A MANET is a remote system in which hubs can go about as sender/collector or even as delegates prefer switches. Hubs in a MANET may act up with an aim to preserve assets. This happens due to restricted assets accessible for every hub. This causes an incredible effect on the whole system execution. In this paper we examine about MANET as zones and groups with a Static Agent as a focal hub and a ...

Humans easily and flexibly complete a wide variety of tasks. To accomplish this feat, the brain appears to subtly adjust stable brain networks. Here, we investigate what regional factors underlie these modifications, asking whether networks are either altered at (1) regions activated by a given task or (2) hubs that interconnect different networks. We used fMRI "functional connectivity" (FC) to...

Visualizations of music databases are a popular form of interface allowing intuitive exploration of music catalogs. They are often based on lower dimensional projections of high dimensional music similarity spaces. Such similarity spaces have already been shown to be negatively impacted by so-called hubs and anti-hubs. These are points that appear very close or very far to many other data point...

We introduce the following hidden hubs model H(n, k, σ0, σ1): the input is an n × n random matrix A with a subset S of k special rows (hubs); entries in rows outside S are generated from the Gaussian distribution p0 = N(0, σ 0), while for each row in S, an unknown subset of k of its entries are generated from p1 = N(0, σ 1), σ1 > σ0, and the rest of the entries from p0. The special rows with hi...

Combinatorial optimization problems are by nature very difficult to solve, and the Capacitated Minimum Spanning Tree problem is one such problem. Much work has been done in the management sciences to develop heuristic solution procedures that suboptimally solve large instances of the Capacitated Minimum Spanning Tree problem in a reasonable amount of time. The Capacitated Minimum Spanning Tree ...

The cuckoo search algorithm is a novel metaheuristic based on the reproduction behavior of some cuckoo species in combination with the Lévy flight behavior of some birds and fruit flies. It has been applied to a wide range of optimization problems with good performance such as a TSP; nonetheless, it has yet to be applied to the vehicle routing problem, specifically the capacitated vehicle routi...

The UMLS Metathesaurus belongs to the class of scale-free networks with few concept hubs possessing a large number of relationships. The hubs provide useful links between the concepts from disparate terminologies in the UMLS; however, they also exponentially increase the number of possible transitive cross-terminology paths. Towards the goal of using machine learning to rank cross-terminology t...

Enabling interoperation between workflows, and between web services, continues to be a fundamental challenge. This paper proposes a new approach to interoperation based on hubs that are designed using “business artifacts”, a data-centric paradigm for workflow and business process specification. The artifact-centric interoperation hubs are focused primarily on facilitating communication and busi...

Vast numbers of organizations and individuals communicate every day by sending messages over social networks. These messages, however, are subject to change as they propagate through the network. This paper attempts to calculate the distortion of a message as it propagates in a social network with a scale free topology, and to establish a remedial process in which a node will correct the distor...

Systems biology approaches can reveal intermediary levels of organization between genotype and phenotype that often underlie biological phenomena such as polygenic effects and protein dispensability. An important conceptualization is the module, which is loosely defined as a cohort of proteins that perform a dedicated cellular task. Based on a computational analysis of limited interaction datas...