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1
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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Development of energy storage system for storing regenerative braking energy from train
Published 2022“…ETrax software is used for dynamic load flow simulations to obtain an accurate estimation of the energy recovery captured in the system in each operation mode by incorporating train headway interval variations, algorithm and the effects of train schedules on the operating mode.…”
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Intelligent road recognition system for automous vehicle
Published 2013“…The image features are extracted using simple image processing algorithms and are trained using artificial neural network (ANN). …”
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Density based subspace clustering: a case study on perception of the required skill
Published 2014“…Real datasets are from education, particularly regarding the perception of students’ industrial training and from industries due to required skill. …”
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Density subspace clustering: a case study on perception of the required skill
Published 2014“…Real datasets are from education, particularly regarding the perception of students’ industrial training and from industries due to required skill. …”
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Development of gender and race recognition system using speech and recognition by using frequency spectrum
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Deep learning-based single-shot and real-time vehicle detection and ego-lane estimation
Published 2020“…The proposed architecture shows that an elaborate pipeline of multiple steps to develop an algorithm for the FCWS application is eliminated. …”
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Artificial Intelligence (AI) in the art and design industry / Fahmi Samsudin
Published 2023“…Addressing these challenges requires the development of policies and regulations to ensure responsible AI development and application. …”
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Detection of Malaysian sign language with single shot detector algorithm/ Nurfarah Idayu Mohamad Fauzi, Shahirah Mohamed Hatim and Zalikha Zulkifli
Published 2023“…To facilitate the training of a custom TensorFlow Lite model, the project leveraged the TensorFlow eLite Model Maker library. …”
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Enhanced notes capture using super resolution technique on tecogan
Published 2023“…By using generative adversarial network (GAN), the quality of the visual perception can be greatly improved. TecoGAN, a new Artificial Intelligence (AI) Super-Resolution Algorithm will be introduced in this project. …”
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Final Year Project / Dissertation / Thesis -
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Deep reinforcement learning-based driving strategy for avoidance of chain collisions and its safety efficiency analysis in autonomous vehicles
Published 2022“…Moreover, to demonstrate the accuracy of the safety efficiency analysis, multiple training runs of the neural networks in respect of training performance, speed of training, success rate, and stability of rewards with a trade-off between exploitation and exploration during training are presented. …”
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Deep reinforcement learning based driving strategy for avoidance of chain collisions and its safety efficiency analysis in autonomous vehicles
Published 2022“…Moreover, to demonstrate the accuracy of the safety efficiency analysis, multiple training runs of the neural networks in respect of training performance, speed of training, success rate, and stability of rewards with a trade-off between exploitation and exploration during training are presented. …”
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Risk perception modeling based on physiological and emotional responses / Ding Huizhe
Published 2024“…Therefore, accurate risk perception has become vital. This research aims to develop models for objectively assessing perceived risk. …”
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15
Auto raise hand in Microsoft teams (API/Extension)
Published 2023“…Artificial Intelligence focuses on developing intelligences of machines, by developing algorithms, machines are able to learn from data and patterns, even perform tasks that require human intelligence, such as visual perception, speech recognition, and decision-making. …”
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Final Year Project / Dissertation / Thesis -
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Development of ground truth data for automatic lumbar spine MRI image segmentation
Published 2019“…The quality of the resulting system depends largely on the availability of good data for the machine learning algorithm to train on. Training data of a supervised learning process needs to include ground truth, i.e., data that have been correctly annotated by experts. …”
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Proceeding Paper -
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Predictive Analytics for Crude Oil Price Using RNN-LSTM Neural Network
Published 2020“…This study aims to certify the capability of a prediction model built based on the RNN-LSTM network to predict the future price of crude oil. The developed model is trained and evaluated against accuracy matrices to assess the capability of the network to provide an improvement of the accuracy of crude oil price prediction as compared to other strategies. …”
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Interactive learning package for artificial neural network (Demonstration Module) / Camellia Mohd Kamal
Published 2004“…For the Feed Forward, Recurrent and Self Organizing Map Networks there are the Neuron Model, Basic Architecture and Training Algorithm. The demonstrations are included each every topic. …”
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Artificial neural network modeling of grinding of ductile cast iron using water based sio2 nanocoolant
Published 2014“…Multi-layer perception and a batch back propagation algorithm are used. …”
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