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This paper presents a comparison of Electroencephalogram (EEG) signals classification for Brain Computer-Interfaces (BCI). At present, it is a challenging task to extract the meaningful EEG signal patterns from a large volume of poor quality data and simultaneously with the presence of artifacts noises. Selection of the effective classification technique of the EEG signals at classification stage...
Vibration attenuation is necessary in many electro-mechanical systems. In this paper electromagnetic damping is applied on a flexible cantilever beam (FCB) made of ferromagnetic material. The lateral vibration is controlled by employing two electromagnetic poles mounted in the same axis as that of a vibrating cantilever beam. A power amplifier is developed to provide desired current to the electromagnet...
Brain computer interface based functional electrical stimulation is a comparatively newer technique which is being used for rehabilitative and assistive technologies these days. This process needs precise calculations of relative factors and repetitive testing of those factors to provide approximate efficiency and stability. It is required to perform modelling and simulation of such systems in order...
This Paper proposes a theoretical framework to evaluate IT Investments based on Composite IT Balanced Scorecard (IT BSC) which takes into consideration Behavioral Dimension represented by Unified Theory of Acceptance and Use of Technology (UTAUT). Clearly, the proposed framework extends the IT BSC to account for technology acceptance as a behavioral dimension along with other dimensions of IT BSC...
Intrusion detection using artificial neural networks is an ongoing area and thus interest in this field has increased among the researchers. Therefore, in this paper we present a system for tackling User to Root (U2R) attacks using generalized feedforward neural network. A backpropagation algorithm is used for training and testing purpose. The system uses sampled data from Kddcup99 dataset, an attack...
A Service Bus is a distributed infrastructure used for enterprise integration. It resolves the problem of connecting heterogeneous C4I systems among various defense forces. The current work focuses on describing a detailed comparative analysis of three SOA service buses; Mule, Fuse and GlassFish for C4I systems using Multi-criteria Decision Making Technique (MCDM). In this paper, the phenomenon of...
In order to determine Remote to Local (R2L) attack, an intrusion detection technique based on artificial neural network is presented. This technique uses sampled dataset from Kddcup99 that is standard for benchmarking of attack detection tools. The backpropagation algorithm is used for training the feedforward neural network. The developed system is applied to R2L attacks. Moreover, experiment indicates...
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