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Prediction of commonly used drought indices using support vector regression powered by chaotic approach
(Firenze Univ Press, 2020)
An effective water resources management requires accurate predictions of possible risks. Drought is one of the most devastating phenomena that has a certain risk of occurrence. Understanding the variability of the drought ...
A novel software engineering approach toward using machine learning for improving the efficiency of health systems
(Ieee-Inst Electrical Electronics Engineers Inc, 2020)
Recently, machine learning has become a hot research topic. Therefore, this study investigates the interaction between software engineering and machine learning within the context of health systems. We proposed a novel ...
Personalized quality of experience (QOE) management using data driven architecture in 5G wireless networks
(Institute of Electrical and Electronics Engineers Inc., 2020)
the aim of this paper is to Personalized Quality of Experience (QOE) Management using Data driven Architecture in 5G Wireless Networks that consume less resources. The proposed research will be the part of the overall ...
Intrusion detection system in Iot network using machine learning
(Institute of Electrical and Electronics Engineers Inc., 2020)
Since the last decade, Internet of Things (IoT - Internet of Things) solutions have been created and applied in different branches of society, such as solutions for transport and urban communication, for example. In this ...
Detection of facial features using statistical machine learning
(Institute of Electrical and Electronics Engineers Inc., 2020)
Classification modules can be used in multiple and diverse applications. The general objective of this work is the classification of facial features using statistical learning algorithms, this means being able to detect ...
Efficient routing technique in wireless sensor network using PSO topology optimization
(Institute of Electrical and Electronics Engineers Inc., 2020)
Particle swarm optimization (PSO) is a stochastic optimization algorithm belonging to the swarm intelligence algorithms. The main characteristic of these algorithms is the communication that exists between the members of ...
Price prediction of different cryptocurrencies using technical trade indicators and machine learning
(IOP Publishing Ltd, 2020)
From the past two years with increasing geopolitical and economic issues, global currency values have been falling and stock markets have been having a poor run & investors losing wealth. This has led to a renewal of ...
Managing 5G lte advanced networks through machine learning intelligence based system
(IOP Publishing Ltd, 2020)
The development of 5G mobile communication systems is aiming at meeting the boosting needs of mobile Internet traffic in the next 10 years. Some key technologies have been put forward in the next generation mobile communication ...
IoT ddos attack detection using machinelearning
(Institute of Electrical and Electronics Engineers Inc., 2020)
The distribution strategy of a botnet mainly directs its configuration, installing a support of bots for coming exploitation. In this article, we utilize the sources of pandemic modeling to IoT networks consisting of WSNs. ...
Android application to retrieve car details from car plate numbers
(IOP Publishing Ltd, 2020)
Computer vision is a field in computer science that has had great success due to the increasing popularity of machine learning. Instead of having a human look at images and decide what they depict, we are able to teach ...
