The Babylonian Journal of Machine Learning (BJML) (EISSN: 3006-5429) is a specialized publication dedicated to the exploration and integration of modern machine learning methodologies. As a platform for researchers and scholars, the journal focuses on the intersection of cutting-edge advancements in machine learning. Through high-quality articles, it fosters interdisciplinary discussions aimed at propelling forward the field of machine learning research.

Current Issue

Vol. 2024 (2024)

Published: 2024-01-03

Articles

Artificial Intelligence Predictions in Cyber Security: Analysis and Early Detection of Cyber Attacks

Meaad Ali Khalaf, Amani Steiti

63-68

PDF PDF Views 270 views
DOI: https://doi.org/10.58496/BJML/2024/006

AI-Powered Anomaly Detection for Kubernetes Security: A Systematic Approach to Identifying Threats

Arvind Kumar Bhardwaj, P.K. Dutta , Pradeep Chintale

142-148

PDF PDF Views 288 views
DOI: https://doi.org/10.58496/BJML/2024/014

Image Enhancement using Convolution Neural Networks

Hasan Ahmed Salman, Ali Kalakech

30-47

PDF PDF Views 247 views
DOI: https://doi.org/10.58496/BJML/2024/003

A Fuzzy Wavelet Neural Network (FWNN) and Hybrid Optimization Machine Learning Technique for Traffic Flow Prediction

Karthika Balasubramani, Uma Maheswari Natarajan

121-132

PDF PDF Views 117 views
DOI: https://doi.org/10.58496/BJML/2024/012

Intrusion Detection System Based on Machine Learning Algorithms:( SVM and Genetic Algorithm)

Abdulazeez Alsajri, Amani Steiti

15-29

PDF PDF Views 463 views
DOI: https://doi.org/10.58496/BJML/2024/002

Advanced Brain Tumor Classification Using DEEPBELEIF-CNN Method

M.Sahaya Sheela, G. Amirthayogam, J. Jasmine Hephzipah, R. Suganthi, T. Karthikeyan, M Gopianand

89-101

PDF PDF Views 112 views
DOI: https://doi.org/10.58496/BJML/2024/009

Random Forest Algorithm Overview

Hasan Ahmed Salman , Ali Kalakech , Amani Steiti

69-79

PDF PDF Views 1079 views
DOI: https://doi.org/10.58496/BJML/2024/007

A Advancements in Machine Learning and Deep Learning for Early Diagnosis of Chronic Kidney Diseases: A Comprehensive Review

Akeel Shaker Mahmoud, Olfa Lamouchi , Safya Belghith

149-156

PDF PDF Views 44 views
DOI: https://doi.org/10.58496/BJML/2024/015

A Proposed Method of Gesture-controlled presentation software design

Nadia Mahmood Hussien, Yasmin Makki Mohialden , wurood A. jbara

56-62

PDF PDF Views 194 views
DOI: https://doi.org/10.58496/BJML/2024/005

A A Novel Method of Using Machine Learning Techniques to Protect Clouds Against Distributed Denial of Service (DDoS) Attacks.

SANGEETA DEVI, Pranjal Maury , Upendra Nath Tripathi

133-141

PDF PDF Views 51 views
DOI: https://doi.org/10.58496/BJML/2024/013

A Short Review on Supervised Machine Learning and Deep Learning Techniques in Computer Vision

Ahmed Adil Nafea, Saeed Amer Alameri , Russel R Majeed, Meaad Ali Khalaf , Mohammed M AL-Ani

48-55

PDF PDF Views 1172 views
DOI: https://doi.org/10.58496/BJML/2024/004

Data Analysis of An Exploring the Information Systems Success Factors for Early Warning Systems Adoption

Waleed A Hammood, Omar Abdulmaged Hammood , Salah A. Aliesawi, Ejiro U. Osiobe , Raed Abdulkareem Hasan, Safia Malallah , Dina Hassan Abbas

102-111

PDF PDF Views 131 views
DOI: https://doi.org/10.58496/BJML/2024/010

Green Building Techniques: Under The Umbrella of the Climate Framework Agreement

Ali Saleh, Noah Saleh, Obed Ali, Raed Hasan, Omar Ahmed , Azil Alias, Khalil Yassin

1-14

PDF PDF Views 522 views
DOI: https://doi.org/10.58496/BJML/2024/001

Enhancing Energy Efficiency With Smart Building Energy Management System Using Machine Learning and IOT

M.Sahaya Sheela, S. Gopalakrishnan, I.Parvin Begum, J. Jasmine Hephzipah, M Gopianand, D. Harika

80-88

PDF PDF Views 324 views
DOI: https://doi.org/10.58496/BJML/2024/008

Object Detection Using Capsule Neural Network: An Overview

Eman Turki Mahdi, Shokhan M. Al-Barzinji , Waleed Kareem Awad

157-164

PDF PDF Views 56 views
DOI: https://doi.org/10.58496/BJML/2024/016
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