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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A back-to-back converter system for aerospace applications by Hao Zhe, Chua

“…The ability to control the power flow allows the DC-link voltage to be regulated, which results in size reduction of the DC-link capacitor without affecting its performance. …”
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Human comfort in indoor environment : a review on assessment criteria, data collection and data analysis methods by Song, Ying, Mao, Fubing, Liu, Qing

“…Occupants' comfort perception about the indoor environment is closely linked to their health, wellbeing and productivity. …”
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Smart grid to energy internet : a systematic review of transitioning electricity systems by Joseph, Akhil, Balachandra, Patil

“…Secondly, a systematic review of literature related to state-of-the-art of Energy Internet is performed to outline its structure, operational features and energy market mechanisms. We find that while system infrastructures, technologies, and operational principles across globe are adequately ready for the transition to Energy Internet, hindrances put forth by the policies, regulations, government agencies and institutions need to be addressed to realize a nation-wide Energy Internet.…”
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Differential graphical games for H∞ control of linear heterogeneous multiagent systems by Farnaz Adib Yaghmaie, Hengster-Movric, Kristian, Lewis, Frank L., Su, Rong

“…Therefore, we propose a new actor-critic algorithm to solve these coupled equations numerically in real time. Moreover, we find an explicit upper bound for the overall L₂ -gain of the output synchronization error with respect to disturbance. …”
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Impact of interannual and multidecadal trends on methane-climate feedbacks and sensitivity by Cheng, Chin-Hsien, Redfern, Simon Anthony Turner

“…Over decadal time scales, we find alternating rate-limiting factors for methane oxidation: when CCH4 is limiting, positive methane-climate feedback via direct oceanic emissions dominates; when •OH is limiting, negative feedback is favoured. …”
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Convex optimization for nonequilibrium steady states on a hybrid quantum processor by Lau, Jonathan Wei Zhong, Lim, Kian Hwee, Bharti, Kishor, Kwek, Leong Chuan, Vinjanampathy, Sai

“…Finding the transient and steady state properties of open quantum systems is a central problem in various fields of quantum technologies. …”
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Pumice cone eruptions at Aluto volcano, Ethiopia by Clarke, Ben, Calder, Eliza S., Fontijn, Karen, Desalegn, Firawalin, Tierz, Pablo, Yirgu, Gezahegn

“…We investigate nine such pumice cones, and find that they are the product of moderate-intensity explosive eruptions that develop a sustained but unsteady eruption column, deposit lapilli- to block-sized tephra close to the vent forming pumice cones, can deposit distal tephra from an umbrella cloud, produce pyroclastic density currents by repeated partial column-collapse, and end with the emplacement of silicic lava. …”
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Two kinds of phase transition in photonic systems with application to optical isolation by Zhou, Xin

“…This establishes a novel link between topological edge states and the surface waves of homogenous magneto-optical media.…”
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Insights on the characteristics and therapeutic potential of mesenchymal stem cell-derived exosomes for mitigation of Alzheimer’s disease’s pathogenicity: a systematic review by Mohammed Yousuf Abdi, Sarah, Mustaffa Al-Bakri, Siti Sarah, Nordin, Norshariza

“…PubMed, Scopus, and Medline were used to find relevant published works from January 2016 until December 2020, using assigned keywords including “Alzheimer’s disease”, “secretome”, and “exosomes”. …”

A study on the pedagogical content knowledge of Medical English teachers in medical universities in China: The problems and strategies by Kong, Yuan, Ali, Nor Liza

“…Pedagogical content knowledge is a link between theoretical knowledge and classroom practical knowledge. …”
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The inference-boundary model reinterpreting theme and rheme by Leong, Ping Alvin

“…The Hallidayan notions of theme and rheme pose an interesting challenge to linguists in their attempts to pin them down more specifically. This paper argues that since the thematic structure of the clause organises it as a message, a useful starting point in theme–rheme research is an understanding of how clausal messages are typically processed by language users. …”
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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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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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Communication of sex-related messages and the third-person effect amongst college students in Singapore. by Lim, Yan Wen., Ong, Natalynn Shu Lin.

“…Implications of the findings are discussed.…”
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Nonlinear Optics for Frequency-Doubling in Nanosatellite Laser Communication by Clark, James, Cahoy, Kerri

“…However, while satellite-to-ground optical communication has been tested from low Earth orbit and the Moon, intersatellite optical links are still an area of active research and development. …”
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One-Step Replica Symmetry Breaking of Random Regular NAE-SAT II by Nam, Danny, Sly, Allan, Sohn, Youngtak

“…(One-step replica symmetry breaking of random regular NAE-SAT I, <jats:ext-link xmlns:xlink="http://www.w3.org/1999/xlink" ext-link-type="uri" xlink:href="http://arxiv.org/abs/2011.14270">arXiv:2011.14270</jats:ext-link>, 2020), we study the random regular <jats:italic>k</jats:italic>-<jats:sc>nae-sat</jats:sc> model in the condensation regime. …”
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Longitudinal relationship between loneliness and cognitive function among unmarried older adults in Malaysia: exploring gender disparities by Foong, Hui Foh, Ibrahim, Rahimah, Abdullah, Siti Farra Zillah, Bagat, Mohamad Fazdillah

“…However, it has yet to be determined whether there is a link between loneliness and cognitive function among unmarried older people. …”

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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Flexural buckling behaviour and residual strengths of S700 high strength steel circular hollow section columns after exposure to fire by Koh, Alicia

“…The experimental study which includes the furnace tests, material tests, initial global imperfection measurements, and pin-ended column tests was conducted and reported. …”
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