scholarly journals SJARACNe: a scalable software tool for gene network reverse engineering from big data

2018 ◽  
Vol 35 (12) ◽  
pp. 2165-2166 ◽  
Author(s):  
Alireza Khatamian ◽  
Evan O Paull ◽  
Andrea Califano ◽  
Jiyang Yu
Author(s):  
A S Mukhin ◽  
I A Rytsarev ◽  
R A Paringer ◽  
A V Kupriyanov ◽  
D V Kirsh

The article is devoted to the definition of such groups in social networks. The object of the study was selected data social network Vk. Text data was collected, processed and analyzed. To solve the problem of obtaining the necessary information, research was conducted in the field of optimization of data collection of the social network Vk. A software tool that provides the collection and subsequent processing of the necessary data from the specified resources has been developed. The existing algorithms of text analysis, mainly of large volume, were investigated and applied.


2010 ◽  
Vol 286 (7) ◽  
pp. 5404-5413 ◽  
Author(s):  
Mafalda Cacciottolo ◽  
Vincenzo Belcastro ◽  
Steve Laval ◽  
Kate Bushby ◽  
Diego di Bernardo ◽  
...  

Author(s):  
Yoshinobu Tamura ◽  
Shigeru Yamada

We discuss a method of software dependability assessment based on stochastic differential equation modeling in order to consider the interesting factors of the numbers of components, cloud applications and users. Then, we consider the determination of an optimum software maintenance time, minimizing the total expected software cost. In particular, we develop the three-dimensional AIR application for reliability and cost optimization analyses based on the proposed method. Moreover, the three-dimensional application based on NW.js, known as the latest technology, is developed in this paper. Furthermore, we show several numerical examples of the developed application software to evaluate the performance of software optimization and reliability assessment tools for the big data on cloud computing.


2009 ◽  
Vol 1158 (1) ◽  
pp. 125-142 ◽  
Author(s):  
Barbara Di Camillo ◽  
Gianna Toffolo ◽  
Claudio Cobelli

Author(s):  
Steve McRobb ◽  
Richard Millham ◽  
Jianjun Pu ◽  
Hongji Yang

This chapter presents a report of an experimental approach that uses WSL as an intermediate language for the visualisation of COBOL legacy systems in UML. Key UML techniques are identified that can be used for visualisation. Many cases were studied, and one is presented in detail. The report concludes by demonstrating how this approach can be used to build a software tool that automates the visualisation task. Furthermore, understanding a system is of critical importance to a developer who must be able to understand the business processes being modeled by the system along with the system’s functionality, structure, events, and interactions with external entities. Such an understanding is of even more importance in reverse engineering. Although developers have the advantage of having the source code available, system documentation is often missing or incomplete, and the original users, whose requirements were used to design the system, are often long gone.


2016 ◽  
Vol 32 (14) ◽  
pp. 2233-2235 ◽  
Author(s):  
Alexander Lachmann ◽  
Federico M. Giorgi ◽  
Gonzalo Lopez ◽  
Andrea Califano

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