关联,k-core是捕获密集子图的基本模型,在近些年得到了广泛研究.给定时间区间I=[s,e]和k值,时态图G上的k-core子图查询从区间I对应的快照图GI中返回相应的k-core子... 许多实体之间的关系可以建模为时态图,其中每条边都与表示其发生的时间相关联,k-core是捕获密集子图的基本模型,在近些年得到了广泛研究.给定时间区间I=[s,e]和k值,时态图G上的k-core子图查询从区间I对应的快照图GI中返回相应的k-core子图.针对时态图中的k-core子图查询问题,现有方法是基于PHC索引(Pruned Historical Core-Index)的算法.对任意可能的k值,PHC索引维护了所有可能出现在某个时间区间的k-core子图中的顶点集Sk,且为集合中每个顶点存储了一组时间区间,用于判定该点是否属于给定时间区间的k-core子图.基于PHC索引查询k-core子图时,需要访问Sk集合中的所有顶点,并判断每个顶点的可满足性.由于Sk集合对应于最大区间快照图的k-core子图里的所有顶点,且实际中用户查询区间对应的快照图往往比最大区间快照图小得多,基于PHC索引的查询算法存在许多无效判断,需要对大量不在结果集中的顶点进行检测,且无效检测次数随着查询区间的缩短而增多,从而导致算法效率较低.针对该问题,本文提出一种新的索引,即最短区间历史核索引SIHC(Shortest Interval Historical Core Index).SIHC索引的基本思想是通过维护最短k核区间到顶点的倒排表,查询处理时,可基于用户给定的时间区间定位到SIHC索引中满足条件的区间,进而直接得到满足条件的k-core子图中的顶点,从而避免了基于PHC索引进行查询时所需的大量无效判断.我们从理论上证明了基于SIHC索引处理时态图上k-core子图查询的正确性,并设计了高效的索引构建算法.最后,基于真实世界的时态图进行了实验,实验结果表明本文提出的算法比现有算法快1~2个数量级. 展开更多
关键词 图数据管理 时态图 密集子图 k-core 最短k核区间
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Graph Ranked Clustering Based Biomedical Text Summarization Using Top k Similarity
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作者 Supriya Gupta Aakanksha Sharaff Naresh Kumar Nagwani 《Computer Systems Science & Engineering》 SCIE EI 2023年第6期2333-2349,共17页
Text Summarization models facilitate biomedical clinicians and researchers in acquiring informative data from enormous domain-specific literature within less time and effort.Evaluating and selecting the most informati... Text Summarization models facilitate biomedical clinicians and researchers in acquiring informative data from enormous domain-specific literature within less time and effort.Evaluating and selecting the most informative sentences from biomedical articles is always challenging.This study aims to develop a dual-mode biomedical text summarization model to achieve enhanced coverage and information.The research also includes checking the fitment of appropriate graph ranking techniques for improved performance of the summarization model.The input biomedical text is mapped as a graph where meaningful sentences are evaluated as the central node and the critical associations between them.The proposed framework utilizes the top k similarity technique in a combination of UMLS and a sampled probability-based clustering method which aids in unearthing relevant meanings of the biomedical domain-specific word vectors and finding the best possible associations between crucial sentences.The quality of the framework is assessed via different parameters like information retention,coverage,readability,cohesion,and ROUGE scores in clustering and non-clustering modes.The significant benefits of the suggested technique are capturing crucial biomedical information with increased coverage and reasonable memory consumption.The configurable settings of combined parameters reduce execution time,enhance memory utilization,and extract relevant information outperforming other biomedical baseline models.An improvement of 17%is achieved when the proposed model is checked against similar biomedical text summarizers. 展开更多
关键词 Biomedical text summarization UMLS BioBERT SDPMM clustering top k similarity PPF HITS page rank graph ranking
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k-树图的2-完全独立生成树的存在性
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作者 张莹琪 李京京 +1 位作者 徐美进 陈晓东 《辽宁工业大学学报(自然科学版)》 2024年第5期347-350,共4页
为了刻画k-树图的Hamilton性的相关结构特性,本文利用2-完全独立生成树的判定条件,并结合k-树图自身的结构性质,证明了1-树图,2-树图不含有2-完全独立生成树;此外,一个k-树图包含2-完全独立生成树当且仅当G≠K_(3),k≥3。研究表明,k-树... 为了刻画k-树图的Hamilton性的相关结构特性,本文利用2-完全独立生成树的判定条件,并结合k-树图自身的结构性质,证明了1-树图,2-树图不含有2-完全独立生成树;此外,一个k-树图包含2-完全独立生成树当且仅当G≠K_(3),k≥3。研究表明,k-树图的2-完全独立生成树的存在性仅取决于k值。 展开更多
关键词 k-树图 2-完全独立生成树 弦图
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Minus total k-subdomination in graphs
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作者 段铸荣 单而芳 +1 位作者 李明松 吴卫国 《Journal of Shanghai University(English Edition)》 CAS 2009年第5期417-422,共6页
Let G = (V,E) be a simple graph without isolated vertices. For positive integer k, a 3-valued function f : V → {-1,0,1} is said to be a minus total k-subdominating function (MTkSF) if sum from (u∈N(v)) to f(u)≥1 fo... Let G = (V,E) be a simple graph without isolated vertices. For positive integer k, a 3-valued function f : V → {-1,0,1} is said to be a minus total k-subdominating function (MTkSF) if sum from (u∈N(v)) to f(u)≥1 for at least k vertices v in G, where N(v) is the open neighborhood of v. The minus total k-subdomination number γkt(G) equals the minimum weight of an MTkSF on G. In this paper, the values on the minus total k-subdomination number of some special graphs are investigated. Several lower bounds on γkt of general graphs and trees are obtained. 展开更多
关键词 minus total k-subdomination PATH complete graph complete bipartite graph BOUND
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K_(1,k)-FACTORIZATION OF BIPARTITE GRAPHS 被引量:2
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作者 DU BEILIANG 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 1997年第4期121-126,共6页
In this paper, a necessary condition for a bipartite graph λK m,n to be K 1,k factorizable and a sufficient condition for kK m,n to have a K 1,k factorization whenever k is a prime numbe... In this paper, a necessary condition for a bipartite graph λK m,n to be K 1,k factorizable and a sufficient condition for kK m,n to have a K 1,k factorization whenever k is a prime number are given. 展开更多
关键词 Bipartite graph k1 k-factor k1 k-factorization
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Remarks on the Complexity of Signed k-Domination on Graphs
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作者 Chuan-Min Lee Cheng-Chien Lo +3 位作者 Rui-Xin Ye Xun Xu Xiao-Han Shi Jia-Ying Li 《Journal of Applied Mathematics and Physics》 2015年第1期32-37,共6页
This paper is motivated by the concept of the signed k-domination problem and dedicated to the complexity of the problem on graphs. For any fixed nonnegative integer k, we show that the signed k-domination problem is ... This paper is motivated by the concept of the signed k-domination problem and dedicated to the complexity of the problem on graphs. For any fixed nonnegative integer k, we show that the signed k-domination problem is NP-complete for doubly chordal graphs. For strongly chordal graphs and distance-hereditary graphs, we show that the signed k-domination problem can be solved in polynomial time. We also show that the problem is linear-time solvable for trees, interval graphs, and chordal comparability graphs. 展开更多
关键词 graph Algorithm SIGNED k-DOMINATION STRONGLY Chordal graph Tree Fixed Parameter Tractable
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On the Signless Laplacian Spectral Radius of C4-free k-cyclic Graphs
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作者 KONG Qi WANG Li-gong 《Chinese Quarterly Journal of Mathematics》 2017年第3期238-245,共8页
A k-cyclic graph is a connected graph of order n and size n + k-1. In this paper, we determine the maximal signless Laplacian spectral radius and the corresponding extremal graph among all C_4-free k-cyclic graphs of ... A k-cyclic graph is a connected graph of order n and size n + k-1. In this paper, we determine the maximal signless Laplacian spectral radius and the corresponding extremal graph among all C_4-free k-cyclic graphs of order n. Furthermore, we determine the first three unicycles and bicyclic, C_4-free graphs whose spectral radius of the signless Laplacian is maximal. Similar results are obtained for the(combinatorial) 展开更多
关键词 k-cyclic graph C4-free signless Laplacian spectral radius Laplacian spectral radius
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基于平衡分层K均值的正交无监督大型图嵌入降维算法
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作者 张志丽 古晓明 王文晶 《计算机应用与软件》 北大核心 2024年第9期348-356,362,共10页
为了降低大规模数据集降维的计算代价,提出一种基于平衡分层K均值的正交无监督图嵌入降维方法。该文给出局部保持投影和谱回归等价的充分必要条件;基于平衡分层K-means的锚生成策略,构建加快局部保持投影求解过程的特殊相似矩阵;再结合... 为了降低大规模数据集降维的计算代价,提出一种基于平衡分层K均值的正交无监督图嵌入降维方法。该文给出局部保持投影和谱回归等价的充分必要条件;基于平衡分层K-means的锚生成策略,构建加快局部保持投影求解过程的特殊相似矩阵;再结合正交约束,提出正交化无监督大型图嵌入降维方法;在几种公开数据集上进行扩展实验,结果表明提出的方法能够对大规模数据集实现高效快速的降维。 展开更多
关键词 数据降维 平衡分层k均值 局部保持投影 无监督大型图嵌入
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The Edge Connectivities of Total P_(k)-graphs
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作者 HAO Chen TAN Li ZHUANG Wei 《广西师范学院学报(自然科学版)》 2013年第3期8-12,共5页
The P_(k)-path graph P_(k)(G)corresponding to a graph G has for vertices the set of all paths of length k in G.Two vertices are joined by an edge if and only if the intersection of the corresponding paths forms a path... The P_(k)-path graph P_(k)(G)corresponding to a graph G has for vertices the set of all paths of length k in G.Two vertices are joined by an edge if and only if the intersection of the corresponding paths forms a path of length k-1 in G,and their union forms either a cycle or a path of length k+1.Let Ek={(v,p),p E V(P_(k)(G)),v is an end vertex of p in G},we define total P_(k)-graphs T_(k)(G)as Yk(G)=(V(G)UV(P_(k)(G)),E(G)U E(PI(G))U Ek).In this note,we introduce total P,-graphs Th(G)and study their edge connectivity,as the generaliza-tion of total graphs. 展开更多
关键词 edge connectivity total graph path graphl total P_(k)-graph
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The k-Diameter of a Kind of Circulant Graph
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作者 张先迪 《Journal of Electronic Science and Technology of China》 2004年第4期72-75,共4页
The diameter of a graph G is the maximal distance between pairs of vertices of G. When a network is modeled as a graph,diameter is a measurement for maximum transmission delay. The k-diameter dk(G) of a graph G, which... The diameter of a graph G is the maximal distance between pairs of vertices of G. When a network is modeled as a graph,diameter is a measurement for maximum transmission delay. The k-diameter dk(G) of a graph G, which deals with k internally disjoint paths between pairs of vertices of G, is a extension of the diameter of G. It has widely studied in graph theory and computer science. The circulant graph is a group-theoretic model of a class of symmetric interconnection network. Let Cn(i, n / 2) be a circulant graph of order n whose spanning elements are i and n / 2, where n≥4 and n is even. In this paper, the diameter, 2-diameter and 3-diameter of the Cn(i, n / 2) are all obtained if gcd(n,i)=1, where the symbol gcd(n,i) denotes the maximum common divisor of n and i. 展开更多
关键词 DISTANCE DIAMETER k-distance k-diameter circulant graph
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k-Diameter of Circulant Graph with Degree 3
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作者 张先迪 李曼荔 《Journal of Electronic Science and Technology of China》 2005年第3期280-283,共4页
Parameters k-distance and k-diameter are extension of the distance and the diameter in graph theory. In this paper, the k-distance dk (x,y) between the any vertices x and y is first obtained in a connected circulant... Parameters k-distance and k-diameter are extension of the distance and the diameter in graph theory. In this paper, the k-distance dk (x,y) between the any vertices x and y is first obtained in a connected circulant graph G with order n (n is even) and degree 3 by removing some vertices from the neighbour set of the x. Then, the k-diameters of the connected circulant graphs with order n and degree 3 are given by using the k-diameter dk (x,y). 展开更多
关键词 DISTANCE DIAMETER k-distance k-diameter circulant graph
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k 连通非正则图的 A_(α) 谱半径
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作者 李翔宇 张海霞 《太原科技大学学报》 2024年第5期520-525,共6页
设G为n个顶点m条边的k连通非正则图,图G的A_(α)矩阵[1]定义为A_(α)(G)=αD(G)+(1-α)A(G),0≤α≤1.其中D(G)和A(G)分别为图G的度对角矩阵和邻接矩阵,利用图的最大度Δ和最小度δ得到了图G的A_(α)谱半径ρ_(α)的一个上界。此外,还... 设G为n个顶点m条边的k连通非正则图,图G的A_(α)矩阵[1]定义为A_(α)(G)=αD(G)+(1-α)A(G),0≤α≤1.其中D(G)和A(G)分别为图G的度对角矩阵和邻接矩阵,利用图的最大度Δ和最小度δ得到了图G的A_(α)谱半径ρ_(α)的一个上界。此外,还确定了k连通Δ正则图的子图的A_(α)谱半径的上界。 展开更多
关键词 A_(α)矩阵 A_(α)谱半径 非正则图 k连通图
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基于改进KNN近邻实体的知识图谱嵌入模型
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作者 刘婕 孙更新 宾晟 《复杂系统与复杂性科学》 CAS CSCD 北大核心 2024年第2期30-37,共8页
为了更好地表示邻居节点数量较少的罕见实体,提出基于近邻实体的知识图谱嵌入模型NNKGE,使用K近邻算法获得目标实体的近邻实体作为扩展信息,并在此基础上提出RNNKGE模型,使用改进的K近邻算法获得目标实体在关系上的近邻实体,通过图记忆... 为了更好地表示邻居节点数量较少的罕见实体,提出基于近邻实体的知识图谱嵌入模型NNKGE,使用K近邻算法获得目标实体的近邻实体作为扩展信息,并在此基础上提出RNNKGE模型,使用改进的K近邻算法获得目标实体在关系上的近邻实体,通过图记忆网络对其编码生成增强的实体表示。通过对公共数据集上实验结果的分析,以上两个模型在仅使用近邻节点的情况下均实现了对基准模型(CoNE)的性能超越,缓解了数据稀疏问题并改善了知识表示性能。 展开更多
关键词 知识图谱 知识图谱嵌入 邻居节点 k近邻算法 图记忆网络
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