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Standard agglomerative clustering suggests establishing a new reliable linkage at every step. However, in order to provide adaptive, density-consistent and flexible solutions, we study extracting all the reliable linkages at each step,…

机器学习 · 计算机科学 2023-01-02 Morteza Haghir Chehreghani

A word over an ordered alphabet is said to be clustering if identical letters appear adjacently in its Burrows-Wheeler transform. Such words are strictly related to (discrete) interval exchange transformations. We use an extended version of…

形式语言与自动机理论 · 计算机科学 2025-04-28 Francesco Dolce , Christian B. Hughes

We propose a new approach for defining and searching clusters in graphs that represent real technological or transaction networks. In contrast to the standard way of finding dense parts of a graph, we concentrate on the structure of edges…

组合数学 · 数学 2021-03-16 András London , Ryan R. Martin , András Pluhár

Hierarchical structure is ubiquitous in data across many domains. There are many hierarchical clustering methods, frequently used by domain experts, which strive to discover this structure. However, most of these methods limit discoverable…

机器学习 · 计算机科学 2012-03-19 Charles Blundell , Yee Whye Teh , Katherine A. Heller

We have discovered 12 independent new empirical scaling laws in foreign exchange data-series that hold for close to three orders of magnitude and across 13 currency exchange rates. Our statistical analysis crucially depends on an…

统计金融 · 定量金融 2011-04-01 J. B. Glattfelder , A. Dupuis , R. B. Olsen

We investigate sets of financial non-redundant and nonsynchronously recorded time series. The sets are composed by a number of stock market indices located all over the world in five continents. By properly selecting the time horizon of…

统计力学 · 物理学 2009-10-31 Giovanni Bonanno , Nicolas Vandewalle , Rosario N. Mantegna

We study numerically a model of nonequilibrium networks where nodes and links are added at each time step with aging of nodes and connectivity- and age-dependent attachment of links. By varying the effects of age in the attachment…

统计力学 · 物理学 2015-05-13 Nuno Crokidakis , Marcio Argollo de Menezes

Handwritten numerals of different languages have various characteristics. Similarities and dissimilarities of the languages can be measured by analyzing the extracted features of the numerals. Handwritten numeral datasets are available and…

计算机视觉与模式识别 · 计算机科学 2020-12-15 Md. Rahat-uz-Zaman , Shadmaan Hye

The large-scale organization of the world economies is exhibiting increasingly levels of local heterogeneity and global interdependency. Understanding the relation between local and global features calls for analytical tools able to uncover…

综合金融 · 定量金融 2008-12-10 M. Angeles Serrano , Marian Boguna , Alessandro Vespignani

The so called "globalization" process (i.e. the inexorable integration of markets, currencies, nation-states, technologies and the intensification of consciousness of the world as a whole) has a behavior exactly equivalent to a system that…

综合金融 · 定量金融 2016-12-12 Esteban Guevara Hidalgo

All networks can be analyzed at multiple scales. A higher scale of a network is made up of macro-nodes: subgraphs that have been grouped into individual nodes. Recasting a network at higher scales can have useful effects, such as decreasing…

社会与信息网络 · 计算机科学 2022-02-18 Ross Griebenow , Brennan Klein , Erik Hoel

During his state visit to China in April 2023, Brazilian President Lula proposed the creation of a trade currency supported by the BRICS countries. Using the United Nations Comtrade database, providing the frame of the world trade network…

交易与市场微观结构 · 定量金融 2024-02-06 Célestin Coquidé , José Lages , Dima L. Shepelyansky

This paper investigates arbitrage chains involving four currencies and four foreign exchange trader-arbitrageurs. In contrast with the three-currency case, we find that arbitrage operations when four currencies are present may appear…

综合金融 · 定量金融 2012-04-02 Rod Cross , Victor Kozyakin , Brian O'Callaghan , Alexei Pokrovskii , Alexey Pokrovskiy

If each node of an idealized network has an equal capacity to efficiently exchange benefits, then the network's capacity to use energy is scaled by the average amount of energy required to connect any two of its nodes. The scaling factor…

信息论 · 计算机科学 2009-12-31 Robert Shour

Given a set of variables and the correlations among them, we develop a method for finding clustering among the variables. The method takes advantage of information implicit in higher-order (not just pairwise) correlations. The idea is to…

统计力学 · 物理学 2015-05-13 L. S. Schulman

Large-scale networks of human interaction, in particular country-wide telephone call networks, can be used to redraw geographical maps by applying algorithms of topological community detection. The geographic projections of the emerging…

社会与信息网络 · 计算机科学 2013-12-23 Stanislav Sobolevsky , Michael Szell , Riccardo Campari , Thomas Couronné , Zbigniew Smoreda , Carlo Ratti

A random intersection graph is constructed by assigning independently to each vertex a subset of a given set and drawing an edge between two vertices if and only if their respective subsets intersect. In this paper a model is developed in…

概率论 · 数学 2015-09-24 Maria Deijfen , Willemien Kets

In an ideal distributed computing infrastructure, users would be able to use diverse distributed computing resources in a simple coherent way, with guaranteed security and efficient use of shared resources in accordance with the wishes of…

分布式、并行与集群计算 · 计算机科学 2009-03-02 Saul Youssef , John Brunelle , John Huth , David C. Parkes , Margo Seltzer , Jim Shank

In this paper we consider a transformation which converts uncorrelated networks to correlated ones(here by correlation we mean that coordination numbers of two neighbors are not independent). We show that this transformation, which converts…

无序系统与神经网络 · 物理学 2009-11-07 A. Ramezanpour , V. Karimipour , A. Mashaghi

Tropical rainforests exhibit a rich repertoire of spatial patterns emerging from the intricate relationship between the microscopic interaction between species. In particular, the distribution of vegetation clusters can shed much light on…

统计力学 · 物理学 2024-09-04 Pablo Villegas , Tommaso Gili , Guido Caldarelli , Andrea Gabrielli
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