UniBFS: A novel uniform-solution-driven binary feature selection algorithm for high-dimensional data by Behrouz Ahadzadeh (19757022)

“…To overcome these challenges, a new FS algorithm named Uniform-solution-driven Binary Feature Selection (UniBFS) has been developed in this study. …”

Advancing polymeric membranes for produced water treatment: From fouling mitigations to machine-learning driven design by Rawia Mohammed (23739993)

Artificial Intelligence–Driven Serious Games in Health Care: Scoping Review by Alaa Abd-alrazaq (17058018)

“…<h3>Background</h3><p dir="ltr">Artificial intelligence (AI)–driven serious games have been used in health care to offer a customizable and immersive experience. …”

Few-cycle laser driven reaction nanoscopy on aerosolized silica nanoparticles by Rupp, Philipp

Get full text

AI-driven cybersecurity framework for software development based on the ANN-ISM paradigm by Habib Ullah Khan (12024579)

“…Our analysis reveals that organizations at Levels 4 and 5 still need to entirely shift to using AI-based protection tools and techniques. The proposed system provides developers and managers with valuable insights, enabling them to select security enhancements tailored to their organization's development stages. …”

ML-Based Handover Prediction and AP Selection in Cognitive Wi-Fi Networks by Muhammad Asif Khan (7367468)

“…In this paper, we propose data-driven machine learning (ML) schemes to efficiently solve these problems in wireless LAN (WLAN) networks. …”

Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval by Mohammed Tahar Habib Kaib (21633176)

“…In this paper, the proposed algorithm selects relevant observations from the original data set by utilizing a class interval technique (i.e. histogram) to maintain a bunch of representative samples from each bin. …”

Low-Complexity Machine Learning-based Behavioral Modeling of Power Amplifiers by Aziz, Mohammad Rabih

Get full text

Data on the fabrication of hybrid calix [4]arene-modified natural bentonite clay for efficient selective removal of toxic metals from wastewater at room temperature by Khouloud Jlassi (2583832)

Cells Derived from Diabetic Patients Selected from a Cohort Study Using a Visual Search Tool (VST) Are Used as Models for Metformin Resistance by Marjan Nouri-Keshtkar (15431001)

“…However, by using VST, which provides a user-friendly platform, medical researchers were enabled to perform complex analyses by entering a few queries in a short time; the capability that can be also used for other cohort-driven patient selection studies. By having access to the patient-derived iPSCs, we would be able to differentiate them toward all target cell types such as intestinal epithelial cells and hepatocytes, and explore the differences between different groups at cellular level. …”

Optimal operation of reverse osmosis desalination process with deep reinforcement learning methods by Arash Golabi (21841484)

A Survey of Deep Learning Approaches for the Monitoring and Classification of Seagrass by Uzma Nawaz (21980708)

“…By synthesizing findings across various data sources and model architectures, we offer critical insights into the selection of context-aware algorithms and identify key research gaps, an essential step for advancing the reliability and applicability of AI-driven seagrass conservation efforts.…”

Holistic Design: Optimizing Mechatronic Systems Using Multi Objective Optimization by Aly, Islam Adel Helmy

Get full text

Formal Verification- and AI/ML-Assisted Radio Resource Allocation for Open RAN Compliant 5G/6G Networks by Tariq Mumtaz (10861635)

“…The proposed RRM methodology incorporates formal verification capabilities to generate vast Pareto optimality datasets for specific RAN design parameters, establishing a foundation for rigorous RRM strategy selection. Additionally, the proposed approach enhances data-driven RRM decision-making through the application of unsupervised machine-learning techniques. …”

Condition Monitoring and Fault Diagnosis of Wind Turbine: A Systematic Literature Review by Musavir Hussain (20725062)

“…The review findings concluded that amongst various condition monitoring techniques, SCADA based data driven approach is most popular as it does not require additional sensors, blade mount cameras, unmanned arial vehicles and a separate data accusation unit. …”

QFD-based optimization model for mitigating sustainable supply chain management adoption challenges for Bangladeshi RMG industries by Md Al Amin (17808299)

“…This innovative approach empowers Bangladeshi RMG industries to make data-driven decisions for prioritizing <u>sustainability</u> challenges and selecting cost-effective mitigation strategies to promote the integration of sustainability initiatives within the sector. …”

Mobile Energy Storage Systems for Benefit Maximization in Resilient Smart Grids by Alshaal, Dima

Get full text

Engineering the advances of the artificial neural networks (ANNs) for the security requirements of Internet of Things: a systematic review by Yasir Ali (799969)

“…<div><p>Internet of Things (IoT) driven systems have been sharply growing in the recent times but this evolution is hampered by cybersecurity threats like spoofing, denial of service (DoS), distributed denial of service (DDoS) attacks, intrusions, malwares, authentication problems or other fatal attacks. …”

Environmental remediation and the efficacy of ceramic membranes in wastewater treatment—a review by Rouzait Jarrar (21768296)

“…This review paper provides a comprehensive overview of ceramic membranes, exploring their composition, fabrication techniques, filtration principles, and diverse applications. …”

Advancing Coherent Power Grid Partitioning: A Review Embracing Machine and Deep Learning by Mohamed Massaoudi (16888710)

“…This article provides an updated review of the cutting-edge machine learning and data-driven techniques used for PGP in networked PSs. To this end, an in-depth exploration of the basic principles of PGP and performance quantification is provided. …”