A review of principal component analysis algorithm for dimensionality reduction

BMS Hasan, AM Abdulazeez - Journal of Soft Computing …, 2021 - publisher.uthm.edu.my
Big databases are increasingly widespread and are therefore hard to understand, in
exploratory biomedicine science, big data in health research is highly exciting because data …

Blockchain-based IoT devices in supply chain management: a systematic literature review

M Hussain, W Javed, O Hakeem, A Yousafzai… - Sustainability, 2021 - mdpi.com
Through recent progress, the forms of modern supply chains have evolved into complex
networks. The supply chain management systems face a variety of challenges. These …

Real-time DDoS attack detection system using big data approach

MJ Awan, U Farooq, HMA Babar, A Yasin, H Nobanee… - Sustainability, 2021 - mdpi.com
Currently, the Distributed Denial of Service (DDoS) attack has become rampant, and shows
up in various shapes and patterns, therefore it is not easy to detect and solve with previous …

Image-based malware classification using VGG19 network and spatial convolutional attention

MJ Awan, OA Masood, MA Mohammed, A Yasin… - Electronics, 2021 - mdpi.com
In recent years the amount of malware spreading through the internet and infecting
computers and other communication devices has tremendously increased. To date …

Deep learning for diabetic retinopathy analysis: a review, research challenges, and future directions

MW Nadeem, HG Goh, M Hussain, SY Liew… - Sensors, 2022 - mdpi.com
Deep learning (DL) enables the creation of computational models comprising multiple
processing layers that learn data representations at multiple levels of abstraction. In the …

A recommendation engine for predicting movie ratings using a big data approach

MJ Awan, RA Khan, H Nobanee, A Yasin, SM Anwar… - Electronics, 2021 - mdpi.com
In this era of big data, the amount of video content has dramatically increased with an
exponential broadening of video streaming services. Hence, it has become very strenuous …

Detection of COVID-19 in chest X-ray images: A big data enabled deep learning approach

MJ Awan, MH Bilal, A Yasin, H Nobanee… - International journal of …, 2021 - mdpi.com
Coronavirus disease (COVID-19) spreads from one person to another rapidly. A recently
discovered coronavirus causes it. COVID-19 has proven to be challenging to detect and …

Executing spark BigDL for leukemia detection from microscopic images using transfer learning

MO Aftab, MJ Awan, S Khalid, R Javed… - 2021 1st International …, 2021 - ieeexplore.ieee.org
Acute Leukemia disease is the bone marrow problem common both in children and adults.
Medical image analytics is applied in the field of Digital Image Processing (DIP) and Deep …

Fake profile recognition using big data analytics in social media platforms

MJ Awan, MA Khan, ZK Ansari… - International …, 2022 - inderscienceonline.com
Online social media platforms today have many more users than ever before. This increased
fake profiles trends which is harming both social and business entities as fraudsters use …

Improved deep convolutional neural network to classify osteoarthritis from anterior cruciate ligament tear using magnetic resonance imaging

MJ Awan, MSM Rahim, N Salim, A Rehman… - Journal of Personalized …, 2021 - mdpi.com
Anterior cruciate ligament (ACL) tear is caused by partially or completely torn ACL ligament
in the knee, especially in sportsmen. There is a need to classify the ACL tear before it fully …