A review on linear regression comprehensive in machine learning

D Maulud, AM Abdulazeez - Journal of applied science and technology …, 2020‏ - jastt.org
Perhaps one of the most common and comprehensive statistical and machine learning
algorithms are linear regression. Linear regression is used to find a linear relationship …

[PDF][PDF] Comparison of optimization techniques based on gradient descent algorithm: A review

SH Haji, AM Abdulazeez - PalArch's Journal of Archaeology of …, 2021‏ - researchgate.net
Whether you deal with a real-life issue or create a software product, optimization is
constantly the ultimate goal. This goal, however, is achieved by utilizing one of the …

[PDF][PDF] Science and business

NM Abdulkareem, AM Abdulazeez - International Journal, 2021‏ - academia.edu
Machine Learning is a significant technique to realize Artificial Intelligence. The Random
Forest Algorithm can be considered as one of the Machine Learning's representative …

Evaluation of classification algorithms for intrusion detection system: A review

AA Salih, AM Abdulazeez - Journal of Soft Computing and …, 2021‏ - publisher.uthm.edu.my
Intrusion detection is one of the most critical network security problems in the technology
world. Machine learning techniques are being implemented to improve the Intrusion …

Facial expression recognition based on deep learning convolution neural network: A review

SMS Abdullah, AM Abdulazeez - Journal of Soft Computing …, 2021‏ - publisher.uthm.edu.my
Facial emotional processing is one of the most important activities in effective calculations,
engagement with people and computers, machine vision, video game testing, and consumer …

Global navigation satellite systems signal vulnerabilities in unmanned aerial vehicle operations: Impact of affordable software-defined radio

A Novák, K Kováčiková, B Kandera, AN Sedláčková - Drones, 2024‏ - mdpi.com
Spoofing, alongside jamming of the Global Navigation Satellite System signal, remains a
significant hazard during general aviation or Unmanned Aerial Vehicle operations. As …

Applications and challenges of artificial intelligence in space missions

PA Oche, GA Ewa, N Ibekwe - IEEE Access, 2021‏ - ieeexplore.ieee.org
Artificial Intelligence (AI) is increasingly finding acceptance in the space community,
especially Machine Learning (ML), a subdomain of AI. ML algorithms now find numerous …

[PDF][PDF] Meta-heuristic algorithms for K-means clustering: A review

AF Jahwar, AM Abdulazeez - PalArch's Journal of Archaeology of …, 2020‏ - academia.edu
The increase in the data available attracted the concern of clustering approaches to
integrate them coherently and to identify patterns for big data. Hence, Meta-Heuristic …

Secure modern wireless communication network based on blockchain technology

RR Chandan, A Balobaid, NLS Cherukupalli, G HL… - Electronics, 2023‏ - mdpi.com
Sixth-generation (6G) wireless networking studies have begun with the global
implementation of fifth-generation (5G) wireless systems. It is predicted that multiple …

Evaluating data mining classification methods performance in internet of things applications

MA Sulaiman - Journal of Soft Computing and Data Mining, 2020‏ - penerbit.uthm.edu.my
The world is passing through the stage of the superiority of science and technology. The
impact of this superiority in human life cannot be hidden. There is no doubt that the societies …