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A real-time mobile notification system for inventory stock out detection using SIFT and RANSAC
Published 2020“…On this note, a smart solution for stock-out detection in warehouses is proposed in this paper, to automate the process using inventory management software. The proposed method is a machine learning based real-time notification system using the exciting Scale Invariant Feature Transform feature detector (SIFT) and Random Sample Consensus (RANSAC) algorithms. …”
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Flood detector with IoT notifications / Mohammad Fazrul Fahmi Mohammad Razali
Published 2024“…The system offers a comprehensive approach to flood monitoring by combining real-time communication, complex data processing algorithms, and sensor networks. …”
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Student Project -
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Early detection for server availability in University Malaya data center / Mohd Azizi Osman
Published 2016“…The objective of the system is to design the detection algorithm for server availability, to develop the detection algorithm for server availability and to test the detection algorithm form server availability. …”
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Thesis -
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Enhancement load balancing in failover web server by using HTTP-response status techniques with pfsense opensource / Muhammad Hafiz Ramli
Published 2020“…The method of election of the resources behind the load balancer will require some algorithms and techniques to process the client request. …”
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Thesis -
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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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Study of machine learning in computer vision using Raspberry Pi
Published 2024text::Final Year Project -
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A smart guidance indoor parking system based on Dijkstra's algorithm and ant colony algorithm
Published 2020“…The hardware part explains the components used in the system and the software part explains the algorithms which have been used in the system. …”
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Mining Sequential Patterns using I-PrefixSpan
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Citation Index Journal -
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Classroom finder system with student availability, space and time constraint
Published 2024“…The primary focus of the system is on facilitating efficient and conflict-free room assignments while considering various constraints and requirements by exploring the suitable Artificial Intelligence approaches and scheduling algorithms. …”
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Final Year Project / Dissertation / Thesis -
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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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Traffic monitoring system with emergency support using SOM
Published 2020“…This paper proposed a system of emergency notification to alert the driver. …”
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Final Year Project / Dissertation / Thesis -
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DESIGN OF SMART TRAFFIC LIGHT SYSTEM BASED ON INTERNET OF THINGS
Published 2018“…Density of the traffic is calculated by the algorithm that have various variables. The system will synchronize with Android Application, which can show the notification of alert system, level of traffic congestion and real-time sensors data for each junction. …”
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Final Year Project Report / IMRAD -
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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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Face recognition based automated student attendance system
Published 2018“…Hence, we have proposed an automated student attendance system based on face recognition. Face recognition system is very useful in life applications especially in security control systems. …”
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Final Year Project / Dissertation / 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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Vehicle accident alert system using GPS and GSM / Deanial Fikri Mat Desa
Published 2024“…The TTGO ESP32 microcontroller serves as the central processing unit, coordinating communication between components and executing accident detection algorithms. …”
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Image processing-based flood detection
Published 2019“…If the water level exceeds the specific threshold, the system will generate notification as early warning for the possibility of floodi ng by uploading the text and image to the twitter regarding that condition. …”
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Conference or Workshop Item -
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Seat belt control system : drowsiness detector system
Published 2022“…In addition, for the drowsiness system, entails the process of camera installations that enable day and night detection as well the alert notification. …”
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Undergraduates Project Papers
