14 Result(s)
within
Syed Afzal Murtaza Rizvi
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Article
Dermatological disease prediction and diagnosis system using deep learning
The prevalence of skin illnesses is higher than that of other diseases. Fungal infection, bacteria, allergies, viruses, genetic factors, and environmental factors are among important causative factors that hav...
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Article
Enhancing IoT intrusion detection system with modified E-GraphSAGE: a graph neural network approach
In network intrusion detection, graph neural networks (GNNs) have gained remarkable attention in addressing cybersecurity threats. This research addresses the growing cybersecurity challenges by introducing th...
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Article
Detection of Lung Diseases for Pneumonia, Tuberculosis, and COVID-19 with Artificial Intelligence Tools
Chest X-ray imaging is a low-cost, easy way to diagnose lung abnormalities caused by infectious diseases such as COVID-19, pneumonia, or tuberculosis. The primary objective of the study is to carefully analyse...
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Article
Feature Engineering to Heterogeneous Cross Software Projects Defect Prediction: A Novel Framework
Heterogeneous cross-project defect prediction (HCPDP) aims to predict defects in a target project with limited historical defect data via a defect prediction (DP) model trained with defect data of another sour...
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Chapter
Applications of Computational Methods in Natural Products Based Drug Discovery
Since antiquity, natural resources, mainly plants, have been used for medicinal purposes. The primitive usage was based on a trial-and-error strategy. When time passed, humans started to look deeper into the a...
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Chapter and Conference Paper
To Predicit the Layout of COVID-19 by Using ARIMA Model
It has been observed that a sudden spurt in the number of COVID positive cases reported in the November 2020. The state government has started taking measure to prevent the spread of pandemic and to avert any ...
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Chapter and Conference Paper
Open Challenges of Communication Security in an IoT Environment—A Survey
Internet of Things (IoT) is a continuously growing concept in ICT concerning the progression of ubiquitous computing, machine-to-machine (M2M) communication, and wireless sensor networks. IoT is the network of...
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Chapter
How Machine Learning Has Revolutionized the Field of Cancer Informatics?
Cancer is among the most threatening maladies that humans are struggling to find a cure for ages. Greek physician and philosopher Hippocrates first introduced the world with the word cancer. Historical evidenc...
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Chapter and Conference Paper
Unsupervised Learning to Heterogeneous Cross Software Projects Defect Prediction
Heterogeneous Cross-Project Defect Prediction (HCPDP) aims to predict defects with insufficient historical defect data in a target project through a defect prediction (DP) model trained using another source pr...
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Chapter and Conference Paper
Handling Class Imbalance Problem in Heterogeneous Cross-Project Defect Prediction
Software Defect Prediction (SDP) is one of the key tasks in the testing phase of Software Development Life Cycle (SDLC) that discovers modules that are more susceptible to defects and therefore requires signif...
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Chapter and Conference Paper
Information Credibility on Twitter Using Machine Learning Techniques
In today’s world, people are highly inclined towards social networking sites like Twitter, which provides a platform where users can have easy access to the high impact occasions/events rising worldwide. Users...
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Chapter and Conference Paper
Heterogeneous Cross Project Defect Prediction – A Survey
In the testing phase of Software Development Life Cycle (SDLC), Software Defect Prediction (SDP) is one of the pivotal task which finds the modules that are more vulnerable to defects and therefore need subst...
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Chapter and Conference Paper
The Cascade Generation Nature of Compartmental Models - A Comparative Study
Since researchers started analyzing online social networks, understanding the characteristics of information propagation has been of immense interest. For the same, information diffusion models have been propo...
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Chapter and Conference Paper
Identification of Credibility Content Measures for Twitter and Sina-Weibo Social Networks
Twitter has been the most pivotal platform for sharing information, news and messages among the connected people. In the era of social media where a huge amount of information is being shared over the internet...
