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Object detection system using haar-classifier
Published 2009“…Development of this project is categorized into two phase which are training phase and execution phase. …”
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Undergraduates Project Papers -
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Vision-based robot indoor navigation
Published 2022“…NodeRed links both processing units together. An algorithm is developed in the computer to achieve image processing, user input, path planning, simulation, and writing of output files. …”
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Final Year Project / Dissertation / Thesis -
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Auxiliary-based extension of multi-tasking sequence-to-sequence model for chatbot answers
Published 2021“…Besides, many chatbots are developed using the single-task learning (“STL”) method which executes only the response generation task. …”
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Thesis -
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Image classification using two dimensional wavelet coefficients with parallel computing
Published 2020“…In addition, this research does not require any pre-stored database to train the algorithm. This research requires the supervision from the users to train the algorithm by naming the region. …”
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Final Year Project / Dissertation / Thesis -
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Classification of Agarwood using ANN
Published 2012“…The data analysis using Principal Component Analysis (PCA) was done to find significant input selection from 32 sensors of the E-nose and to recognize pattern variations from different number of Agarwood samples as inputs to ANN training. The network developed based on three layers feed forward network and the back propagation learning algorithm was used in executing the network training. …”
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Article -
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Grid-Based Classifier as a Replacement for Multiclass Classifier in a Supervised Non-Parametric Approach
Published 2009“…The quality of a given classification technique is measured by the computational complexity, execution time of algorithms, and the number of patterns that can be classified correctly despite any distribution. …”
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Thesis -
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Forensic language of property theft genre based on mathematical formulae and machine learning algorithms / Hana' Abd Razak
Published 2020“…Towards achieving better detection in real-time environment, colour pixel-based images were trained on five pre-trained CNNs using transfer learning algorithm. …”
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Thesis -
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Modeling and forecasting of injected fuel flow using neural network
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Working Paper -
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State of charge estimation for lithium-ion battery based on random forests technique with gravitational search algorithm
Published 2023Conference Paper -
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On-line condition monitoring system for high level trip water in steam Boiler's Drum
Published 2023“…The developed relevant variables were selected based on a combination of theory, experience and execution phases of the model. …”
Conference Paper -
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On-line condition monitoring system for high level trip water in steam Boiler's Drum
Published 2014“…The developed relevant variables were selected based on a combination of theory, experience and execution phases of the model. …”
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Conference or Workshop Item
