Nouman Ali
YOU?
Author Swipe
View article: AI based natural inhibitor targeting RPS20 for colorectal cancer treatment using integrated computational approaches
AI based natural inhibitor targeting RPS20 for colorectal cancer treatment using integrated computational approaches Open
The increasing global incidence of cancer emphasizes the vital role of machine learning algorithms and artificial intelligence (AI) in identifying novel anticancer targets and developing new drugs. Computational approaches can significantl…
View article: Exploring the therapeutic potential of Thymus vulgaris ethanol extract: a computational screening for antimicrobial compounds against COVID-19 induced mucormycosis
Exploring the therapeutic potential of Thymus vulgaris ethanol extract: a computational screening for antimicrobial compounds against COVID-19 induced mucormycosis Open
View article: Classification of Remote Sensing Datasets with Different Deep Learning Architectures
Classification of Remote Sensing Datasets with Different Deep Learning Architectures Open
Remote sensing image classification has great advantages in the areas of environmental monitoring, urban planning, disaster management and many others. Unmanned Aerial Vehicles (UAVs) have revolutionized remote sensing by providing high-re…
View article: Evaluation of Solid Phase Joining Using Friction Stir Welding Technique between Aluminum 6061 and Polymer-Based Composites
Evaluation of Solid Phase Joining Using Friction Stir Welding Technique between Aluminum 6061 and Polymer-Based Composites Open
Solid-phase joining is a technique used to fuse two materials by applying heat and pressure, causing plastic deformation without reaching the melting point. This method is applicable for similar and dissimilar materials, including metals, …
View article: Optimal Solution of Environmental Economic Dispatch Problems Using QPGPSO-ω
Optimal Solution of Environmental Economic Dispatch Problems Using QPGPSO-ω Open
The renewable energy sources (RESs)-based economic dispatch problem (EDP) is of vital importance for modern power systems. Environmental pollution, climatic degradation, and rapidly growing prices of continuously depleting fossil fuels hav…
View article: TiWA: Achieving Tetra Indicator Wi-Fi Associations in Software Defined Wi-Fi Networks
TiWA: Achieving Tetra Indicator Wi-Fi Associations in Software Defined Wi-Fi Networks Open
With the rise in smart devices, challenges such as traffic management particularly in the indoor scenarios have also increased. Wireless technologies seek to address these needs by using new radio access technologies that offer faster conn…
View article: Face Detection & Recognition from Images & Videos Based on CNN & Raspberry Pi
Face Detection & Recognition from Images & Videos Based on CNN & Raspberry Pi Open
The amount of multimedia content is growing exponentially and a major portion of multimedia content uses images and video. Researchers in the computer vision community are exploring the possible directions to enhance the system accuracy an…
View article: COVID-19 Vaccines Related User’s Response Categorization Using Machine Learning Techniques
COVID-19 Vaccines Related User’s Response Categorization Using Machine Learning Techniques Open
Respiratory viruses known as coronaviruses infect people and cause death. The multiple crown-like spikes on the virus’s surface give them the name “corona”. The pandemic has resulted in a global health crisis and it is expected that every …
View article: Remote Sensing Image Classification: A Comprehensive Review and Applications
Remote Sensing Image Classification: A Comprehensive Review and Applications Open
Remote sensing is mainly used to investigate sites of dams, bridges, and pipelines to locate construction materials and provide detailed geographic information. In remote sensing image analysis, the images captured through satellite and dr…
View article: Hybrid Approach for Shelf Monitoring and Planogram Compliance (Hyb-SMPC) in Retails Using Deep Learning and Computer Vision
Hybrid Approach for Shelf Monitoring and Planogram Compliance (Hyb-SMPC) in Retails Using Deep Learning and Computer Vision Open
In retail management, the continuous monitoring of shelves to keep track of the availability of the products and following proper layout are the two important factors that boost the sales and improve customer’s level of satisfaction. The s…
View article: Handwritten Urdu Characters and Digits Recognition Using Transfer Learning and Augmentation With AlexNet
Handwritten Urdu Characters and Digits Recognition Using Transfer Learning and Augmentation With AlexNet Open
Automated recognition of handwritten characters and digits is a challenging task. Although a significant amount of literature exists for automatic recognition of handwritten characters of English and other major languages in the world, the…
View article: A Novel Approach for Outlier Detection in Multivariate Data
A Novel Approach for Outlier Detection in Multivariate Data Open
Outlier detection is a challenging task especially when outliers are defined by rare combinations of multiple variables. In this paper, we develop and evaluate a new method for the detection of outliers in multivariate data that relies on …
View article: Modeling of Wireless Traffic Load in Next Generation Wireless Networks
Modeling of Wireless Traffic Load in Next Generation Wireless Networks Open
Software defined WiFi network (SD-WiFi) is a new paradigm that addresses issues such as mobility management, load management, route policies, link discovery, and access selection in traditional WiFi networks. Due to the rapid growth of wir…
View article: Head Node Selection Algorithm in Cloud Computing Data Center
Head Node Selection Algorithm in Cloud Computing Data Center Open
Cloud computing provides multiple services such as computational services, data processing, and resource sharing through multiple nodes. These nodes collaborate for all prementioned services in the data center through the head/leader node.…
View article: Satellite and Scene Image Classification Based on Transfer Learning and Fine Tuning of ResNet50
Satellite and Scene Image Classification Based on Transfer Learning and Fine Tuning of ResNet50 Open
Image classification has gained lot of attention due to its application in different computer vision tasks such as remote sensing, scene analysis, surveillance, object detection, and image retrieval. The primary goal of image classificatio…
View article: Development of New Robust Optimal Score Function for the Weibull Distributed Error Term in Multilevel Models
Development of New Robust Optimal Score Function for the Weibull Distributed Error Term in Multilevel Models Open
A popular robust estimation technique for linear models is the rank-based method as an alternative to the ordinary least square (OLS) and restricted maximum likelihood (REML) in the presence of extreme observations. This method is applied …
View article: An Optimized and Efficient Routing Protocol Application for IoV
An Optimized and Efficient Routing Protocol Application for IoV Open
IoV is the latest application of VANET and is the alliance of Internet and IoT. With the rapid progress in technology, people are searching for a traffic environment where they would have maximum collaboration with their surroundings which…
View article: Requirement Engineering Challenges in Agile Software Development
Requirement Engineering Challenges in Agile Software Development Open
Agile software development has large success rate due to its benefits and promising nature but natively where the size of the project is small. Requirement engineering (RE) is crucial as in each software development life cycle, “Requiremen…
View article: Corrigendum to: Deep Learning in Age-invariant Face Recognition: A Comparative Study
Corrigendum to: Deep Learning in Age-invariant Face Recognition: A Comparative Study Open
View article: Detection of glaucoma using retinal fundus images: A comprehensive review
Detection of glaucoma using retinal fundus images: A comprehensive review Open
Content-based image analysis and computer vision techniques are used in various health-care systems to detect the diseases. The abnormalities in a human eye are detected through fundus images captured through a fundus camera. Among eye dis…
View article: Fabric Defect Detection Using Computer Vision Techniques: A Comprehensive Review
Fabric Defect Detection Using Computer Vision Techniques: A Comprehensive Review Open
There are different applications of computer vision and digital image processing in various applied domains and automated production process. In textile industry, fabric defect detection is considered as a challenging task as the quality a…
View article: Application of new quintic polynomial B-spline approximation for numerical investigation of Kuramoto–Sivashinsky equation
Application of new quintic polynomial B-spline approximation for numerical investigation of Kuramoto–Sivashinsky equation Open
A spline is a piecewise defined special function that is usually comprised of polynomials of a certain degree. These polynomials are supposed to generate a smooth curve by connecting at given data points. In this work, an application of fi…
View article: Home Security and Automation Based on Internet of Things: A Comprehensive Review
Home Security and Automation Based on Internet of Things: A Comprehensive Review Open
The current trends of research are focused on the use of the Internet of Things (IoT) for various real-time applications. IoT is a type of “universal global neural network” and very common because of its benefits in smart application trend…
View article: Three-dimensional face recognition using variance-based registration and subject-specific descriptors
Three-dimensional face recognition using variance-based registration and subject-specific descriptors Open
Face recognition underpins numerous applications; however, the task is still challenging mainly due to the variability of facial pose appearance. The existing methods show competitive performance but they are still short of what is needed.…
View article: AID1.rar
AID1.rar Open
The images in this dataset are downloaded from Google Earth. It comprises 30 categories with a total of 10,000 images. It is a large datasets and is uploaded in parts. Xia GS, Hu J, Hu F, Shi B, Bai X, Zhong Y, et al. AID: A benchmark data…
View article: An efficient branch and bound algorithm for direct model predictive control of boost converter
An efficient branch and bound algorithm for direct model predictive control of boost converter Open
The algorithmic efficiency offered by sphere decoding when compared with enumeration technique makes it a better choice for direct model predictive control of power converters.However, the application of sphere decoding algorithm requires …
View article: Deeply Learned Pose Invariant Image Analysis with Applications in 3D Face Recognition
Deeply Learned Pose Invariant Image Analysis with Applications in 3D Face Recognition Open
Face recognition aims to establish the identity of a person based on facial characteristics and is a challenging problem due to complex nature of the facial manifold. A wide range of face recognition applications are based on classificatio…
View article: AID1.rar
AID1.rar Open
The images in this dataset are downloaded from Google Earth. It comprises 30 categories with a total of 10,000 images. It is a large datasets and is uploaded in parts.Xia GS, Hu J, Hu F, Shi B, Bai X, Zhong Y, et al. AID: A benchmark data …
View article: SIRI_WHU Dataset
SIRI_WHU Dataset Open
The SIRI-WHU dataset comprises of 2400 images organized into 12 categories. Zhao B, Zhong Y, Xia GS, Zhang L. Dirichlet-derived multiple topic sceneclassification model for high spatial resolution remote sensing imagery. IEEETransactions o…
View article: AID1.rar
AID1.rar Open
The images in this dataset are downloaded from Google Earth. It comprises 30 categories with a total of 10,000 images. It is a large datasets and is uploaded in parts.Xia GS, Hu J, Hu F, Shi B, Bai X, Zhong Y, et al. AID: A benchmark data …