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Посмотр 31 May–2 June 2006 по названию
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Neural Network Techniques for Intrusion Detection
(BrSTU, 2006)This paper presents the neural network approaches for building of intrusion detection system (IDS). Existing intrusion detection approaches have same limitations, namely low detection time and recognition accuracy. In order to overcome these limitations we propose several neural network systems for ...2023-11-29
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Neural Networks for Chaotic Signal Processing: Application to the Electroencephalogram Analysis for Epilepsy Detection
(BrSTU, 2006)Many techniques were used in order to detect and to predict epileptic seizures on the basis of electroencephalograms. One of the approaches for the prediction of epileptic seizures is the use the chaos theory, namely determination largest Lyapunov's exponent or correlation dimension of scalp EEG ...2023-11-27
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On Application of the Ternary Matrix Cover Technique for Minimization of Boolean Functions
(BrSTU, 2006)To solve the task of recognizing features of objects used in expert systems the Boolean function approach can be attracted. In particular, the relation between the features can be given as a disjunctive normal form (DNF) of the Boolean function whose arguments correspond to the features, and the rise ...2023-11-27
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On the Inspection of Classification Results in the Fuzzy Clustering Method Based on the Allotment Concept
(BrSTU, 2006)Viattchenin, Dmitri A. On the Inspection of Classification Results in the Fuzzy Clustering. Method Based on the Allotment Concept / Dmitri A. Viattchenin // International Conference on Neural Networks and Artificial Intelligence : proceedings, Brest, 31 May – 2 June, 2006 / Edited: V. Golovko [et al.]. ...2023-11-23
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Resampling-down Mesh based Discriminant Filter Synthesis for Face Recognition
(BrSTU, 2006)Presented paper addresses face recognition algorithm by means o f synthetic discriminant filters synthesized in pseudo 3-D mesh domain. The objective of the research is to construct facial descriptor in the form of linear filter, which should produce high and low outputs for intra- and inter-class ...2023-11-24
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Simulation Modelling of Neural Control System for Coal Mine Ventilation
(BrSTU, 2006)In this paper it is developed simple simulation model of a mine section in order to model sequential neural control scheme of the mine airflow. A technique of neural network's training set forming, neural network structure and a training algorithm are described. The results of simulation modeling of ...2023-11-28
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Soft Computing as a solution to Time/ Cost Distributor
(BrSTU, 2006)In this paper we present a theoretical model based on soft computing to distribute the time/cost among the industry/machine sensors or effectors based on the type of the application. One of the most unstudied significant work is to recognize which sensor in an industry for example has higher priority ...2023-11-27
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View-Based Word Recognition System
(BrSTU, 2006)In this paper, a new method for word recognition and classification without segmentation is presented. The worked out algorithm is based on recognizing the whole word without separating it into letters. According to this algorithm, entire words are treated and analyzed as object images subject to ...2023-11-24