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Multiagent optimization based on the bee-colony method

To solve feature selection problems, a modification of the bee colony method is proposed for the first time and will help to solve optimization problems.
Springer Nature (opens in a new tab)

Individual prediction of the hypertensive patient condition based on computational intelligence

The problem of development of information technology for individual health prediction of hypertensive patient is solved and the method of neuro-fuzzy networks synthesis based on parallel computing is proposed, which consists of the distribution of the most resource-intensive stages on the nodes of parallel computing system that reduces the time of calculation of synthesized neuro-model's parameters.
IEEE (opens in a new tab)

THE POLAR COORDINATES BASED HASHING FOR DATA DIMENSIONALITY REDUCTION

Publisher (opens in a new tab)

Using Modern Architectures of Recurrent Neural Networks for Technical Diagnosis of Complex Systems

An overview of modern recurrent neural network architectures that can be used as a model (building tool) for diagnosis and predicting of infocommunication systems elements and conclusions are made about the future prospects of using modern architecture.
IEEE (opens in a new tab)

Partitioning the data space before applying hashingusing clustering algorithms

Experimental evaluations on the CarDD dataset demonstrate that the proposed method outperforms state-of-the-art approximate nearest neighbor techniques in both indexing efficiency and retrieval accuracy, making it suitable for diagnostic models and real-time retrieval tasks.
Publisher (opens in a new tab)

A new simulation approach of the electromagnetic fields in electrical machines

Theoretical researches and simulation results, which based on numerical realization of the finite element method of three-dimensional mathematical model of the induction motor are obtained. The…
IEEE (opens in a new tab)

IndorSoft Company’s BIM solution for road design and maintenance

Complex solution based on the modern Russian software proposed by IndorSoft Company, showing the supporting of basic BIM concept postulates: parameterization, collaboration, conflicts detection and data exchange possibility using standard formats during road life cycle.
Publisher (opens in a new tab)

EVALUATION OF INFORMATIVITY AND SELECTION OF INSTANCES BASED ON HASHING

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A Random Forest Model Building Using A priori Information for Diagnosis

The problem of inductive model building on precedents for biomedical applications is considered, and proposed method of random forest model building provide more accurate model saving general random character of a method.
Publisher (opens in a new tab)

Adaptive Mechanisms for Parallelization of the Genetic Method of Neural Network Synthesis

The paper suggests a mechanism that allows increasing the productivity of the method by using the criteria selection and the multi-parent crossover to reduce memory consumption and speed up the work.
IEEE (opens in a new tab)
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