159 citations · 194 across the 29 of their papers we have counts for
10 papers · 1 filter
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset
Ngoc Dung Huynh, Mohamed Reda Bouadjenek, Sunil Aryal +2
Visual Question Answering (VQA) has emerged as a promising area of research to develop AI-based systems for enabling interactive and immersive learning. Numerous VQA datasets have…
Margin-bounded Confidence Scores for Out-of-Distribution Detection
Lakpa D. Tamang, Mohamed Reda Bouadjenek, Richard Dazeley +1
In many critical Machine Learning applications, such as autonomous driving and medical image diagnosis, the detection of out-of-distribution (OOD) samples is as crucial as accurate…
Data Quality in Edge Machine Learning: A State-of-the-Art Survey
Mohammed Djameleddine Belgoumri, Mohamed Reda Bouadjenek, Sunil Aryal +1
Data-driven Artificial Intelligence (AI) systems trained using Machine Learning (ML) are shaping an ever-increasing (in size and importance) portion of our lives, including, but no…
Data-driven Machinery Fault Diagnosis: A Comprehensive Review
Dhiraj Neupane, Mohamed Reda Bouadjenek, Richard Dazeley +1
In this era of advanced manufacturing, it's now more crucial than ever to diagnose machine faults as early as possible to guarantee their safe and efficient operation. With the mas…
Review for Handling Missing Data with special missing mechanism
Youran Zhou, Sunil Aryal, Mohamed Reda Bouadjenek
Missing data poses a significant challenge in data science, affecting decision-making processes and outcomes. Understanding what missing data is, how it occurs, and why it is cruci…
The Pursuit of Fairness in Artificial Intelligence Models: A Survey
Tahsin Alamgir Kheya, Mohamed Reda Bouadjenek, Sunil Aryal
Artificial Intelligence (AI) models are now being utilized in all facets of our lives such as healthcare, education and employment. Since they are used in numerous sensitive enviro…
Hierarchical Classification for Intrusion Detection System: Effective Design and Empirical Analysis
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek +2
With the increased use of network technologies like Internet of Things (IoT) in many real-world applications, new types of cyberattacks have been emerging. To safeguard critical in…
A Dual-Tier Adaptive One-Class Classification IDS for Emerging Cyberthreats
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek +2
In today's digital age, our dependence on IoT (Internet of Things) and IIoT (Industrial IoT) systems has grown immensely, which facilitates sensitive activities such as banking tra…
usfAD Based Effective Unknown Attack Detection Focused IDS Framework
Md. Ashraf Uddin, Sunil Aryal, Mohamed Reda Bouadjenek +2
The rapid expansion of varied network systems, including the Internet of Things (IoT) and Industrial Internet of Things (IIoT), has led to an increasing range of cyber threats. Ens…
Training Machine Learning models at the Edge: A Survey
Aymen Rayane Khouas, Mohamed Reda Bouadjenek, Hakim Hacid +1
Edge computing has gained significant traction in recent years, promising enhanced efficiency by integrating artificial intelligence capabilities at the edge. While the focus has p…