Energy management system using smart devices by Goh, Kenneth Eng Hao

“…Room level zoning can be achieved based on real-time detection using map-based method, feature-based detector and motion analysis [3]. …”
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Implementation of reinforcement learning using neural networks by Tan, Keng Hui

“…Reinforcement learning can be used to train machine to do our daily job such as cleaning the house, driving the car and may even one day breach into the manufacturing world.…”
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Balance assessment using multimodal sensory system by Wang, Guo Wei

“…To the best of our knowledge, there has not been any application using both smart phone and a pressure mat together. …”
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Object recognition using deep learning features by Zhu, Daiqing

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Evaluation of material properties using ultrasound techniques by Rashmi Srinivasan

“…This report describes a new and a unique methodology developed by the author, to calculate the sound velocity through the epoxy using the “through transmission” technique. “Krautkramer USD15S” ultrasonic equipment was used to find out the total time of flight in microseconds for the complete three-layered specimen.…”
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Discovery of novel ligands using phage display by Nur Azri Muhamad Azan

“…Recombinant laminin-globular 3 (rLG3) from laminin-5 was developed and purified in order to be used to study the binding affinity with α3β1 and α6β4 via ELISA test. …”
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Land reclamation without using soil-fills by Yeo, Eng Swee

“…An ideal solution is the use of non-soil fill reclamation method which will eliminate the use of such fill. …”
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Negative obstacle detection using stereo vision by You, Zhiyong

“…Computer Binocular Vision make use of this theory, use two cameras to capture images from same scene, obtained the images with disparity. …”
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Renewable energy using fuel cell technology by Mohamed Danial Mohamed Johar

“…Furthermore, using fossil fuels to generate the required energy pollutes the environment. …”
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Ship detection using optical satellite imagery by Hu, Jing

“…This project aims at automated extraction of sea-going vessels using the optical imaging products of 21AT’s TripleSat Constellation. …”
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Exchange rate prediction using computational intelligence by Kurniawan, Nikolas

“…The best performance in terms of RMSE is the RVFL model with 1000 neurons and 6 input features when it is used with the decomposed price data. When the best algorithms are applied to all of the currency pairs used in the project, most of them have an RMSE value of less than 0.1 and direction accuracy around 80% given that all the previous values are known. …”
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Indoor occupancy estimation using environmental parameters by Masood, Khalid Mustafa

“…The approach requires the extraction and selection of useful features from the sensor data, which can be used with machine learning techniques to obtain occupancy estimates. …”
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Commodity price prediction using neural networks by Seah, Isaac Zhe Hao

“…The use of crude oil plays an essential role in our everyday life; ranging from electricity generation to vehicle petrol. …”
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Geotechnical monitoring using fiber optic sensors by Meng, Weixin

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UAV navigation using vision sensor only by Mai, Ky Phong

“…It goes into detail on five different categories of path planning and two popular path planning algorithms that are widely used. Chapter 3 describes the some soft-ware and hard-ware used in this project and the reason for using them. …”
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Predicting stock market using social sentiment by Heah, Chao Xiang

“…In this paper, we used Sentiment Analysis to determine if we can predict the stock market direction. …”
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Robot control using Xbox 360 controller by Poojitha, Bolem

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Safety assessment of autonomous vehicles using simulations by Ketki, Chaudhary

“…Safety is analysed by recording the vehicle behaviour data, using simulations, and calculating some crucial parameters. …”
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Scene text detection using neural network by Tan, Yi Hong

“…The scene text detection formula that uses region-based convolutional neural network (RCNN), is extremely standard in recent years. …”
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Game design and control using EEG signals by Zhang, Yanxiang

“…Among the devices, Brain-Computer Interface (BCI) is a new approach which is a system that allows direct communication using brain wave signal as Electroencephalogram (EEG) between human brain and computer machines. …”
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