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Multilayer Feedforward Neural Network for Internet Traffic Classification
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Recently, the efficient internet traffic classification has gained attention in order to improve service quality in IP networks. But the problem with the existing solutions is to handle the imbalanced dataset which has ...
Binary Multi-Verse Optimization (BMVO) Approaches for Feature Selection
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Multi-Verse Optimization (MVO) is one of the newest meta-heuristic optimization algorithms which imitates the theory of Multi-Verse in Physics and resembles the interaction among the various universes. In problem domains ...
Deep Neural Networks for Speech Enhancement in Complex-Noisy Environments
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
In this paper, we considered the problem of the speech enhancement similar to the real-world environments where several complex noise sources simultaneously degrade the quality and intelligibility of a target speech. The ...
A Convolution Neural Network Engine for Sclera Recognition
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
The world is shifting to the digital era in an enormous pace. This rise in the digital technology has created plenty of applications in the digital space, which demands a secured environment for transacting and authenticating ...
Mamdani Fuzzy Expert System Based Directional Relaying Approach for Six-Phase Transmission Line
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Traditional directional relaying methods for 6-phase transmission lines have complex effort, and so there is still a need for novel direction relaying estimation scheme. This study presents a Mamdani-fuzzy expert system ...
Automated ECG Analysis for Localizing Thrombus in Culprit Artery Using Rule Based Information Fuzzy Network
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Cardio-vascular diseases are one of the foremost causes of mortality in today’s world. The prognosis for cardiovascular diseases is usually done by ECG signal, which is a simple 12-lead Electrocardiogram (ECG) that gives ...
Soft Computing Modelling of Urban Evolution: Tehran Metropolis
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Exploring computational intelligence, geographic information systems and statistical information, a creative and innovative model for urban evolution is presented in this paper. The proposed model employs fuzzy logic and ...
A Multicriteria Optimization for Flight Route Networks in Large-Scale Airlines Using Intelligent Spatial Information
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Air route network optimization, one of the airspace planning challenges, effectively manages airspace resources toward increasing airspace capacity and reducing air traffic congestion. In this paper, the structure of the ...
Voltage Stability Assessment of Radial Distribution Systems Including Optimal Allocation of Distributed Generators
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Assessment of power systems voltage stability is considered an important assignment for the operation and planning of power system. In this paper, a voltage stability study using Continuous Power Flow (CPF) is introduced ...
Editor's Note
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-03)
Soft Computing is an AI branch that focuses on solving problems that have incomplete, inexact or fuzzy information. In other words, Soft Computing area includes algorithms and methods that are typically used when the ...