[PDF] Top 20 Algorithms for subnetwork mining in heterogeneous networks

... Abstract. Subnetwork mining is an essential issue in network analysis, with specific applications ...e.g. in biological networks, social networks, in- formation ... Voir le document complet

... wireless heterogeneous networks, one of the most challenging problems is Radio Access Technology (RAT) selection that must be designed to avoid resource ...wastage. In this paper we adopt a hybrid ... Voir le document complet

... Information for RAT Selection The basic idea of our hybrid decision approach was first presented in Chapter 3, where heuristic policies are introduced to tune network information as a function of the load ... Voir le document complet

... considering heterogeneous multidimensional sequences. The event in a sequence is considered as a vector of items and itemsets, Such multidimensional and heterogeneous patterns have to be mined by ... Voir le document complet

... occur in a wide variety of important domains such as medicine, economics, indus- try, environmental sciences, ...kind in- volve many variables changing simultaneously with ...are heterogeneous ... Voir le document complet

... traffic in the Internet and the density of required throughput is forecasted to narrow a Gigabit/s per square kilometer where up-to- date 4G deployments provides about 100M ...infrastructure. In particular, ... Voir le document complet

... optimization algorithms that require a moderate memory and reasonable computational resources have been proposed so far to solve such complex optimization problem, for instance the simulated annealing ... Voir le document complet

... freedom for the user in his relation with the Web by facilitating his interactions with other users who have similar tastes or ...and networks (such as MySpace, Facebook and LinkedIn), collaborative ... Voir le document complet

... proposed in order to compare the performance of the different implemented ...algorithms. For each scenario, we perform a random draw to determine the number of clients that will be located in ... Voir le document complet

... LDPs in the form of geometric constraints and it is called Robust Geometric Positioning Algorithm ...compared for both non-hybrid and hybrid localization ...RSSI+TOA+TDOA). In addition to the ... Voir le document complet

... (RL) algorithms, we select the Q-learning method for its ...ployed in RAT selection. In [24]–[30], RAT selection is mod- eled as a semi-Markov decision ...cells in a way to maximize ... Voir le document complet

... Two networks are said to be heteroge- neous if they present different types of informa- tion modeling the same ...entity. Heterogeneous network mining reveals patterns describing distinct aspects of ... Voir le document complet

... helped in the learning of the system and also showcased small vari- ations for small changes in the ...efficient for beam selection. The reason lies in the fact that due to the large ... Voir le document complet

... Terms—heterogeneous networks, small cells, mobility, performance, quality of service, load and capacity analysis ...expectations in terms of Quality of Service (QoS) in ...of ... Voir le document complet

... We show that these directional signal strength mappings can be used to design a simple position controller that retains a quadratic structure, by using this informat[r] ... Voir le document complet

... study in this paper a large HIV epidemic network that has some unique characteristics: it records almost 5400 HIV/AIDS cases in Cuba from 1986 to 2004; roughly 2400 persons fall into a single connected ... Voir le document complet

... freely in distributed personal ...environments. For example, a user can send an e-mail from a laptop computer and have it received by a cellular phone which is the recipient’s currently active ... Voir le document complet

... models. In this paper, we propose three new pricing models for the inter-operator transaction ...models, in order to conclude the best pricing scenario for an operator qualified as the ... Voir le document complet

... In fact, when the instantaneous rate maximization method is used, mobiles select the RAT that offers them the best throughput. Therefore, a kind of load balancing is achieved: Mobile WiMAX and LTE are similarly ... Voir le document complet

... management in homogeneous network has been addressed extensively, currently there also are certain approaches for mobility management in hetero- geneous wireless ...networks. In this ... Voir le document complet