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Comparative study of machine learning algorithms in data classification
Published 2025“…The results will help with real-world data mining applications of machine learning and be a useful guide for further study and practical applications.…”
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Final Year Project / Dissertation / Thesis -
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A New Mobile Botnet Classification based on Permission and API Calls
Published 2024“…As a result, 16 permissions and 31 API calls that are most related with mobile botnet have been extracted using feature selection and later classified and tested using machine learning algorithms. The experimental result shows that the Random Forest Algorithm has achieved the highest detection accuracy of 99.4% with the lowest false positive rate of 16.1% as compared to other machine learning algorithms. …”
Proceedings Paper -
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Exploring nexus of social media algorithms, content creators, and gender bias: a systematic literature review
Published 2024“…The algorithmic curation of popular content also introduces inequities among content creators. …”
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Article -
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An efficient fuzzy C-least median clustering algorithm
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Student resource exchange: a web-based system for sharing educational resources among students
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Final Year Project / Dissertation / Thesis -
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A study on personalized recommender system using social media
Published 2020“…The evaluation on these algorithm is done to evaluate accuracy of the algorithm. …”
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Final Year Project / Dissertation / Thesis -
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Classifying good and bad websites
Published 2015“…Hence, SVM classifier achieved the highest accuracy among all. This project illustrates that it is possible to classify websites as good or bad by using the underlying tags along with the machine learning algorithms.…”
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Final Year Project Report / IMRAD -
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Suspicious activities detection for anti-money laundering using machine learning techniques
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Final Year Project / Dissertation / Thesis -
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A new algorithm to measure relevance among Web pages
Published 2006“…This paper proposes a new algorithm to measure relevance among Web pages (RWP) using a hybrid method of hyperlink analysis and content analysis. …”
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How Can Unmanned Aerial Vehicles Be Used for Detecting Weeds in Agricultural Fields?
Published 2024Article -
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Phishing image spam classification research trends: Survey and open issues
Published 2020“…Among these methods, the most commonly utilized is the Support Vector Machine (SVM) which falls under supervised machine learning. …”
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How can unmanned aerial vehicles be used for detecting weeds in agricultural fields?
Published 2021“…Most of the weed images were captured using red, green, and blue (RGB) camera, i.e., 48.28% and main classification algorithm was machine learning techniques, i.e., 47.90%. …”
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Implementation of machine learning techniques with big data and IoT to create effective prediction models for health informatics
Published 2024“…Likewise, in this paper, a machine learning-based big data analytics model is developed for predictingmulti-diseases to provide a better decision support system for various healthcare applications. …”
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Software agent as an effective tool for managing the Internet of thing data complexity
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Conference or Workshop Item -
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A new ant based rule extraction algorithm for web classification
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Monograph -
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Web cluster load balancing via genetic-fuzzy based algorithm
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Adaptive System State Based Load Balancing For Web Application Server Cluster Of Heterogeneous Performance Nodes
Published 2013“…This research is to propose a new efficient DNS-based load balancing algorithms that can solve a sudden increase of demand for service requests when they are applied to a local Domain Name Service (DNS) server for Web based applications and selected services. …”
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Thesis -
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