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An Improved C4.5 Data Mining Driven Algorithm for the Diagnosis of Coronary Artery Disease
Published 2019“…This research used an im-proved C4.5 data mining algorithm for the diagnosis of CAD. A performance evaluation of the improved algorithm was carried out against the traditional C4.5 Algorithm. …”
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Conference or Workshop Item -
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Evaluation of genetic algorithm based solar tracking system for photovoltaic panels
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Conference or Workshop Item -
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Optimisation of tilt angles for fixed PV Panel via computational algorithm
Published 2022“…Therefore, this Final Year Project (FYP) proposes and develops a computational algorithm to calculate the annual energy generation at different tilt angles of the PV panel and determine the optimum tilt angles of the PV panel at various locations in Malaysia under local weather conditions. …”
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Final Year Project / Dissertation / Thesis -
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Spacecraft sun-pointing using coplanar solar panels data and magnetic field measurements
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Proceeding Paper -
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Solar panel tracker model using PIC16F877A
Published 2005“…This paper presents an application of a solar panel tracker module that measures the output voltage of solar panel in Photovoltaic (PV) application and tracks the sun's movement in order to get optimum exposure of the sun's irradiance. …”
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Student Project -
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Customer behavior analysis based on purchasing history and reviews using automated decision-making systems
Published 2025“…According to the provided tables, the proposed methods (KNN and ADMS) outperform the other algorithms (ID3, Decision Tree, and Logistic Regression) across a range of customer review counts in terms of accuracy (98.95%), precision (94.62%), recall (99.24%), and F1-score (96.87%) while processing customer reviews more quickly (0.063). …”
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Article -
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Automatic extraction of digital terrain model and Building Footprint from airborne LiDAR data using rule-based learning techniques
Published 2021“…In the next step, noise and roof errors were removed using KNN filter and a new network was created and re-evaluated based on the shortest distance in the LiDAR point cloud to create an integrated DTM. …”
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Thesis -
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Identifying Damage Types in Solar Panels Through Surface Image Analysis with Naive Bayes
Published 2024“…The findings indicate that the GNB algorithm surpasses BNB, with a mean average precision (mAP) of 39.83% with an 85:15 training-test ratio, whereas BNB reaches a maximum mAP of 29.25% at a 90:10 ratio. …”
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Journal -
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Performance analyses of various photovoltaic power plant based on local spectral irradiances in Malaysia using genetic algorithm
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Final Year Project / Dissertation / Thesis -
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Optimization of a reliable grid-connected PV-based power plant
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Proceeding Paper -
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Arduino solar tracker with blynk / Muhammad Azim Hafizi Azlan
Published 2024“…The Arduino board serves as the main control unit, coordinating panel movements and allowing online or mobile application-based remote monitoring and control. …”
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Student Project -
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Experimental Parameters Study Of Micro-Perforated Panel And The Application On Vacuum Cleaner
Published 2017“…At the last of the paper, the parameter of MPP was optimized tuned by simulated annealing algorithm. Then, the optimized MPP sound absorber was applied to a small utility vacuum cleaner with power 1800W in order to prove the MPP in real life application and the results showed that the overall noise level reduced by 2.2dB(A) which is 2.69% from the overall operating noise of vacuum cleaner.…”
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Monograph -
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Fuzzy control algorithm for educational light tracking system
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Proceeding Paper -
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Design and analysis an C curved photovoltaic panel
Published 2024“…Various techniques may be used to improve the C curved shape of a solar panel to get a better design. The mathematical algorithm may aid in designing a favorable curvature. …”
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