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The Maximum and Minimum Value of Exponential RandićIndices of Quasi-Tree Graph
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作者 Lei Qiu Xijie Ruan Yan Zhu 《Journal of Applied Mathematics and Physics》 2024年第5期1804-1818,共15页
The exponential Randić index has important applications in the fields of biology and chemistry. The exponential Randić index of a graph G is defined as the sum of the weights e 1 d( u )d( v ) of all edges uv of G, whe... The exponential Randić index has important applications in the fields of biology and chemistry. The exponential Randić index of a graph G is defined as the sum of the weights e 1 d( u )d( v ) of all edges uv of G, where d( u ) denotes the degree of a vertex u in G. The paper mainly provides the upper and lower bounds of the exponential Randić index in quasi-tree graphs, and characterizes the extremal graphs when the bounds are achieved. 展开更多
关键词 Exponential Randić Index Quasi-tree graph Extremal Value Extremal graphs
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Ordering Quasi-Tree Graphs on n Vertices by Their Spectral Radii
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作者 Ke LUO Zhen LIN Shuguang GUO 《Journal of Mathematical Research with Applications》 CSCD 2018年第2期121-129,共9页
A connected graph G = (V, E) is called a quasi-tree graph, if there exists a vertex vo ∈ V(G) such that G - v0 is a tree. Liu and Lu [Linear Algebra Appl. 428 (2008) 2708- 2714] determined the maximal spectral ... A connected graph G = (V, E) is called a quasi-tree graph, if there exists a vertex vo ∈ V(G) such that G - v0 is a tree. Liu and Lu [Linear Algebra Appl. 428 (2008) 2708- 2714] determined the maximal spectral radius together with the corresponding graph among all quasi-tree graphs on n vertices. In this paper, we extend their result, and determine the second to the fifth largest spectral radii together with the corresponding graphs among all quasi-tree graphs on n vertices. 展开更多
关键词 quasi-tree graph spectral radius extremal graph
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The Number of Maximal Independent Sets in Quasi-Tree Graphs and Quasi-Forest Graphs
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作者 Jenq-Jong Lin Min-Jen Jou 《Open Journal of Discrete Mathematics》 2017年第3期134-147,共14页
A maximal independent set is an independent set that is not a proper subset of any other independent set. A connected graph (respectively, graph) G with vertex set V(G) is called a quasi-tree graph (respectively, quas... A maximal independent set is an independent set that is not a proper subset of any other independent set. A connected graph (respectively, graph) G with vertex set V(G) is called a quasi-tree graph (respectively, quasi-forest graph), if there exists a vertex x &isin;V(G) such that G &minus;x?is a tree (respectively, forest). In this paper, we survey on the large numbers of maximal independent sets among all trees, forests, quasi-trees and quasi-forests. In addition, we further look into the problem of determining the third largest number of maximal independent sets among all quasi-trees and quasi-forests. Extremal graphs achieving these values are also given. 展开更多
关键词 MAXIMAL Independent Set Quasi-tree graph Quasi-Forest graph EXTREMAL graph
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Graph-tree-based software control flow checking for COTS processors on pico-satellites 被引量:1
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作者 Yang Mu Wang Hao +1 位作者 Zheng Yangming Jin Zhonghe 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2013年第2期413-422,共10页
This paper proposes a generic high-performance and low-time-overhead software control flow checking solution, graph-tree-based control flow checking (GTCFC) for space-borne commercial-off-the-shelf (COTS) processo... This paper proposes a generic high-performance and low-time-overhead software control flow checking solution, graph-tree-based control flow checking (GTCFC) for space-borne commercial-off-the-shelf (COTS) processors. A graph tree data structure with a topology similar to common trees is introduced to transform the control flow graphs of target programs. This together with design of IDs and signatures of its vertices and edges allows for an easy check of legality of actual branching during target program execution. As a result, the algorithm not only is capable of detecting all single and multiple branching errors with low latency and time overheads along with a linear-complexity space overhead, but also remains generic among arbitrary instruction sets and independent of any specific hardware. Tests of the algorithm using a COTS-processor-based onboard computer (OBC) of in-service ZDPS-1A pico-satellite products show that GTCFC can detect over 90% of the randomly injected and all-pattern-covering branching errors for different types of target programs, with performance and overheads consistent with the theoretical analysis; and beats well-established preeminent control flow checking algorithms in these dimensions. Furthermore, it is validated that GTCGC not only can be accommodated in pico-satellites conveniently with still sufficient system margins left, but also has the ability to minimize the risk of control flow errors being undetected in their space missions. Therefore, due to its effectiveness, efficiency, and compatibility, the GTCFC solution is ready for applications on COTS processors on pico-satellites in their real space missions. 展开更多
关键词 Branching error Commercial-off-the-shelf (COTS) Control flow checking Error injection graph tree On-board computer Pico-satellite
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Minimum Dominating Tree Problem for Graphs 被引量:1
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作者 LIN Hao LIN Lan 《Chinese Quarterly Journal of Mathematics》 CSCD 2014年第1期1-8,共8页
A dominating tree T of a graph G is a subtree of G which contains at least one neighbor of each vertex of G.The minimum dominating tree problem is to find a dominating tree of G with minimum number of vertices,which i... A dominating tree T of a graph G is a subtree of G which contains at least one neighbor of each vertex of G.The minimum dominating tree problem is to find a dominating tree of G with minimum number of vertices,which is an NP-hard problem.This paper studies some polynomially solvable cases,including interval graphs,Halin graphs,special outer-planar graphs and others. 展开更多
关键词 NETWORK optimization minimum dominating tree SPECIAL graphS EXACT evaluation
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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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The Dynamic-to-Static Conversion of Dynamic Fault Trees Using Stochastic Dependency Graphs and Stochastic Activity Networks 被引量:2
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作者 Gabriele Manno Ferdinando Chiacchio Francesco Pappalardo 《Engineering(科研)》 2013年第2期157-166,共10页
In this paper a new modeling framework for the dependability analysis of complex systems is presented and related to dynamic fault trees (DFTs). The methodology is based on a modular approach: two separate models are ... In this paper a new modeling framework for the dependability analysis of complex systems is presented and related to dynamic fault trees (DFTs). The methodology is based on a modular approach: two separate models are used to handle, the fault logic and the stochastic dependencies of the system. Thus, the fault schema, free of any dependency logic, can be easily evaluated, while the dependency schema allows the modeler to design new kind of non-trivial dependencies not easily caught by the traditional holistic methodologies. Moreover, the use of a dependency schema allows building a pure behavioral model that can be used for various kinds of dependability studies. In the paper is shown how to build and integrate the two modular models and convert them in a Stochastic Activity Network. Furthermore, based on the construction of the schema that embeds the stochastic dependencies, the procedure to convert DFTs into static fault trees is shown, allowing the resolution of DFTs in a very efficient way. 展开更多
关键词 Dynamic FAULT tree STOCHASTIC DEPENDENCY graphS STOCHASTIC Activity Network Continuous Time MARKOV CHAIN
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PATHS BETWEEN TWO VERTICES IN A TREE GRAPH
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作者 LIU Guizhen (Department of Mathematics,Shandong University,Jinan 250100,China) 《Systems Science and Mathematical Sciences》 SCIE EI CSCD 1992年第2期108-110,共3页
Let T(G)be the tree graph of a simple graph G.It is proved that ifT and T′are two vertices of T(G)such that d_T(G)(T)(?)d_T(G}(T′),then there ared_T(G)(T) internally disjoint paths in T(G) joining T and T′.
关键词 tree graph PATH CONNECTIVITY
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Uniquely Tree Colorable Graphs
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作者 Deng Ping Department of Applied Mathematics, Southwest Jiaotong University, Chengdu 610031, China 《Journal of Modern Transportation》 1997年第1期90-95,共6页
In this paper, the concepts of tree chromatic numbers and uniquely tree colorable graphs are introduced. After discussion some fundamental properties, three necessary conditions for a simple graph to be uniquely tr... In this paper, the concepts of tree chromatic numbers and uniquely tree colorable graphs are introduced. After discussion some fundamental properties, three necessary conditions for a simple graph to be uniquely tree colorable are given. Moreover, a series of uniquely tree colorable graphs are constructed. 展开更多
关键词 tree chromatic number tree partition uniquely tree colorable graph
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MINIMUM CONGESTION SPANNING TREES IN BIPARTITE AND RANDOM GRAPHS 被引量:1
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作者 M.I. Ostrovskii 《Acta Mathematica Scientia》 SCIE CSCD 2011年第2期634-640,共7页
The first problem considered in this article reads: is it possible to find upper estimates for the spanning tree congestion in bipartite graphs, which are better than those for general graphs? It is proved that ther... The first problem considered in this article reads: is it possible to find upper estimates for the spanning tree congestion in bipartite graphs, which are better than those for general graphs? It is proved that there exists a bipartite version of the known graph with spanning tree congestion of order n3/2, where n is the number of vertices. The second problem is to estimate spanning tree congestion of random graphs. It is proved that the standard model of random graphs cannot be used to find graphs whose spanning tree congestion has order greater than n3/2. 展开更多
关键词 Bipartite graph random graph minimum congestion spanning tree
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Clique-transversal number of graphs whose clique-graphs are trees
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作者 梁作松 单而芳 《Journal of Shanghai University(English Edition)》 CAS 2008年第3期197-199,共3页
Given a graph G, a subgraph C is called a clique of G if C is a complete subgraph of G maximal under inclusion and |C| ≥2. A clique-transversal set S of G is a set of vertices of G such that S meets all cliques of ... Given a graph G, a subgraph C is called a clique of G if C is a complete subgraph of G maximal under inclusion and |C| ≥2. A clique-transversal set S of G is a set of vertices of G such that S meets all cliques of G. The clique-transversal number, denoted as τC(G), is the minimum cardinality of a clique-transversal set in G. The clique-graph of G, denoted as K(G), is the graph obtained by taking the cliques of G as vertices, and two vertices are adjacent if and only if the corresponding cliques in G have nonempty intersection. Let F be a class of graphs G such that F = {G| K(G) is a tree}. In this paper the graphs in F having independent clique-transversal sets are shown and thus τC(G)/|G| ≤ 1/2 for all G ∈F. 展开更多
关键词 clique-transversal number clique-graph tree BOUND
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An Optimal Parallel Algorithm for Constructing a Spanning Tree on Proper Circle Trapezoid Graphs
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作者 Hirotoshi Honma Yoko Nakajima +1 位作者 Shino Nagasaki Atsushi Sasaki 《Journal of Applied Mathematics and Physics》 2018年第8期1649-1658,共10页
Given a simple graph G with n vertices and m edges, the spanning tree problem is to find a spanning tree for a given graph G. This problem has many applications, such as electric power systems, computer network design... Given a simple graph G with n vertices and m edges, the spanning tree problem is to find a spanning tree for a given graph G. This problem has many applications, such as electric power systems, computer network design and circuit analysis. For a simple graph, the spanning tree problem can be solved in O(log n) time with O(m+n) processors on the CRCW PRAM. In general, it is known that more efficient parallel algorithms can be developed by restricting classes of graphs. In this paper, we shall propose a parallel algorithm which runs O(log n) time with O(n/log n) processors on the EREW PRAM for constructing on proper circle trapezoid graphs. 展开更多
关键词 Design and Analysis of Parallel Algorithms PROPER Circle TRAPEZOID graphS SPANNING tree
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Spanning Trees with Few Leaves in Almost Claw-Free Graphs
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作者 Xiaodong CHEN Mingchu LI Meijin XU 《Journal of Mathematical Research with Applications》 CSCD 2016年第4期450-456,共7页
A spanning tree with no more than 3 leaves is called a spanning 3-ended tree. In this paper, we prove that if G is a k-connected (k≥ 2) almost claw-free graph of order n and σk+3(G) ≥ n + k + 2, then G conta... A spanning tree with no more than 3 leaves is called a spanning 3-ended tree. In this paper, we prove that if G is a k-connected (k≥ 2) almost claw-free graph of order n and σk+3(G) ≥ n + k + 2, then G contains a spanning 3-ended tree, where σk(G) = min{∑es deg(v) : S is an independent set of G with |S| = k}. 展开更多
关键词 spanning 3-ended tree almost claw-free graph insertible vertex non-insertible vertex
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给定匹配数的树和单圈图的最小匹配能量
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作者 张海良 于广龙 刘璐 《运筹与管理》 北大核心 2025年第4期206-210,共5页
GUTMAN和WAGNER(2012)给出了图的匹配能量的定义,它在数值上等于图的匹配多项式的根绝对值之和,同时给出了图的匹配能量的一些基本性质并且研究了树、单圈图、完全二部图,几类图的匹配能量的最大值,尤其给出了完全图的匹配能量的一个上... GUTMAN和WAGNER(2012)给出了图的匹配能量的定义,它在数值上等于图的匹配多项式的根绝对值之和,同时给出了图的匹配能量的一些基本性质并且研究了树、单圈图、完全二部图,几类图的匹配能量的最大值,尤其给出了完全图的匹配能量的一个上界,并且刻画了相应的极图。图的匹配能量、Hosoya指数、图的最大匹配根和图的匹配数之间关系密切,但是很难有确定的定量关系。本文研究了两类图的结构变形下图的匹配多项式系数的变化情况,图的最大匹配根的变化情况,作为一个应用我们研究了给定匹配数的树和给定匹配数的单圈图的匹配能量,刻画了具有最小匹配能量的对应的极图,同时也给出了最小匹配能量关于图的匹配数的一个表达式。 展开更多
关键词 匹配多项式 匹配能量 匹配数 单圈图
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基于图注意力网络的自动化教学系统创新设计
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作者 南姣鹏 《自动化与仪器仪表》 2025年第3期215-219,共5页
针对在线考试自动评分准确率低,导致自动化教学效果不佳的问题,提出设计一个基于B/S架构的在线考试自动评分系统。首先,对自动评分系统进行整体搭建;然后构建一种基于图注意力网络的考试自动评分模型,通过该模型进行词向量生成和特征向... 针对在线考试自动评分准确率低,导致自动化教学效果不佳的问题,提出设计一个基于B/S架构的在线考试自动评分系统。首先,对自动评分系统进行整体搭建;然后构建一种基于图注意力网络的考试自动评分模型,通过该模型进行词向量生成和特征向量提取;最后计算学生考试相似度,由此实现在线考试自动评分。结果表明,在相同测试集下,本模型的精确率、召回率和F1分数分别取值为93.14%、96.57%和95.02%,相较于传统的GCN模型、KNN模型和LCS自动评分方法,本模型的评分精度更高,满足自动化教学系统的自动准确评分需求,进一步验证了将人工智能与教育方式相结合,能够实现学前教育自动化教学系统的有效创新。 展开更多
关键词 人工智能 自动评分 抽象语法树 图注意力网络 教学系统
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DeepCom-GCN:融入控制流结构信息的代码注释生成模型
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作者 钟茂生 刘会珠 +1 位作者 匡江玲 严婷 《江西师范大学学报(自然科学版)》 北大核心 2025年第1期27-36,共10页
代码注释生成是指给定一个代码片段,通过模型自动生成一段关于代码片段功能的概括性自然语言描述.不同于自然语言,程序语言具有复杂语法和强结构性.部分研究工作只利用了源代码的序列信息或抽象语法树信息,未能充分利用源代码的逻辑结... 代码注释生成是指给定一个代码片段,通过模型自动生成一段关于代码片段功能的概括性自然语言描述.不同于自然语言,程序语言具有复杂语法和强结构性.部分研究工作只利用了源代码的序列信息或抽象语法树信息,未能充分利用源代码的逻辑结构信息.针对这一问题,该文提出一种融入程序控制流结构信息的代码注释生成方法,将源代码序列和结构信息作为单独的输入进行处理,允许模型学习代码的语义和结构.在2个公开数据集上进行验证,实验结果表明:和其他基线方法相比,DeepCom-GCN在BLEU-4、METEOR和ROUGE-L指标上的性能分别提升了2.79%、1.67%和1.21%,验证了该方法的有效性. 展开更多
关键词 代码注释生成 抽象语法树 控制流图 图卷积神经网络 软件工程 程序理解 自然语言处理
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基于图卷积神经网络的露天矿车道路边界检测算法
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作者 秦学斌 许爱珍 周毓凡 《金属矿山》 北大核心 2025年第3期181-188,共8页
由于矿山道路没有路肩且道路边界线十分模糊,因此区分道路边界线之内的可行驶区域与边界线以外的非可行驶区域成为亟待解决的问题。为提升露天矿车行驶的安全性,提出了一种基于图卷积神经网络的露天矿车道路边界检测算法。首先利用kd-t... 由于矿山道路没有路肩且道路边界线十分模糊,因此区分道路边界线之内的可行驶区域与边界线以外的非可行驶区域成为亟待解决的问题。为提升露天矿车行驶的安全性,提出了一种基于图卷积神经网络的露天矿车道路边界检测算法。首先利用kd-tree算法和基于体素化的八叉树滤波算法构成的复合索引结构对点云数据进行精简和滤波,剔除点云数据中的异常点和高噪声点;再通过基于K-means聚类对精简后的点云数据进行图卷积神经网络运算提取出地面点,非地面点通过聚类方法寻找邻域构成三角面,利用三角面的法向量拟合非地面即得到曲面;最后计算拟合最优地面和非地面的交线即为所求的道路边界线。试验结果表明:提出的道路边界检测算法能很好地检测出边界线,为矿山道路无人驾驶提供安全范围,有助于提升无人运行矿车驾驶的安全性。 展开更多
关键词 点云滤波 kd-tree算法 K-MEANS聚类 图卷积网络 边界线检测
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启发式图结构增强的社交媒体短文本谣言检测研究 被引量:2
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作者 李贺 杨心苗 +1 位作者 沈旺 刘嘉宇 《情报理论与实践》 北大核心 2025年第3期151-159,共9页
[目的/意义]研究构建启发式图结构增强的社交媒体短文本谣言检测模型,提升社交媒体短文本谣言分类检测的准确性。[方法/过程]首先从谣言传播结构的角度构建谣言传播树和用户社交网络,从中提取结构内容构建全局网络关系图,创新性地引入... [目的/意义]研究构建启发式图结构增强的社交媒体短文本谣言检测模型,提升社交媒体短文本谣言分类检测的准确性。[方法/过程]首先从谣言传播结构的角度构建谣言传播树和用户社交网络,从中提取结构内容构建全局网络关系图,创新性地引入启发式算法对关系图的图节点和图边权重分配,最后构建谣言检测模型。[结果/结论]谣言检测模型在三个短文本公开数据集上的F1值分别为94.64%、95.52%和97.68%,显著优于基线,且在谣言早期检测中表现出良好的性能。提出的社交媒体短文本谣言检测模型通过启发式图结构增强策略,在捕捉推文之间的全局交互关系方面展示了强大的能力,为谣言检测提供了一种高效且准确的解决方案。[局限]模型在推文语义理解和向量表示方面存在的局限一定程度上影响了谣言检测结果的准确性。 展开更多
关键词 谣言检测 启发式图结构 社交媒体短文本 谣言传播树 全局社交关系
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基于群论的频率图在旅行商问题中的应用
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作者 王永 《郑州大学学报(理学版)》 CAS 北大核心 2025年第1期74-80,共7页
针对最小生成树(minimum spanning tree,MST)和旅行商问题(travelling salesman problem,TSP),介绍了完全图上的两类特殊图并定义了这些图上的交运算,每类特殊图和交运算构成一个半群。根据半群性质计算出频率图,分析了最优哈密顿圈(opt... 针对最小生成树(minimum spanning tree,MST)和旅行商问题(travelling salesman problem,TSP),介绍了完全图上的两类特殊图并定义了这些图上的交运算,每类特殊图和交运算构成一个半群。根据半群性质计算出频率图,分析了最优哈密顿圈(optimal Hamiltonian cycle,OHC)和MST中边的频率性质,证明了频率图上OHC中边的频率下界,该频率下界用于缩小OHC的搜索空间,降低了TSP的求解难度。此外,采用一些TSP算例验证了频率图上OHC中边的频率性质。 展开更多
关键词 半群 特殊图 频率图 旅行商问题 最小生成树
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案例索引BCS-Tree及其构建方法研究 被引量:1
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作者 范海雄 刘付显 夏璐 《计算机研究与发展》 EI CSCD 北大核心 2013年第12期2629-2641,共13页
为克服现有案例索引方法存在的不足,提出了一种新的索引结构BCS-Tree.首先,对松弛聚类(graph-based relaxed clustering,GRC)算法进行了自适应改进,以克服现有基于聚类方法受初值影响大、只能适应凸形聚类等缺点;其次,将KICA与最小外接... 为克服现有案例索引方法存在的不足,提出了一种新的索引结构BCS-Tree.首先,对松弛聚类(graph-based relaxed clustering,GRC)算法进行了自适应改进,以克服现有基于聚类方法受初值影响大、只能适应凸形聚类等缺点;其次,将KICA与最小外接矩阵(minimum bounding rectangle,MBR)结合,增强了MBR方法对非线性和非正态分布数据的处理能力;然后,在给出双基点选择方法的基础上,提出了基于改进GRC和双基点聚类分割的BCS-Tree构建方法;最后,基于对查询点和案例数据之间可能分布关系的全面分析,设计了BCS-Tree的查询算法,并结合理论推导和实例验证,对BCS-Tree及其查询算法进行了分析.结果证明,所提的索引构建方法具有较强的参数鲁棒性和适用性,且BCS-Tree及其查询算法具有良好的检索效能. 展开更多
关键词 案例索引 BCS-tree 松弛聚类 核独立分量分析 最小外接矩阵(MBR) 聚类分割
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