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Honorable rector of Southern Federal University Prof. Marina Borovskaya, rector of Qafqaz University Prof. Ahmet Sanic, Honorable Distinguished Speakers, Conference Participants, particularly those are from abroad!
The article describes a computational model of island biogeography. Its application can be used to solve engineering problems associated with optimization. The authors present a method of biogeography and its modifications, as well as present the results of the comparative analysis of the biogeography method and its modifications. Experiments were carried out on known benchmarks for the transcomputational...
Applying fuzzy logic to clustering techniques leads to more robust and autonomous methods like the fuzzy joint points (FJP) which is a density based fuzzy clustering algorithm that requires no parameters to be set. However, a straightforward implementation of the method is rather slow. Recently, a faster but parameter dependent version of the algorithm was proposed and a theoretical bound on the parameter...
Hadoop is a popular MapReduce framework for developing parallel applications in distributed environments. Several advantages of MapReduce such as programming ease and ability to use commodity hardware make the applicability of soft computing methods for parallel and distributed systems easier than before. In this paper, we present the results of an experimental study on running soft computing algorithms...
This paper describes an approach that improves the functionality of LH*RS - high-availability scalable distributed data structure. The core concept behind this approach is the particular implementation of LH* schema that allows efficient imagery data storage for online social networks to be created. We propose the novel wavelet-based method of buckets composition and distribution among storage nodes...
The simulation modeling of Petri nets for intelligent analysis and integration of heterogeneous information and knowledge is widely used to solve decision-making problems in complex dynamical systems. There are many advantages of the usage of stimulated models for analysis of prior information on condition of complex objects and dynamics of its development taking into account the environmental effect...
In this paper, we present our research, development about knowledge-based ontology in “Electrical engineering” region. As a means of formal descriptions of the subject area are considered, ontology is a set of terms and associated definitions that are related to some subject regions and performing the function. Protégé program is used to present ontologies in “electrical engineering” region. The results...
In paper the tools of multilanguage model translation were reviewed. They work within Distributed storage of models and used for extension of state-of-the-art modeling environments possibilities. Basic Distributed storage of models functions and Multitranslator tools were reviewed also. As example is considered the interaction of the modeling tool called NAME with Distributed storage to show expanded...
Nowadays, the sizes of image collections are increasing dramatically and reaching petabytes of data. Such large volumes cannot be analyzed on personal computer within a reasonable time. Therefore, processing of modern image collections requires distributed computing. This paper presents a MapReduce Image Processing framework (MIPr), which provides the ability to use distributed computing for image...
Big Data is the phenomenon of the Information era. Big Data is a new dimension to explore, collecting Big Data we fix the time. Big Data has some functions, including impact on society, form spatio-temporal structures, change the world and future, and integration society with IT technologies. Most important aspect is risk in Cloud computing. To leverage risks, secure Cloud services and get additional...
Estimating the location, time and magnitude of a possible earthquake has been the subject of many studies. Various methods have been tried using many input variables such as temperature changes, seismic movements, weather conditions etc. The relation between recorded seismic-acoustic data and occurring an anomalous seismic processes (ASP) has been proved in articles written by Aliev and et al. [1–4]...
The paper is related to the solution of problems of regulated city intersections and assessment of quality of teaching staff activity. The proposed method of solving these problems - the method of Analysis of finite fluctuations - showed good results represented in the examples below.
Data processing and combinatorial search are widely used techniques in the scope of information and communication. Examples of practical applications are sorting, frequent items encountering, matrix/set covering, graph/map coloring, data mining, priority management, and many others. Often information/data processing that involves the listed above tasks has to be done in embedded systems where high...
Nowadays most of people of developed economy countries interact with software every day. As a result of computer systems expansion to all scope of people's activity the problem of transition from visual and command interfaces to natural language user interfaces is thrown into the sharp relief. Computational linguistics and natural language processing methods are described in this article. Methods...
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