This issue has been available online since 10th January 2023 for the regular issue of 2023. All articles in this issue (19 original research articles) were authored/co-authored by 45 authors from 11 countries, showcasing a diverse and global collaboration of research excellence.

Countries Represented

Lebanon Lebanon Indonesia Indonesia Azerbaijan Azerbaijan India India Malaysia Malaysia Jordan Jordan Turkey Turkey Russia Russia USA USA Egypt Egypt Iraq Iraq

Published: 2023-12-15

Articles

A Review on Machine Learning Strategies for Real-World Engineering Applications

Abdulazeez Alsajri

1-6

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Improved GIS-T model for finding the shortest paths in graphs

Raed Abdulkareem Hasan, Mustafa Mahmood Akawee, Tole Sutikno

7-16

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Chatgpt4, DALL·E, Bard, Claude, BERT: Open Possibilities

Ahmed Hussein Ali, Mohammad Alajanbi, Mohanad G. Yaseen, Saad Abbas Abed

17-18

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Review of deep learning: Convolutional Neural Network Algorithm

Abdulazeez Khlaif Shathir Alsajri, Abdullayev Vugar Hacimahmud

19-25

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Reviews research on applying machine learning techniques to reduce false positives for network intrusion detection systems

Kavita Rajora , Nazar salih abdulhussein

26-30

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Machine Learning Basics: A Comprehensive Guide. A Review

Alok Singh Chauhan, H Mary Henrietta

31-34

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An Effective Deep Learning Model for Surface-Enhanced Raman Spectroscopy Detection Using Artificial Neural Network

Ahmed Adil Nafea, Aythem Khairi Kareem, Meaad Ali Khalaf , Mohammed M AL-Ani

35-41

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Overview of Neural Networks

Maad M. Mijwel, Adam Esen, Aysar Shamil

42- 45

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Analysis and prediction of rainfall using support vector machine (SVM) in the city of Najaf

H. K. Al-Mahdawi, Hussein Alkattan, Alhumaima Ali Subhi , Haider Flaiyih Al-hadrawi, Mostafa Abotaleb, Ghassan K. Ali, Maad M. Mijwil, Al-Sayed K. Towfeek, Amr Hosny Helal

46-54

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Analysis and prediction of evaporation rates using random forest models: a case study of Almaty city

H. K. Al-Mahdawi, Hussein Alkattan, Alhumaima Ali Subhi , Haider Flaiyih Al-hadrawi, Mostafa Abotaleb, Ghassan K. Ali, Maad M. Mijwil, Al-Sayed K. Towfeek, Amr Hosny Helal

55-64

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Detecting attacks in banks by cyber security: an applied study

Hadeel M Saleh , Abdulrahman Kareem Oleiwi, Ahmed Abed Hwaidi Abed

65-72

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Diagnosis of HIV (AIDS) by Using deep learning and machine learning

Hadeel M Saleh , Abdulrahman Kareem Oleiwi, Ahmed Abed Hwaidi Abed

73-77

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A Comprehensive Review of Deep Learning and Machine Learning Techniques for Real-Time Car Detection and Wrong-Way Vehicle Tracking

Waseem Ghafori Yass , Mohammad Faris

78-90

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