Real time analysis of social behavior from video and kinect recordings by Ramasamy, Pandi Ramesh

“…Finally,analysis will be performed using pattern recognition algorithms and machine learning classifiers to detect the emotion of the subject.In this project,machine learning classifiers such as K-nearest neighbors,Naive Bayes and C4.5 Decision tree learning has been used. The prime aim is to pin point the most seemly machine learning classifier for obtaining highest accuracy for classification.…”
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Wavefront control in space with MEMS deformable mirrors for exoplanet direct imaging by Cahoy, K. L., Marinan, A. D., Novak, B., Kerr, C., Nguyen, T., Webber, M., Falkenburg, G., Barg, A.

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Video summarization by Cheong, Shao Qiang.

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Development of a home energy monitoring system using wireless communications by Lim, Tian Tian.

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Design and implementation of an e-learning platform for interactive teaching and learning by Tjeng, Natalia Sabrina Arifin

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Electric vehicle management system in smart grid by Chaw Kay Khine Mon

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Design and analysis of RF phase shifter in CMOS by Kartasasmita, Hermawan Steven

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Development of a test bed to investigate conducted and radiated emissions from power line communication networks by Chin, Yew Sheng.

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Optical fiber based interferometer by Yao, Ge

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Development of demand response management system for smart grids by Li, Deric Zhengye

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Development of a virtual power plant using demand response management by Ooi, Yan Ning

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The effects of processing conditions on the morphology of single conjugated polymers. by Yeo, Hui Lin.

“…Drop-cast single chains were proposed to either retain its extended conformation in CHCl3 solution, or adopt an ordered structure with hair-pin loops, giving rise to two corresponding distinct types of intensity traces. …”
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Experimental and numerical study of self-locking adaptable inter connection for modular steel structures by Nadeem, Gohar, Safiee, Nor Azizi, Bakar, Nabilah Abu, Karim, Izian Abd, Mohd Nasir, Noor Azline

“…The findings indicated that the gap produced between connection and column under higher displacement was sensitive to the outer bolt and spring pin. This gap could be further reduced by increasing the number of outer bolts and by reducing tolerance between adapter and column walls.…”

Smart home control system design using internet of things based energy harvesting technology by Silalahi, Lukman Medriavin, Indrawan, Muhammad Rafi, Budiyanto, Setiyo, Hanafi, Dirman, Abdul Hamid, Abdul Hamid, Ronaldo, Davit

“…The objective of this research is to provide security for homeowners by facilitating fingerprints and PIN (Personal Identification Numbers) in entering the house, then in the event of a power outage, it activates the function of energy harvesting technology. …”
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Performance analysis and integrated circuit design for ultra-wideband transceiver by Li, Qiang

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Design of interactive multimedia courseware in data structures & algorithms I by Lim, Jia Xuan.

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Development of mobile applications for housing services by Chen, Jieyu.

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Learning environment for Java programming language by Lim, Yi Jun

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Design and development of VR/AR indoor or outdoor game by Tao, Liran

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CLT for linear spectral statistics of normalized sample covariance matrices with the dimension much larger than the sample size by Chen, Binbin, Pan, Guangming

“…Let A = 1/√np(XT X−pIn) where X is a p×n matrix, consisting of independent and identically distributed (i.i.d.) real random variables Xij with mean zero and variance one. …”
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