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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 ...
Blockverse: A Cloud Blockchain-based Platform for Tracking in Affiliate Systems
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-09)
Affiliate systems are a crucial piece of today’s online advertising. In affiliate systems, web traffic is directed from certain sites displaying ads to the websites of those company whose products or services are advertised. ...
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 ...
A Feature Extraction Method Based on Feature Fusion and its Application in the Text-Driven Failure Diagnosis Field
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-12)
As a basic task in NLP (Natural Language Processing), feature extraction directly determines the quality of text clustering and text classification. However, the commonly used TF-IDF (Term Frequency & Inverse Document ...
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 ...
On Improvement of Speech Intelligibility and Quality: A Survey of Unsupervised Single Channel Speech Enhancement Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2020-06)
Many forms of human communication exist; for instance, text and nonverbal based. Speech is, however, the most powerful and dexterous form for the humans. Speech signals enable humans to communicate and this usefulness of ...