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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…Using the J48 tree algorithm implemented through WEKA API on a Java Servlet, data provided is processed to derive a health index of the plant, with the possible outcomes set to “Good,” “Okay”, or “Bad”. …”
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Article -
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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
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Adoption of machine learning algorithm for analysing supporters and non supporters feedback on political posts / Ogunfolajin Maruff Tunde
Published 2022“…This thesis is based on the application of sentiment classification algorithm to tweet data with the goal of classifying messages based on the polarity of sentiment towards a particular topic (or subject matter). …”
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Thesis -
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Development of a scalable video compression algorithm
Published 2012“…The choice of a scalable video coding framework in this context brings technical and economical advantages. The result shows that the managed complexity algorithm based on Lagrangian Multiplier function outperforms the normal encoder. …”
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Proceeding Paper -
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Design and development of an intelligent battery charger station
Published 2009“…The fast charge cycle bring the battery to approximately 90% of the full charge condition. …”
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Monograph -
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Mining Sequential Patterns Using I-PrefixSpan
Published 2007“…In this paper, we propose an improvement of pattern growth-based PrefixSpan algorithm, called I-PrefixSpan. The general idea of I-PrefixSpan is to use the efficient data structure for general tree-like framework and separator database to reduce the execution time and memory usage. …”
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Conference or Workshop Item -
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Application of Bee Colony Optimization (BCO) in NP-Hard Problems
Published 2011“…Bee-Inspired algorithms were presumed to bring the new direction in the field of Swann Intelligence. …”
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Final Year Project -
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An Innovative Signal Detection Algorithm in Facilitating the Cognitive Radio Functionality for Wireless Regional Area Network Using Singular Value Decomposition
Published 2011“…This thesis introduces an innovative signal detector algorithm in facilitating the cognitive radio functionality for the new IEEE 802.22 Wireless Regional Area Networks (WRAN) standard. …”
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Thesis -
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AI powered asthma prediction towards treatment formulation: an android app approach
Published 2022“…We utilized eight robust machine learning algorithms to analyze this dataset. We found that the Decision tree classifier had the best performance, out of the eight algorithms, with an accuracy of 87%. …”
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AI powered asthma prediction towards treatment formulation : An android app approach
Published 2022“…We utilized eight robust machine learning algorithms to analyze this dataset. We found that the Decision tree classifier had the best performance, out of the eight algorithms, with an accuracy of 87%. …”
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Modelling of multi-robot system for search and rescue
Published 2023“…This report focusses on developing a novel multi-robot path planning algorithm based on the Modified Particles Swarm Optimization (MPSO) algorithm for dynamic environments. …”
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Final Year Project / Dissertation / Thesis -
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Tobi-RC mobile application: Development of remote control car program over bluetooth system / Ain Amirah Hussin
Published 2016“…The project achieve objectives by using RAD (Rapid Application Development) approach as the guideline and by making sure that this application is filled with great user experiences and functionality goals. …”
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Thesis -
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Controller placement problem in the optimization of 5G based SDN and NFV architecture
Published 2021“…The separation of control functionality from forwarding devices brings orchestration and management to enable 5G network programmability. …”
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Thesis -
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Scentopia: Navigating the World of Fragrance
Published 2024“…This research presents a comparative analysis that emphasises the unique qualities of Scentopia above other platforms in the market, highlighting its large database size, sophisticated recommendation algorithm, and high degree of personalisation. The research also looks into potential future projects, such as adding a visual search function, bringing the application to Android and other platforms, allowing for ongoing user feedback, and doing routine maintenance and updates. …”
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Final Year Project -
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Internet access using encrypted membercard / Muhammad Syafiq Sopian
Published 2021“…The main function of this device is to control input user of client and to also encrypt it with AES algorithm. …”
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Student Project -
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Android Ransomware Detection Based on Dynamic Obtained Features
Published 2024journal::journal article -
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Real time traceability module for halal logistic transportation using GPS and geofence technique
Published 2016“…Due to its significant function, whereby a conversion of manual procedure into a web based module is necessary, this module will be effective and brings benefits to the authorities, Halal logistic service providers and also users.…”
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Thesis -
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Deep Learning-Driven Mobility And Utility-Based Resource Management In Mm-Wave Enable Ultradense Heterogeneous Networks
Published 2025thesis::doctoral thesis -
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Critical insight for MAPReduce optimization in Hadoop
Published 2014“…The predominant philosophy behind Hadoop optimization is the optimization of MapReduce, which is a dominant programming platform effective in bringing a=bout many functional enhancements as per scheduling algorithms developed and implemented. …”
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