Search Results - (( development projects reflections algorithm ) OR ( java application optimisation algorithm ))
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Study and Implementation of Data Mining in Urban Gardening
Published 2019“…The system is essentially a three-part development, utilising Android, Java Servlets, and Arduino platforms to create an optimised and automated urban-gardening system. …”
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Web-based expert system for material selection of natural fiber- reinforced polymer composites
Published 2015“…Finally, the developed expert system was deployed over the internet with central interactive interface from the server as a web-based application. As Java is platform independent and easy to be deployed in web based application and accessible through the World Wide Web (www), this expert system can be one stop application for materials selection.…”
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Software User Interface and Algorithm Development for Signal and Noise Characterization
Published 2015“…The light is emit to cantilever and reflect the light to photodiode. The data from photodiode is read by LabVIEW software for further develop to obtain useful output data. …”
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Final Year Project / Dissertation / Thesis -
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Shortest Path Trajectory System Based on Dijkstra Algorithm
Published 2012“…This project includes the modification of main algorithm which has been implemented in the prototype development. …”
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Hybrid optimization approach to estimate random demand
Published 2012“…The main objective of this study is to develop a demand forecasting model that should reflect the characteristics of random demand patterns.To accomplish this goal, a hybrid algorithm combining a genetic algorithm and a local search algorithm method was developed to overcome premature convergence in local optima problems.The performance of the hybrid algorithm was compared with a single algorithm model in estimating parameter values that minimize objective function which was used to measure the goodness-of-fit between the observed data and simulated results.However, two problems had to be overcome in the forecasting random demand model. …”
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Conference or Workshop Item -
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Drone Based People Counter And Tracking Using Unique Id Using Opencv Python
Published 2020“…The outcome of this project reflects the object detection technique which will potentially improve the machine vision and will subsequently contribute to the development of the image processing in artificial intelligence.…”
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Monograph -
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The influence of machine learning on the predictive performance of cross-project defect prediction: empirical analysis
Published 2024“…The nuanced examination of algorithmic efficacy provides practical insights for developers and practitioners navigating the challenges of cross-project defect prediction. …”
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Maze Mouse
Published 2004“…The objective of this project is to develop a maneuverable micromouse that hasthe capability to navigate in the maze and find its way out of maze. …”
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Final Year Project -
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Classification and detection of intelligent house resident activities using multiagent
Published 2013“…The intelligent home research requires understanding of the human behavior and recognizing patterns of activities of daily living (ADL).However instead of understand the psychosomatic nature of human early projects in this area simply employed intelligence to the household appliance.This paper proposed an algorithm for detecting ADL.The proposed method is based on two opposite state entity extraction.The method reflects on the common data flow of smart home event sequence.The developed algorithm clusters the smart home events by isolating opposite status of home appliance. …”
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Automated guided vehicle (AGV) using 68HC11 microcontroller
Published 2006“…The key study in this project is the algorithm designed in assembly language, embedded in the microcontroller.…”
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Undergraduates Project Papers -
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Sentiment mining in twitter for early depression detection / Najihah Salsabila Ishak
Published 2021“…At the end of this project, a prototype that can classify tweet is developed and used to monitor the tweets' sentiment probability.…”
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Navigating challenges and opportunities of machine learning in hydrogen catalysis and production processes: Beyond algorithm development
Published 2025“…While the literature reflects a promising landscape for ML applications in hydrogen energy domains, transitioning AI-based algorithms from controlled environments to real-world applications poses significant challenges. …”
Review -
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A study of Time-Of-Flight applications using a TOF camera sensor board
Published 2023“…Modifications of the camera parameters were required to increase the accuracy of the tracking algorithm depending on the scenery. Multiple scenes were tested in this project.…”
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Predicting YSPSAH's product preferences across department of private hospitals
Published 2025“…Limitations include the exclusion of external factors such as seasonality and reliance on historical data which may not reflect future trends. Future enhancements could involve integrating real-time data and testing advanced forecasting algorithms to improve model performance. …”
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Student Project -
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Skin burn degree detection using Convolutional Neural Network / Nur Amaleen Aishah Salehuddin
Published 2024“…This project aims on the development of a Skin Burn Degree Detection system utilizing Convolutional Neural Network (CNN) algorithms. …”
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Intent-IQ: customer’s reviews intent recognition using random forest algorithm
Published 2025“…The future recommendation for this project is to build a classification model for Malay reviews and explore other algorithms which could gain better accuracy by capturing more contextual meanings in the reviews such as BERT.…”
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