A comprehensive survey on the process, methods, evaluation, and challenges of feature selection

MR Islam, AA Lima, SC Das, MF Mridha… - IEEE …, 2022 - ieeexplore.ieee.org
Feature selection is employed to reduce the feature dimensions and computational
complexity by eliminating irrelevant and redundant features. A vast amount of increasing …

A comprehensive survey on identification and analysis of phishing website based on machine learning methods

MH Alkawaz, SJ Steven… - 2021 IEEE 11th IEEE …, 2021 - ieeexplore.ieee.org
Phishing is a cybercrime which is carried out by imitating a legal website to trick users to
steal their personal data, including usernames, passwords, account numbers, national …

Indoor intrusion detection and filtering system using raspberry Pi

UNA Razimi, MH Alkawaz… - 2020 16th IEEE …, 2020 - ieeexplore.ieee.org
Recently, the current available surveillance technology still lacking in many aspect
especially in terms of price and the flexibility of the alert system. In this modern living styles …

Challenges on digital cyber-security and network forensics: a survey

OI Al-Sanjary, AA Ahmed, MN Mohammed… - … conference of reliable …, 2021 - Springer
There are minimal studies have attempted to shed light on the reality of the challenges and
as such, the present paper brings forth studies identifying, quantifying, and prioritizing the …

An intelligent recycling bin using wireless sensor network technology

OI Al-Sanjary, S Vasuthevan, HK Omer… - … on Automatic Control …, 2019 - ieeexplore.ieee.org
Planning the trash container and recycling management for all the rubbish produced in
community service is an enormous task. Waste and recycled items collection or rubbish …

Effect the Graph Metric to Detect Anomalies and Non-Anomalies on Facebook Using Machine Learning Models

RAA Helmi, RH Elghanuni… - 2021 IEEE 12th Control …, 2021 - ieeexplore.ieee.org
Detection of anomalies and non-anomalies in social networks is critical. The unusual and
mischievous events occurring in these networks are due to anomalies. Graph metrics …

Beyond Supervision: Exploring Unsupervised Learning Through Clustering

AI Hajamydeen, W Yassin - Recent Trends and Future Direction for …, 2024 - igi-global.com
This chapter investigates the domain of unsupervised learning algorithms, delivering a
detailed outline of its classifications and essential characteristics. Each algorithm is …

Dynamics of Feature Selection in Machine Learning for IR 5.0

AI Hajamydeen, RAA Helmi, MGM Johar… - … , and Education for …, 2024 - igi-global.com
The chapter gives a broad overview to feature selection with an importance on different
selection techniques and algorithms. It utilizes datasets with diverse volume of features and …

The Impact of Al on Elderly Inmates in

N Rajavel - Exploration of AI in Contemporary Legal Systems, 2024 - books.google.com
This study investigates the impact of digitalization and Artificial Intelligence (AI) on prison
administration, criminal records, and offenders' re-entry, particularly on elderly convicts …

Log Necropsy: Web-Based Log Analysis Tool

A Kamal, AI Hajamydeen… - 2022 IEEE 10th …, 2022 - ieeexplore.ieee.org
Modern IT systems rely heavily on event logging and event logs. Many applications,
operating systems, network devices, and other system components can log events to a local …